Strapi with AE Studio

[adf2137]

(This is a draft of what I think could be a good post. Please tell me how to proceed @PaulBratslavsky )

In our recent collaboration with Dermsquared, we faced a unique situation where the choice of tech stack, specifically the use of Strapi, was inherited from a previous agency. Despite this, we decided to persist with Strapi, a decision fueled by our existing familiarity and positive experiences with the technology. Strapi, an open-source headless CMS, is built on a JavaScript stack and leverages GraphQL, making it a flexible and efficient solution.

Our task was to untangle and completely overhaul the existing codebase, which was in a chaotic state. Using Strapi's intuitive and developer-friendly interface, combined with its robust data management capabilities, we accomplished a full rewrite of the website in a span of four months. This timeframe, although relatively short, was made possible by Strapi's efficient architectural design, which facilitated rapid development and deployment.

We leveraged Strapi's flexibility and extensibility to integrate several features that delivered enhanced value to Dermsquared's audience. These features included an AI-powered search system capable of delivering accurate and relevant search results, a topic-based forum for dermatology professionals, and a premium membership platform. Additionally, we utilized Strapi to create Continuing Medical Education (CME) courses, credits, and tracking mechanisms. These functionalities are crucial in helping professionals in the medical field maintain competence and learn about new and developing areas within their field.

We're eager to continue exploring the versatility of Strapi in future projects, pushing the boundaries of what we can create and deliver to our clients.

[PaulBratslavsky]

@adf2137 Thank you for the draft. The posts that do well are the ones that show some sort of use case on a technical level with code examples.

I would recommend picking one aspect of your article and expanding on it on a technical level with some implementation examples.

For instance, I would love to learn more on

"AI-powered search system capable of delivering accurate and relevant search results, a topic-based forum for dermatology professionals, and a premium membership platform."

How you implemented this feature. This is something that would be interesting to our target audience.

[adf2137]

Paul,

I'd love to connect if you have some time. I will have to get permission from our clients to include code examples etc.

Can you chat sometime before the end of the week?

Thanks, Alec

On Wed, Mar 27, 2024 at 4:24 PM Paul Bratslavsky @.***> wrote:

@adf2137 https://github.com/adf2137 Thank you for the draft. The posts that do well are the ones that show some sort of use case on a technical level with code examples.

I would recommend picking one aspect of your article and expanding on it on a technical level with some implementation examples.

For instance, I would love to learn more on

"AI-powered search system capable of delivering accurate and relevant search results, a topic-based forum for dermatology professionals, and a premium membership platform."

How you implemented this feature. This is something that would be interesting to our target audience.

— Reply to this email directly, view it on GitHub https://github.com/strapi/community-content/issues/1293#issuecomment-2024145978, or unsubscribe https://github.com/notifications/unsubscribe-auth/BHKQ7XLAVBPHWI2WJ45NMU3Y2NILTAVCNFSM6AAAAABFH4IU7GVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDAMRUGE2DKOJXHA . You are receiving this because you were mentioned.Message ID: @.***>

[adf2137]

Also I want to confirm that this content would be a part of Strapi's Showcase yes?

[adf2137]

@PaulBratslavsky

[PaulBratslavsky]

@adf2137 Sorry for the small miss understanding. I was under the impression that you were looking to write a Partner Blog post, which would go into our Blog section of our site and we expect them to be technical.

In terms of creating a showcase let me double check with Mark on what are the requirements.

[adf2137]

Our debut newsletter: be the first to hear our CEO's SXSW panel preso, learn how we helped a client save six figures with a 10-week build, and try out a tool to reduce GPT-4 prompts.

View in browser (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DzK5n4LbW7Y9pgv6lZ3p5W57_KMW5_kQT7W1v6rTR7r_77MW1s0_FD5n7hQTN4VXZVXf5P8zW6D0HJx6qHl7sW6R2SVv5YPjqGW4Vlr-v73yfBvW5X2G4m1VMptwW8FXC5s5Rs2BHW7Qkzc93BtpJ-W4-L1966sQ3xVVptv7k4WBXv_W4vxfRP5cgm4hW7kFSyQ3_vBG_W2gScxq5K1Kl5W2Rs4gB1Xr-xlW94YHLl7BXbqFW4dfkbH7hP_lCW4Bh82M1pGBGlW43c8441HHD6PW97YrT71n7-jGN1cXc6QTDSQ-W1BmWgq8z02lLW8VPMLw7m80ZTW7Zl3t93z9ZNgW1w1dlN3LZJ4bW4Jr-8T4HKDbsW7X496V6hqCBhN5P4FNnzKYBBN6dQdc6_sVdxW1h-JQK7K53blW38XM8r6GmWBKW3Tql_Z7L0j45W5x6KYF8dtQL1W3-k5rS1gPV-vW2bNw7h67K39cW7NTnWk3tTRsXV-T9zK7zX_6KW8gnpFG3C1WQVW2RQRKm4mVLnQW62GSYQ7WFfzYN5CQWTgVnFVJf7p9qH804 )

AE Studio Logo (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DzK3pyd0W7Y8-PT6lZ3lYW8QzcXY50zV_lW4jhNB8789F2HW3wwK1K1mys37W4xZvRm1k87xHW2dJNmz9dwPFsW8Lqts54T0V2fW1MqLH08h1rffVF-dvF6j4wj_VJFPB186xx7JW5Pm2_J7qTRybW96xjD796LRnmW3YB6MT2-bpjgW56W7DF8L0rhKW8YCgcm62ynH1W6G_1ZV4BxwV_W8fXzjG4lGBJ4W7_pqvQ7SXWMkN2XVlnpGL2ZCW2nC52c7qzLY0V_4NLb2ZdqTwVRnz2m6rDNYPW7lKjZq23XK16W59S6zD67gZT2W41Qbzz2p-bJ3W4j3v1j6b0f7gW13LDTf6nBqnbdhlnjW04 )

👋 Welcome to the first edition of AE Studio's insight round-up.

What you can expect from us when you see us in your inbox:

• Access to key conversations and papers on big ideas in AI and BCI
• A peek at the cool sh*t we're building — from Same Day Skunkworks to one-of-a-kind client projects
• Helpful tools for data scientists, software developers, and AI aficionados
• Case studies that explore our latest project partnerships

Let's dive in...

1. ICYMI @ SXSW: The Path to Conscious AI

sxsw_ae_studio (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DBj3pyd0W95jsWP6lZ3mnW4VRZHG4SY-GmN117ltP-4Fy4W1Rjcb25B7ydjN2y55jZlrRHxW4QJPYC4RlL8qW2xGBft8n1j6bW94-PS93zxZvFW5zHsY41Jt6J_W3r8CNF8D1H47W7gpyqG28RcVZVcMDgr70ryj5N8BVbxhr-8M_W3WS5Wj9hjpsMW8gz4x94K4kpkV2NzSJ6Z-ZqfW2thwvv8JC5RrW8cblbF3lRDNRW6gFbSq5vbQpBW5Q88qb5Vyr6VW5sWn2l20WXpHVtdGC_3ct75QW6lTzhD13Fyb3W2m5RBg5plDXLW4fh2fK3t6kb_W4jVxCz88cD0VW38CRQT85KHQBW39YdyR46MtbCW2sqSHQ3K1770W5Rc36L5d-ygqW457QrG8F0Bp7f99m-rz04 )

A few weeks ago our CEO, Judd Rosenblatt, hosted a panel at SXSW (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DBj3pyd0W95jsWP6lZ3mnW4VRZHG4SY-GmN117ltP-4Fy4W1Rjcb25B7ydjN2y55jZlrRHxW4QJPYC4RlL8qW2xGBft8n1j6bW94-PS93zxZvFW5zHsY41Jt6J_W3r8CNF8D1H47W7gpyqG28RcVZVcMDgr70ryj5N8BVbxhr-8M_W3WS5Wj9hjpsMW8gz4x94K4kpkV2NzSJ6Z-ZqfW2thwvv8JC5RrW8cblbF3lRDNRW6gFbSq5vbQpBW5Q88qb5Vyr6VW5sWn2l20WXpHVtdGC_3ct75QW6lTzhD13Fyb3W2m5RBg5plDXLW4fh2fK3t6kb_W4jVxCz88cD0VW38CRQT85KHQBW39YdyR46MtbCW2sqSHQ3K1770W5Rc36L5d-ygqW457QrG8F0Bp7f99m-rz04 ) with Anil Seth, Allison Duettmann, and Michael Graziano, on the topic of conscious AI.

During the session, panelists explored whether AI can be considered conscious and the impact on AI alignment. The conversation delves into whether AI could or should be designed to be conscious and the potential existential risks AI poses to humanity.

To go deeper:

• Listen to the audio recording of the session (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DBj3pyd0W95jsWP6lZ3mnW4VRZHG4SY-GmN117ltP-4Fy4W1Rjcb25B7ydjN2y55jZlrRHxW4QJPYC4RlL8qW2xGBft8n1j6bW94-PS93zxZvFW5zHsY41Jt6J_W3r8CNF8D1H47W7gpyqG28RcVZVcMDgr70ryj5N8BVbxhr-8M_W3WS5Wj9hjpsMW8gz4x94K4kpkV2NzSJ6Z-ZqfW2thwvv8JC5RrW8cblbF3lRDNRW6gFbSq5vbQpBW5Q88qb5Vyr6VW5sWn2l20WXpHVtdGC_3ct75QW6lTzhD13Fyb3W2m5RBg5plDXLW4fh2fK3t6kb_W4jVxCz88cD0VW38CRQT85KHQBW39YdyR46MtbCW2sqSHQ3K1770W5Rc36L5d-ygqW457QrG8F0Bp7f99m-rz04 )
• Dive into the article our CEO and the panelists put together on the subject (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824Dz65n4LbW6N1X8z6lZ3q5W2qY7b75Lt-MVW2w6FWM7rZ2RDW2w1hWL6phWQjW8hKW8h4lYmrHW7sNhx27tDng2W8dh5dJ34d2FKV2RvVk7fqk1CW57L-Qt7fd9DBW6PT3kZ20yCQ2W3ypzss4DRvj4W7S8__R38xHgFW2GZHB_240Qz3W5t7L2b95QxrTW5ZXSzd1DBqpMVL-nc2234CGBW4W8m117T8Sy7W6N5dS14_MQVBN29C022W5S0hVbkTcX4RH2-9W3lCzmk4h_K_CN94SZDSL8xBwW7BX8nW1q_qM8MfgH2c31WlTN3Yq2dpdPndnW73Y5cK7b_mrPW8Qym4d8kLQJzW7wbwS794J_7SW3Cpr-78V5qBsW3-5qzX16ccBQW2rpNk21MwKpbW6slXMf3HxMZgW13wtcT8-zDRPW1X3lgt6nK68FW1vJk564wVrf9W2WyQKX5ftkvCW7NBQXB5TCZ_NW1-sL5s7QGj5RW3ZXXkf3pD9HHf8R7L6s04 )

🤔 The conversation brings you to a unique crossroads where AI, neurology, and philosophy come together to find a solution.

2. Global Shop Solutions: Six figures of savings in 10 weeks

Global Shop Solutions (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DBj3pyd0W95jsWP6lZ3pPVdl2t-3Csxp5W2Lzthr1ZwPXLW1h6NWh6_8PV_F2KS1FSKj2pW2wC5Jn8d-hBKW4y8yMC4k87THW3wNK6x7WcdmrW3qkYJm66ry8XV-ppdq64pSVyW5NcKR36Wn7mYW4C0ndd5wzYhbN2NrGMfY7lK1N3FDnCNZD_LpN7tF-8JqqdK_W6MKrvq8p2KJ2VbvGsg4VJn12W8_cYtX4ySSNVW7z0Nc14nG4NyN6RG4WlGsCvnW7Xm3Dx6g48KFW73s6Zg1JkgHFN7Ny14b_JCHjV3JzL11ZxDLqW69SYzj1cjGPfW6VPC-r3HZn7jW8DTMPm7dnP31W5XSB1290XBmhW1cDHRC3SjK6bW5Dc8qH5qxwSvW7BpL4M8GMzvPf7SJthP04 )

We built a custom API using GPT-4 Vision to parse the data Global Shop Solutions had been aggregating manually from invoices, vendor quotes and other documents. Our custom AI model transcribed with 95% accuracy, decreasing overhead cost by 90%.

AE Studio surpassed Global Shop Solutions expectations – delivering two weeks sooner than the original goal, and building a model that was 15% more accurate than expected. Read the entire case study here. (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DBj3pyd0W95jsWP6lZ3pPVdl2t-3Csxp5W2Lzthr1ZwPXLW1h6NWh6_8PV_F2KS1FSKj2pW2wC5Jn8d-hBKW4y8yMC4k87THW3wNK6x7WcdmrW3qkYJm66ry8XV-ppdq64pSVyW5NcKR36Wn7mYW4C0ndd5wzYhbN2NrGMfY7lK1N3FDnCNZD_LpN7tF-8JqqdK_W6MKrvq8p2KJ2VbvGsg4VJn12W8_cYtX4ySSNVW7z0Nc14nG4NyN6RG4WlGsCvnW7Xm3Dx6g48KFW73s6Zg1JkgHFN7Ny14b_JCHjV3JzL11ZxDLqW69SYzj1cjGPfW6VPC-r3HZn7jW8DTMPm7dnP31W5XSB1290XBmhW1cDHRC3SjK6bW5Dc8qH5qxwSvW7BpL4M8GMzvPf7SJthP04 )

3. The latest from our Same Day Skunkworks team

promptreducer (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DB03pyd0W8wLKSR6lZ3kZW8RBppM4-1nbTW5g99ZS7hCM0qVc67CG1YCb9jW7MR5MC3_zC8-W7GD55150H7hcW4lB0Qp5_5pSyW557J2V58S-RvW4bWQpD5VJV8kN8pFkG4fF1_sW4ncQL42hg4gRTXcjG4XvGVvW3rbNgy7DP3-vW699Dxy2yCfm6W2pSBf54Zb1mFW8p0nS07-8LxvW84gKwy1GdCVYW7HqrpY7LKx4yW6DHvtG2f-qtgN6BslyM4KNRVW6bX3m386PZT5W6yYgL_8NvLlZW58ynCW7Dy6jMW8hNMZj2jMkkxW95VWg05hhHd0W1FKLDL3HlJnMW7662WX2HfVb1W4_lNs663Hct3W2PzZh-8gxhMyf7f5GGb04 )

What's Same Day Skunkworks? We challenge our team of devs, designers and data scientists to produce ultra-fast MVPs, with 2-3 new products going live each week (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DB03pyd0W8wLKSR6lZ3nVW8ZnWdK8MCbZcW1051P45Fsr7cW5GbX-K5y1XxBW8HH34G4SJdXqW1L2cm51WXytsW4WLZrN7r0N2KW42Xt558j9qVjW25SXXw4VNykpW7ScqZl5fFw8cW3TS8CX7xqlxXN1KwlkDy588HW7C6yz_27475-W7XJ8061v4w7nM_QxNPLb8W1W2NRJyz3LXqfjW2kxmlG1-vGbrW5nG1XF4zfBNpVGxG5x96PKMpW2C9TXx6q8X4ZW6wYCVv13CGNBW2vL26V2l6HwgN4C2tps_nlQ4M2GKb5QzpxqW95Q4pG3jkP6qW1nYzFw7Mq2HRW5-qW9n16LSW5W8b9_Hd5-dyfjW54r4CM2tcf3wd-yl-804 ) .

⚙️ Here's a roundup of the ones you all like most:

• Prompt Reducer (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DB03pyd0W8wLKSR6lZ3kZW8RBppM4-1nbTW5g99ZS7hCM0qVc67CG1YCb9jW7MR5MC3_zC8-W7GD55150H7hcW4lB0Qp5_5pSyW557J2V58S-RvW4bWQpD5VJV8kN8pFkG4fF1_sW4ncQL42hg4gRTXcjG4XvGVvW3rbNgy7DP3-vW699Dxy2yCfm6W2pSBf54Zb1mFW8p0nS07-8LxvW84gKwy1GdCVYW7HqrpY7LKx4yW6DHvtG2f-qtgN6BslyM4KNRVW6bX3m386PZT5W6yYgL_8NvLlZW58ynCW7Dy6jMW8hNMZj2jMkkxW95VWg05hhHd0W1FKLDL3HlJnMW7662WX2HfVb1W4_lNs663Hct3W2PzZh-8gxhMyf7f5GGb04 ) : Reduce GPT-4 prompts to a few lines, saving tokens and lowering the cost of GPT-4 requests. We utilize a custom prompt to transform GPT-4's input into an encrypted form that it can decrypt later.

• Seance AI (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DB03pyd0W8wLKSR6lZ3pVW1jT7496SjVrFVCDM_k4LsD3PW6gDY0B1jRFbyW4RD7gc1mtGCQW3MJGl55q2JHWW1VWdvp38SP4XW3MbrL62KCJlvW1Fk1Z-7BhldzMZ4_sxt4XN1W50kTwD6GGG4rW2r2G793nX1z8W51gQC7523K7WW23h5rP2GF2WqN6KpCJ3pGP-QW3Y7RbP3k2d-rW7dzSRq3KxVvVW8vMSBB26t1cqW5dD_bB1x4xDXVkMm9d480b9HW4rnN1P2Y11_MVyqXpZ4XZHqGVwPTSh80CNfpW94W4_r7ddG0lW1XNRTG3kg7KdW82C4pn76YBFdW88Pkh41FbMBYW3c0nlX4-zdyDN4wSLDyX8GPkf5D1FdM04 ) : Seance AI is where AI meets the afterlife 😇 , and loved ones can speak once again. Describe the personality traits, relationship dynamics, writing style, and other qualities of the person you’ve lost. Then see how AI models a conversation with them in the present day.

• Hidden Biases (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DB03pyd0W8wLKSR6lZ3lCW1DpknS9d13ZrW3qzstG5GZ8BjW4hw7kR70ZWbBN1q8357DZ_kDW4Gm-3t7pQ_DMN2sSl9XM6P4mW47yzWY6PYDm3W5dYXDr7YH9KgW4Qgt9q4w0sq-W5-wBrZ4MmtS0W4dkttd7f6yYxW52L4998Wf58kW4590Y64VPXXTN5HsJ-D6KvDqMD2GHJDc4CWW7cqYk_3nC8NQW1rM9-y2Nt_xDW5jpctX1pdTYdW4lnnT27Xsl5bW6VD44j6Fx-vxW5q48rf61TLt-W1FdZwq5XR1C7W3p3znQ4hThWxW1cHM5-1gHb34W2KCf1t3H01kCW3-01vy8c4L7yN4X3t6yc5B-HW64ybWZ8kyKbBf13XB8d04 ) : Test your assumptions about the meaning of ambiguous writing with Hidden Biases and see if you think like the crowd, AI, or the people in power.

💡 Have an idea you want to build? Let's talk (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DzK3pyd0W7Y8-PT6lZ3lYW8QzcXY50zV_lW4jhNB8789F2HW3wwK1K1mys37W4xZvRm1k87xHW2dJNmz9dwPFsW8Lqts54T0V2fW1MqLH08h1rffVF-dvF6j4wj_VJFPB186xx7JW5Pm2_J7qTRybW96xjD796LRnmW3YB6MT2-bpjgW56W7DF8L0rhKW8YCgcm62ynH1W6G_1ZV4BxwV_W8fXzjG4lGBJ4W7_pqvQ7SXWMkN2XVlnpGL2ZCW2nC52c7qzLY0V_4NLb2ZdqTwVRnz2m6rDNYPW7lKjZq23XK16W59S6zD67gZT2W41Qbzz2p-bJ3W4j3v1j6b0f7gW13LDTf6nBqnbdhlnjW04 ) .

4. Insights and tools from our conversation with Nylas

AE Studio & Nylas Webinar (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824Dyx5n4LbW5BWr2F6lZ3pGVqDqrZ7FHs_mW6f-Dnf6mDcl4W4vnd2T2HT2zCW5fMnh71vzh9cW6_3MtF4dW3sdW2htWzV3Tc53sW2yBnrz4VzwwDW7cL1vn9l3QG9W5DBxS35wShycW5JV-7D14btmcN2kj5JlCvCQxW40ngm_6YFF67F6LNqlgpfrvW71mV-X44FQQyV-3xcz3t45KPW90pdM35Lm5SKW8Fn_tD7nYVG9VBjS2_7WGHVMW5DcSKm8--f-dW191S2l5MFGqWW8GKnGL7X6F7MW6KJ37l5tkQnBW4Q_hX819CrcSW4dXL556gw3y4VLYfvS8_ydpCW5W1vf71D2PxSW1KZVKK6BG5dNW94M9T895qHQ7W6WVdw_1ZB9CLW86phc_1fnvmyW1-MkmQ5MLQLdW2TqKCH4wklBwVJYsGr48NhnrW1bKr3T8WwTM3f6KC-0j04 )

AE Studio's Co-founder and COO, Greg Buckner, and Senior Data Scientist Francisco Carrillo sat down with Nylas' Co-founder and CTO to discuss how AI will impact developer workflows. Watch the full conversation (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824Dyx5n4LbW5BWr2F6lZ3pGVqDqrZ7FHs_mW6f-Dnf6mDcl4W4vnd2T2HT2zCW5fMnh71vzh9cW6_3MtF4dW3sdW2htWzV3Tc53sW2yBnrz4VzwwDW7cL1vn9l3QG9W5DBxS35wShycW5JV-7D14btmcN2kj5JlCvCQxW40ngm_6YFF67F6LNqlgpfrvW71mV-X44FQQyV-3xcz3t45KPW90pdM35Lm5SKW8Fn_tD7nYVG9VBjS2_7WGHVMW5DcSKm8--f-dW191S2l5MFGqWW8GKnGL7X6F7MW6KJ37l5tkQnBW4Q_hX819CrcSW4dXL556gw3y4VLYfvS8_ydpCW5W1vf71D2PxSW1KZVKK6BG5dNW94M9T895qHQ7W6WVdw_1ZB9CLW86phc_1fnvmyW1-MkmQ5MLQLdW2TqKCH4wklBwVJYsGr48NhnrW1bKr3T8WwTM3f6KC-0j04 ) .

During the session, we shared a list of our favorite tools to incorporate into our dev workflows 👇

• ChatGPT (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DB03pyd0W8wLKSR6lZ3nGW5JdcF479dxlNW3z21kt6W3kyPN7SDf5q3tn01MhP1pr46sbgW4Cnb2N4cvYVYW7wdPGz6kKjGdW88yL9S7gnpc3W1hl7Yg8kSbTDTZlHV2-jTPVW2YvHX-63vt0cW9jfh4M87sDXlW373gHK2S9z7tW2k2yyv7Jh-5nW256cF88MZFh6VXjSCR7XYXDdW8z5scd29XDl_W6g5pWJ3nMyc3W83tqJd1M9szsW4m3Nrs1WZHVBVjqhpy1B2LpYW3K1T5H6xcMjJW1B6K8Y8LSRhNW31s4d81S2CvwW7ZjKVR8PcBGlW5Mvgkg3-nrckW8Z4S646xTXRVW1MLqd03YWT5mW16j5dF8xVnrbf42Hh-R04 ) : Use it to find tools and explore software architecture.
• GPT 3.5 (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824Dyd5n4LbW50kH_H6lZ3nmW1VK6c82LSjDJW7Bk3526bsXnnW20mn0g10MbcsW760McH5PgN40W9h--NG79WGSfN1gtMKVLM2z3W4W3Jzp4FyXNDN1NqMp6Fg9t2W5Lp26P5MtVh4W1ZXPX91sMHcTW7N44gp57fbQMW1htBd675w5f8W94Jm2p95Vf2tW7cNlvV4J_f7CW1kCgcH66D5p4W41M_sv3M4h2PW21fbcS6TD_4nW2wHTCg4GQ79RW8Kv9CP94DZHJW87W40P4y47szW9bBwFn8nCq54W6RCHL04jzwzVW88v-1l4xdT_TW8nRjvh1F955lN5Q4Qg-sFm37VMTHKp2MYQ4vW317V0B6vfj0ZW4XJ_g48F9stsW2Lpy2D2PMsKFN7XHdCDwLCdYW11QRW97z_Df9W3kfpPg5NBmQHf5bKnW004 ) : You don’t always need the latest, biggest thing. Using a smaller model lowers cost and latency.
• Hugging Face (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DB03pyd0W8wLKSR6lZ3l2W4SJfby2N_h9vW7T71RY46r8b7W6fqzKl6gY5xvW5Wcc4h85wnYDW8qCZ3h6J7w3dW2YBQwG5Lw_SZW6FSGVM7dqfnLW7fgPQZ3FJMhKW11Wqq-5gQp5FW97_v8R2g317XN4kzcxD_pfsgW2B_Plt7l6N6tMht0v-2MLdYW7ckt285l0wx1W4synhc3krwhHW836Skq7qwm33W91sB788527DXW5YzW7068cc8FW3m9cN42Hh--ZV1k8_R2_45G1W26KD957C3vN7W2tHyjQ6ZW9RvW2cDdbR8dHm-BW6BZ_0t3C5kY5W21bdfT1Nm1p6N3Rh-MTnMdKxW6g22952PfHHTW73vW4H2DrSfXf4GYWTR04 ) : A model specific to your domain or industry (ex. finance, medicine, code) is the best choice, and you can discover them on HF. You also don’t need to know MLOps to get them up and running.
• StarCoder2 (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DBj3pyd0W95jsWP6lZ3lVW12bt1C2mSdjDW4ySLMy3XFvgLW31C9nz23ctK1W3jgk-08sSLjXW5vkbYK1l7V_yW28Pv6v916XD8W30Q-_Z7yxCMvVCMdmC75ZNN0W8lHGx48dr9ptW5bz3cF8VkTHsW4F5tpW4tQltHW7f3qxY1cSWfWW27XS_k7hTCGrW8P7XMC5M_V2tW8RzGbP4yB0STW3XwFlN8YPDrDW7GKv-08Lc58gW4XXsTs4VrWHHW9kFyth63Lx0yW8ct6bx8nMF0nV6NqqG2RRhFnW6k_dP-34VykGN7JW7d_w6SS4W4MVh7x38WST9W7d5bdj4ZPJtnN1VcP9grHyhKW2SXX-94WCCqQW1Fx5kY4RLmvkN7sjTxNFt0_xV6855M58lLvyf28CbwK04 ) : An open-source code-assistant LLM that can be run in local machines or virtual private clouds when security is a factor. Set up locally in ~10 mins.
• StarChat2 (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824Dyd5n4LbW50kH_H6lZ3p-W797jvx9gsYf3W55xf1X9b6zpjW6-_73W8G9J5-W6k1DJH6RcPw-W2PXN5P5lFSjxW407gm494J8yPW5hl33s8xQZVFW944FCL7D73qXW67WC0S6L45xkVkV2z04THMT0VW9JFC6Vd4mtW40myq_5f3jJ0W2cK8-L2dPgW-W1p4v1j24WdD9W3Y-zdc17tC_zW7nT25q2D_SLJW7mDf9K5cCsHLW6-Bppr4rsZW-VKrzcS4WSp31W2r01Tb4YcMS0W4QVKpt8f5xPdW5KL_2L611Q8NW1cCRGW6t_c3sW9htmcW7Q-gBZW8P7B-R7tbp97W1-NgXh81xBBDVS7SsD2_2PVSN4M2B2R1BXsvW89Jfx650Tsy8W4_CGxn7btfntW3jYpGf1GFrKRW4n0zVW79b9QJdPRxtb04 ) : A chat version of StarCoder2.
• Copilot (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DB03pyd0W8wLKSR6lZ3l7W7ZkdyP3Z2C4HW8dQZsN8zDPxYW34jKbc3PdWdGW5kJYrZ5-Pyz0W1q7Pzr1fLh0CVqz4x94MHVfZW4-l1PJ7nBvCMW4HLVst1ymNY5F4XZTPLDcXQVslGj64ZgBQqW8nhzkk5wjvMyW5yjhw-2XdPhWW8qqPFz5kS_RpW7zXSG52MzWhCW9kD7Pm2lw7QrW7fBb5s2ZFY26W6d0_q16s8mq5W4HnR_R1PwqY_W518S4p5hpqThW3-nFXJ5Sl-NRW7zV3v03BdQxXW5pn6PX1GxRsHW7BPFMn81WJWDW26YTD_6DWBMSN8JxTcsM8DH_W2Bk7kF1VPQ0DW8jnkt67R9BxWW4ygDXH2JS7mlf3MxTkY04 ) : A great entry point for developers to begin integrating AI. Easy to play with and can configure basic security parameters easily.
• Ignore Previous Prompt (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DB03pyd0W8wLKSR6lZ3psW3Fv12c8htTjQW39DlGm4YZmlLW5-mcJQ6JzlGvW7QnSTg6fgcz7W4sC1jm7srWJ-VygDzK6lxjqxW6dD-YV1B64C7VrjdT19bPyQmN7dVcyygJ-DxW1bTk8K9fp-y-W1V3RLK5qzx0kW4N1w-d2ZD8fQN3V9GtSpv56wW24rvGM1J89RzW3PNxl41rshh2W5bHBxP7sDfcxW3KhBW47Tnyd8W9cZPPv7t8zNmW8Rp22G3C813wN1HTKxR8zrnpTM8z58LHLT4VJ5_0X4w1pJhW656lhg6fJtTkW3-bmVW26wKd3VXqZfX22vF1yW3S9sQR63qX93W3Mqvrg6HlV1mVCqQhf6-qjFndckbNP04 ) : Steps developers can take to maximize user-based security in production applications.
• AI Ideas (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DB03pyd0W8wLKSR6lZ3nFN1PB52C5DKNqW3jVmBG9jQSt5W55CH691ZG-ltW4ZQrd_4TY11WW2lpWFr7vmzGYW7KDqDW36pklNW8sYJHz5JkvJdN1gb5zrrrj45W414zGR5lRMfKN7hzVxbh1pM8W3M-VCP7GpfhNW4Cw6f53-t6PrW7lk87T1Tm1J-W96yVlC6nNJtvN3y9hS-DhY85W7HZVW582TTHCW6HZHyk52jcWbV3lTZw5yBvmXW1z2Sbb3923gqW5m0TKc79LGWkN1WX0xWKjbjWW3jZbsL7NBSs4W5n8GJY5B_N87N3T2CNNZnqXbVQJR2k60L1dFW79KL2W77K5GCW4c24vM6SwqBCW8R7Tkt2XYz0JdzypQF04 ) : A fun tool where you describe your business and get suggestions for how to work with AI.

About AE Studio

We are a development, data science and design studio that works closely with founders and executives to create custom software, machine learning and BCI solutions.

Hire the world's most effective team. (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DzK3pyd0W7Y8-PT6lZ3lYW8QzcXY50zV_lW4jhNB8789F2HW3wwK1K1mys37W4xZvRm1k87xHW2dJNmz9dwPFsW8Lqts54T0V2fW1MqLH08h1rffVF-dvF6j4wj_VJFPB186xx7JW5Pm2_J7qTRybW96xjD796LRnmW3YB6MT2-bpjgW56W7DF8L0rhKW8YCgcm62ynH1W6G_1ZV4BxwV_W8fXzjG4lGBJ4W7_pqvQ7SXWMkN2XVlnpGL2ZCW2nC52c7qzLY0V_4NLb2ZdqTwVRnz2m6rDNYPW7lKjZq23XK16W59S6zD67gZT2W41Qbzz2p-bJ3W4j3v1j6b0f7gW13LDTf6nBqnbdhlnjW04 )

LinkedIn (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824Dyd5n4LbW50kH_H6lZ3lDW5zRYL77-Ggk0W3VvYNC3t923FN6KnT_JNDmbhW33Pf0Q33SZ49W3cDr9J8dhW5hW2GQ2lh5WnJbGW15zSv31j9bfNTGwq37gtHJHW7S81Gm1DKfvBW6W9SN31DLVzHW729jR95Z2Nc7W4H5NcX3LPRpWW2tcqm01QlcP_TcZLM660V8rW2Ntpkh8468mJW1hWDcW3pz_FDVfMvd84Hs46jW7W0LF_6lwvyxW2S4mFN4V_9ckW51kNVB3ybs2vVDcL6R4s9mS3N8wV5wcNCbwkW5rVFrd1hY6kCW4ZWJbS603MFbW91y7mZ309yCkW204Wcs61t4NxN3zL77fYj9PyW6XKRR549fl9qW4Ghr8c10-n32W3F0kGc5wDPwYW8mRGfT1CynDLW1pmzST2Tyqj1f4YC5Gb04 )

X (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/MX62L9QhFCCW68Fbp18p1MvtW5j5c_V5cG1LrN824DB03pyd0W8wLKSR6lZ3lQW5RjY5W77HJbZTnyLF5LhFFJW7qNJz35HbfQmW32vlzX6PX84GW8QTn6l1Nm7MXVJSh7C6ddlcfW6nx1p76-kDtZW18JCcW4zc0KxN3NYGqwTmvTqN3yHyFN8FghdW6Fy2l43lv2HPVfCFtH3KVlw3W19d__D2xMQ9HW4SSXf76P_0T9Mzhdr1Sbj9NW7w2blx5jJrNBW4MYn_v1CVxn3W7_zQ3w1mlQrCW8_Ph062PZMjdN25tW54rvqPlW2Chg4L4355GcW42kT8_3LG4wmW1vQbWL2R6VLlW4PgTb46H4NX-W3nShYl1gdDpqW5M2mHg2jWXjLW27mMfV3xWzZXW5QvLgm4rr7fsf2_dCLq04 )

AE Studio, 1434 Abbot Kinney Blvd, Venice, California

Unsubscribe (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/direct?data=W2nXS-N30h-MfW3SPM3P3ZPfmjW3R0CJ54kvpQ6W3GS79f3BM3nBW1ZkRxt2RJRVJW2PD1pC38b6FJW4mbrfq32lN1fW3__Gn03gb06VW3VxTBX2r6Sg6W2z-5g121kqFTW41SY5x1BnhyTW2B3bYg3ZM7MZW3Chcjy2CsYZKW30z4r92WNbwsW3ZVBXG41z6H4W2Kz8nM3F5S5nW2152yK2TPBBdW4tBNhh2nD93dW2RJpbG1-XG7qW2vMvs93ZLFlBW4rxGlM2TKt2gW2YLhVw3GJcbMW1XykBk1NxxJ1W2CLxKm36Cv7HW1XqdQ54mHCkRW4p9lvf2zt-9cW211gry2Phz3GW4tv1MD4hqqLGW4pc3br3GLDhPW3d13hG3N_-K-W45M3vW3R40ZTW34hzf539_B6NW3NGhGn3SLsWQW2qV_5B25hnJZW2PDXlc1_b8SrW2RhMJg3ZDpqFW3F7Zp441Hp5hW3K8PGT45xTZCW3DKFKL2YNRS6W2zKr1q1R_lnrW45T0hH2vM4qBW4rj91Q1SkdVpW2xBwtZ3DKG44W2RQhwF4m9xrjW2Wy4nS4kv0WQW3C1v-232kpgVW3QWrQk47hQDtW4tDZz42-Jmd3W4rnMm13BM3sLW3FbSB82xxJSVW2zHMHm3Ffg_MW3SL29j3JGlkhW4kLgGH32BBmJW1SjSbq3_Tx7m0&_hsenc=p2ANqtz-9fTRaJzG8TnXslNa7GWOaPDgab6UEh3p0lJ04IAr5o0knw3ALvEIJQ0Ot4LbIepdUeQfj9AmLOpmec1xlE8B1bypQ7-TBnUG0M1fi0tvvenl22SY7ZLjlvnL1WQVnxTuwKZTKkEzlKkGFx1s5V6idarVW2zg&_hsmi=301667088 ) Manage preferences (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/page?data=W2nXS-N30h-MfW3SPM3P3ZPfmjW3R0CJ54kvpQ6W3GS79f3BM3nBW1ZkRxt2RJRVJW2PD1pC38b6FJW4mbrfq32lN1fW3__Gn03gb06VW3VxTBX2r6Sg6W2z-5g121kqFTW41SY5x1BnhyTW2B3bYg3ZM7MZW3Chcjy2CsYZKW30z4r92WNbwsW3ZVBXG41z6H4W2Kz8nM3F5S5nW2152yK2TPBBdW4tBNhh2nD93dW2RJpbG1-XG7qW2vMvs93ZLFlBW4rxGlM2TKt2gW2YLhVw3GJcbMW1XykBk1NxxJ1W2CLxKm36Cv7HW1XqdQ54mHCkRW4p9lvf2zt-9cW211gry2Phz3GW4tv1MD4hqqLGW4pc3br3GLDhPW3d13hG3N_-K-W45M3vW3R40ZTW34hzf539_B6NW3NGhGn3SLsWQW2qV_5B25hnJZW2PDXlc1_b8SrW2RhMJg3ZDpqFW3F7Zp441Hp5hW3K8PGT45xTZCW3DKFKL2YNRS6W2zKr1q1R_lnrW45T0hH2vM4qBW4rj91Q1SkdVpW2xBwtZ3DKG44W2RQhwF4m9xrjW2Wy4nS4kv0WQW3C1v-232kpgVW3QWrQk47hQDtW4tDZz42-Jmd3W4rnMm13BM3sLW3FbSB82xxJSVW2zHMHm3Ffg_MW3SL29j3JGlkhW4kLgGH32BBmJW1SjSbq3_Tx7m0&_hsenc=p2ANqtz-9fTRaJzG8TnXslNa7GWOaPDgab6UEh3p0lJ04IAr5o0knw3ALvEIJQ0Ot4LbIepdUeQfj9AmLOpmec1xlE8B1bypQ7-TBnUG0M1fi0tvvenl22SY7ZLjlvnL1WQVnxTuwKZTKkEzlKkGFx1s5V6idarVW2zg&_hsmi=301667088 )

[adf2137]

Paul,

Thanks for the clarification. Could you let me know the requirements for the showcase when you get a chance. I can also refer to Mark if it's best.

Best, Alec

On Tue, Apr 2, 2024 at 10:23 AM Paul Bratslavsky @.***> wrote:

@adf2137 https://github.com/adf2137 Sorry for the small miss understanding. I was under the impression that you were looking to write a Partner Blog post, which would go into our Blog section of our site and we expect them to be technical.

In terms of creating a showcase let me double check with Mark on what are the requirements.

— Reply to this email directly, view it on GitHub https://github.com/strapi/community-content/issues/1293#issuecomment-2032624170, or unsubscribe https://github.com/notifications/unsubscribe-auth/BHKQ7XI7PPGDCYLVGBTV5SLY3LSPJAVCNFSM6AAAAABFH4IU7GVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDAMZSGYZDIMJXGA . You are receiving this because you were mentioned.Message ID: @.***>

[adf2137]

Paul,

Resurfacing here.

Thanks, Alec

On Thu, Apr 11, 2024 at 2:58 PM Alec Fisher @.***> wrote:

Paul,

Thanks for the clarification. Could you let me know the requirements for the showcase when you get a chance. I can also refer to Mark if it's best.

Best, Alec

On Tue, Apr 2, 2024 at 10:23 AM Paul Bratslavsky @.***> wrote:

@adf2137 https://github.com/adf2137 Sorry for the small miss understanding. I was under the impression that you were looking to write a Partner Blog post, which would go into our Blog section of our site and we expect them to be technical.

In terms of creating a showcase let me double check with Mark on what are the requirements.

— Reply to this email directly, view it on GitHub https://github.com/strapi/community-content/issues/1293#issuecomment-2032624170, or unsubscribe https://github.com/notifications/unsubscribe-auth/BHKQ7XI7PPGDCYLVGBTV5SLY3LSPJAVCNFSM6AAAAABFH4IU7GVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDAMZSGYZDIMJXGA . You are receiving this because you were mentioned.Message ID: @.***>

[MR-Strapi]

Hey Alec,

I wanted to jump in and clarify the intent of our write for the community program.

The readers of the Strapi blog are mostly technical users. They come to the blog looking for guides, tutorials, or interesting use cases to assist them with their projects. The content you shared is more inline with what Strapi would repost or like on LinkedIn, since it is delivered in a newsletter format.

The best type of content would involve a single use case, integration, or even plugin that your team developed for Strapi. The blog is a vehicle for your team to build credibility and awareness with our developer community, so our suggestion is to focus on a single technical topic.

Does this help to clarify?

[adf2137]

ALSO: Hacker News loves Term Typer, partner spotlight on Replit, Langar Holdings & Coolwater Capital

View in browser (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgcR7lFdnW50l5tj6lZ3mxW8Yt-Hg7XVDyCN8qYyPFBw8KjW2Glg5H5TyMR0W3nw9lR7tpw-nW6kbF2g6VNqpMW99LFMX3SXWTHW7tk40J7sfH0mN3rr8dqdXq8MW8kNlrj8nFpZdW8V_3Q88jYPhNN4QW0VBDhz5NW833Dv-2LfcNvW5BG09832mClVW5DbwBb8cMVRyW7T8S0T8xfBJ0W3smxR83nyS3-W6T3bxR8Pg6pCW5zPzlq24BjM0W68By3S9gy87sN5sXJpH5Cj2rW6PqmTz1jKzSRVKRYm15N9YzpW8K8nyJ7SWtNGW99q6RQ6kwdcKW4vGdzv7dpMpZN32dLd03n-MhW29znjP5RtsLjMFzvwHKlBPzW52MXXh2MwcbFW7sG6435kVpvgW7sJ_dg1l4g1jW46T8D66LtHB6Vjtt2g5Gy0zYN3wz4Jj4KvT_VHC_XS1CbPDWW4PplXw7nM3GRW73tTZP2wkWFnW37b2x68DtVfgW6yQ3mk3BzFNsW9602dY4dj0wsW24rykd2Tj2s_W46W8fT3_V7gwW46g8Jq4QcR7_W6mpyS335tZQRW1-9Wxx8qgBH3W6cTkKy3dKqVdN2c8TPrSvKg7W8m_xNd4LYVx7f5VwmsR04 )

AE Studio Logo (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfj3pyd0W7Y8-PT6lZ3kyN6MSMqktPqH5W2dsvmN8-ZLZgW915sJ168FSHSW3jBbrz5kDdSQW68m6v14cNgMhW6km5L24yLRX4N4LXk5qcjxwyW1Pyw288bz8lXVBxQY_82sxfrW2jS-Sx8Z6JjHN8clvZsDPc_MW1pkrtg2j80xGW6Lw3kv1K2hMrW8NbSy25qDHVcW7bW64C5c4bQjW3rwlSr1wRFjqV6Cmlr3J4Vn0VGbpl43s7jldW2tyVnB4dJ1LrW5TmLc14qjC6dW4TQ1ZX8Yt3yCW4Dfh7n4_5k8lW2md1qm5HP2ZZW3dK-pD4y2BC9W7lhgdK5P1x7zW85B13H7bMm0Cf8m4qld04 )

👋 Welcome back to AE Studio's monthly round-up for May.

This month we cover:

• MVPs from our SDS team, including HN-loved Term Typer
• A case study of the friendly AI chatbot we built for IncomeMax
• Partner spotlight: Replit, Langar Holdings, and Coolwater Capital
• AE Studio wins the buidlbox Sparkloom Hackathon with Zero Knowledge Marketplace

Let's dive in...

1. Our Sameday Skunkworks Team exists to build hyperfast MVPs—here's their latest

TermTyperPreview (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfC3pyd0W8wLKSR6lZ3pQW5wpHs33H_8JHW82Jm202s89D7W1KvNRf8ZB-T_W2T8bs34rdcwVN4XM4YKzbWb0W8HF5NW6_QBx6W2WwRBn2XfsvYW1z-2S94vZXplW7fw0mV66N5DTW1mrkLy9b3BPKW2xj2CW3ZgXm4W1g70B684HcnJW5pZcYX8tLmxYW2w6m_r3bDcqcW6PpJzs1NSFy9W7yzKwG7WsBGdW7R1Mmv1TZ8hxW5L6ft86MSqtMW1DZFQ54gt4MqW3WGdDn1Y13k8W3T-N8S3fMmQrW8pC27G6N4NL-W5yNmN67hnWzhW6_sf1D84tsVzW9g-RCw7QdW38VkFLSH8CJGJDW6YprXd7vsq9zMwGPKfYvls0f1gx2tl04 )

We challenge our team of developers, designers, and data scientists to produce ultrafast MVPs. They crank out 2-3 new products (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfC3pyd0W8wLKSR6lZ3kvW7s0x-z2-YD6LW4l1cCX1TWdZRN1Dt_2TtQ7GGW37M4Xt8v1lX1W7ZdrsC8BxplfW3LbJZ66GZgh2W4Sptd16r5CcmW1cyFXs8VZMvHW80qKRN8WyGMFVN4qR27QgQw-W7MWcSP5ZkjfGW6Ncrnm471slwW1423F53DvCB2W7hF8-m2JG5wHW4qr24l1wyK9sW98H8Fm4w0QkqW7TQ0Bv98DzccW8LqJgy5pLRyYN7fxwZtxPGYHW3QsqmC2HmGzPN6H4QQWPJ1jtW5XkJrt7ncbB1W1NbZHj59f9pKN58rjszsbW90W5h9pdb6xMblsN8K_C7qrRkYsW6SVcX16fcMtnW11dQDw2jFgWhf8TShgs04 ) every week.

⚙️ Here's the latest roundup of the ones you all liked most:

• Term Typer (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfC3pyd0W8wLKSR6lZ3pSW3x9-Bz3cn4kZW58gSp_2JFdBtW7JlbQC7xlndhW6lSgFy5NRwYKVBw5np1tqqtkN6TzhL3n7D_gVDvl_p8V6J4BW5zXDD13dG1-2W4rBkDb7Mkq6mW4Bb7pf474YW0W7gmGry1plYrYW8ltb163T9BJfW2qH7t63876VdW5GpPcW7QVhd7W6DkW1f6yXx9PW2j-hLm3bNTcdN67hMMYq8J1YW5h3qtn8XMMKMW7_-mlW6r0Y7nW6ds4Nz3N_JCZW3ZPSzY4XtHCpW1x-vQ_6bYDKcW7MsfGZ578ZJgW5lwJHG632bH9W5Wq-JN5R2vpjW7k8JXS1D4x28W63P51G2S0WPTM2QPkyl_dQsf7yb-tb04 ) : Hacker News loved this MVP that teaches both typing and vocabulary in six languages, including French, Portuguese and Romanian.

• Tailwind Skeleton Generator (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfC3pyd0W8wLKSR6lZ3l1VL19BV9k6r9-W8-34Xt7K6SL4W20rYCQ64GZgzW4cQkJ78m8t18W7bg0B55BPrRHW4rVtzx81C5PGW4HWSzN8Jybx0W99vMll6PgMx6W6Msyk42THWldVfbWm34jydZXW1gTTtj8CmFSfW4RYQtd41kN6pW8wth0h5hT6VvW3nr5tf5QCJyHW2BBJ_96BGqrmW61Yf9363Q5m9W4XDgcy766h5cW4YBk9788pnvWN3sPpN-k8nlcW2w2Qgz26Gng2W16Z4wV69hPwFW1hlpqR36qtsjW2cB2WG8Y1X2rVrQHCy4TQMhCW1mwVHb1wCjMsW4ygMYt7F5CWtW10rglS5-vW91W25Jy7N5HvGzXf2BBXhv04 ) : Convert Tailwind + HTML (JSX/TSX) into animated loaders for a seamless user experience while content is loading.

• Deploy Doctor (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfC3pyd0W8wLKSR6lZ3pJW7wMZNP95SRwgMzHycVn3_WrVhYwcD3hhhH3W2XKqSC43KZckN34vk1rgfTfhN2Qz5PJfqNwgW4MwDYT1xHkP_W6H3tT33DXYyxW8vqlx_2gmZgzW2y--7p2DW4f-W74w1xK5R_90jW1yXbPx6gkLc-W4RM-Gz54KrFXW8DvgFg2Cl96ZW4M0vQw7MMCKYW3Wz0vx8d_M0YW8TDRDR95DrXrW732r0C59x_w7W14CH4N6R-M8MW95S7wx38T_kzW24rBz_1k6dhVW8CcDRP50TyTMW5N5dR-2l3ddLW7jS1v78Qk87NW2Y2lLl6W663YW16Z1_d2cM0FkMDVYSBChKnFW53jXYL8YSbHmdlYlQq04 ?) : Get answers to questions about deploying to AWS. This AI-powered chat is ready to guide you through the deployment process.

💡 Have an idea you want to build? Let's talk (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfj3pyd0W7Y8-PT6lZ3kyN6MSMqktPqH5W2dsvmN8-ZLZgW915sJ168FSHSW3jBbrz5kDdSQW68m6v14cNgMhW6km5L24yLRX4N4LXk5qcjxwyW1Pyw288bz8lXVBxQY_82sxfrW2jS-Sx8Z6JjHN8clvZsDPc_MW1pkrtg2j80xGW6Lw3kv1K2hMrW8NbSy25qDHVcW7bW64C5c4bQjW3rwlSr1wRFjqV6Cmlr3J4Vn0VGbpl43s7jldW2tyVnB4dJ1LrW5TmLc14qjC6dW4TQ1ZX8Yt3yCW4Dfh7n4_5k8lW2md1qm5HP2ZZW3dK-pD4y2BC9W7lhgdK5P1x7zW85B13H7bMm0Cf8m4qld04 ) — if our team did all this ^^ just imagine what they can do when they have more than one day.

2. Meet the friendly AI Chatbot we built for IncomeMax

incomemax (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfC3pyd0W8wLKSR6lZ3ndVzndsg7w7rn5W6Rh57f7h3DkjW61nbT-1rwjKRW2_nqLw2tL0MvN7GwWQ-nzZS9W75hnFK5yHqHZW8Jty_b4LHPwHVn7FFm2rMkGJW7C1jcL8F8N_rW7p-MRt6sL82mN4PpxrZKgdmZW2-rplc8ZwrJyW3vRZ6R2H8k-0W1tmJqM763tC1W8qtNJC99_q2JW7y3pMx4gYhDbN2wB9cS43YWBW5x8fqJ4tYkCKW1CYKKD64dDS8W3VlBvg2PN_kGW16S3gG86B-L8W966J002kJTCSN6t9yGLv4GbHW5DRTlg8DsL2fW8RWDNP6r5gFsW6r4cmW8kfF8bW2fpYXw6F3n8sW7KPhgy7-HQVndtxlfb04 )

🤖 We helped develop “Max,” a friendly AI chatbot that supports the IncomeMax advisors who help people struggling with their finances.

⚙️ How it works: Max streamlines the information-gathering process so agents can more effectively support customer needs. Now users are greeted by the friendly, on-brand chatbot, Max, who welcomes users and guides them through a series of required questions.

• We integrated the platform with Salesforce for efficient account management.

• We also delivered a robust backend "AI Brain" that integrates FAQ documents, implements goal-oriented Large Language Models (LLMs), and ensures a stable and secure infrastructure.

AE Studio's collaboration with UK-based social enterprise IncomeMax highlights a significant step towards using AI and LLMs in humane ways — in this case, by directly empowering financially vulnerable families.

👉 See our case studies for Global Shop Solutions, Berkshire Hathaway, and more (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfC3pyd0W8wLKSR6lZ3pFW55GcMm3TKlQsW3JMgrw66rVZ5W2P-Nrb15Wv71VKsQzD6ZkdMvVlxSry78xQWhW1v-_q177G-dNW20NrRM1gQ7Y0W7Wkv9z37kDv0W1tJJzc7j6WMwW2trc5w6sL5dJVmnvd74D_jy-N6GwpbLg6fvSW92KLZ21HHZfzW80c0CK8bRjljW2SbYHM17KgxzW5B9t4W4JgxXyW3rt4f_7gsvYtW85PWG66_8WhCW21RT-g4nq-ztW3XQXn35_ychTN8yk7-SMwgL4VXvVVh9bwYD7W9dmql37C79hDW7F8yv86ZHfBpW13ytbJ2b89WyW74g8Z74xxMjgW2RKmRk7CTk0kW17wPTp4dpMZwf7Wl0YH04 )

3. Our hackathon win - with a Zero Knowledge Proof marketplace

50b zk (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfW3pyd0W95jsWP6lZ3kGW73KDrS5P1CVlN5l5xcDXtxjDW1BLxcd5DkN0tW8GnhdT4MBQctW75Dgy51_m3nYW2znHqr2Yw5F0V2dgD_12jXyTW7hqkS_6BHyq7W3vN2tT6DR4whW8_psz93ycZS8VwhWP16TFWz8W2F-xfd6BSks_VTv1F455vK6rW5QqmjD3h-d2-W47_gXk4FLMknVTptDH2DSYTNW7FdlG71L5V3SW96YsK17GHzjxW5YlngP8vlTf5W6v0v2k9jwlWYN6BHzT9YkphwW7pl_j51MLZDYN2H-24x3JH1WW4Ym-LN5ScZx_W8HtbHz897jHFVz8w9D8gJg36W3nRlh14jhlXHN6PYQtMY01JjW2P5JWb2R3cGcW28knc93F9DYsf8FhBhY04 )

One of AE Studio's Skunkworks teams got first place in the buidlbox Sparkloom Hackathon's Innovation Track for their Zero Knowledge Proof marketplace with end-to-end encryption.

• The project's goal is to serve as a decentralized infrastructure platform for dev teams around the globe wanting to experiment, design, and build ZKPs.

Users will lend computing power to the platform and earn tokens for the computing power they provide. ZKPs can be generated programmatically using our API, creating a complete web3 marketplace experience.

🎓 Learn more about how it works (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfW3pyd0W95jsWP6lZ3kGW73KDrS5P1CVlN5l5xcDXtxjDW1BLxcd5DkN0tW8GnhdT4MBQctW75Dgy51_m3nYW2znHqr2Yw5F0V2dgD_12jXyTW7hqkS_6BHyq7W3vN2tT6DR4whW8_psz93ycZS8VwhWP16TFWz8W2F-xfd6BSks_VTv1F455vK6rW5QqmjD3h-d2-W47_gXk4FLMknVTptDH2DSYTNW7FdlG71L5V3SW96YsK17GHzjxW5YlngP8vlTf5W6v0v2k9jwlWYN6BHzT9YkphwW7pl_j51MLZDYN2H-24x3JH1WW4Ym-LN5ScZx_W8HtbHz897jHFVz8w9D8gJg36W3nRlh14jhlXHN6PYQtMY01JjW2P5JWb2R3cGcW28knc93F9DYsf8FhBhY04 )

4. Where we've been: From Indianapolis to Replit's Demo Day

health-tech-1 (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfC3pyd0W8wLKSR6lZ3pHW7dXPcn18gXKRN4vQ20WDjDltW75qF5r3JzmWzW6RhxJS1hK30_MfMvft8ZT7TN51VgPfqFYqXW6xR23G3YZHRHW2Wbsp23Gk3VJVKvhkz1T6QMLW43c3H34bmffBW6QQzhr10JTLCW6LWKFj3XkSW7W1pJGzm6ZT9kjN683lWrmTR0VW4ttXt239ypXpW4GZ9w-3Y-tSvW2xClBh3j5vgQW7rmrTH9g4GdyW3k21zm6Gh90HW23RqwN7J31YnW2Y5mjM1nvNbRW3QQDVJ2N2SzCVDn7bk1Wyll9W3MQKBm8s6h3gW7sNSLC83fcXlW24p1207lz_ntW86fYQk4LyQQGW2dvfqr3njZ0tf2p2Lv804 )

In April, we connected with industry leaders and teamed up to build newsworthy products.

• Replit Developer Day: Our team was on site in San Francisco on April 2 with Replit (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfC3pyd0W8wLKSR6lZ3kPN2QkcK98tj0nV30rJt87Jn2tW1-L8kP8JmRZfMn6ZW8710P-W4zmhCs3RSLnbW80q4gl3p10PwW4qjbMY5ktSxqW6lVzps5yYsYKW7YjxY49fBJQ6W6qYw998g-7n0W5yFBvW5TpTz3W87JY991BqlLWW66l5k385pG2bN735pQ6gv3g_W6FJd4G2nBzbwW5nwh323KNdJ1W5Dn1v36gHs1ZW6jhXhr3CSf0KW3sC3Q18_3r7CW8qx-0p8b2nLDW1JQnsm7QSlt4W3ChYry5B1G1RW6YZSjn48Fb1kW8j-8195DYQShW8ZfD_p2S40XqW5Jh-wd268S_sW578X3f4MdrqJW5zx0ZR2K31zkf4hV9M-04 ) . Our Same Day Skunkworks Team has built over 20 MVPs on Replit--an AI-driven software creation platform for teams to build, share, and ship software fast.

• Health Tech Fireside Chat in Indianapolis: On April 18, Langar Holdings and AE Studio brought together HealthTech Founders, Investors, Operators & Physicians to discuss the current trends and predictions for AI and HealthTech.

• Coolwater Capital Emerging VC Demo Day We connected in SF in early April with investors to discuss innovations in AI, ML, sustainability, climate, industrial and more. We'll be hosting future events in L.A. and beyond with Coolwater, so stay tuned.

About AE Studio

We are a development, data science and design studio that works closely with founders and executives to create custom software, machine learning and BCI solutions.

Hire the world's most effective team. (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfj3pyd0W7Y8-PT6lZ3kyN6MSMqktPqH5W2dsvmN8-ZLZgW915sJ168FSHSW3jBbrz5kDdSQW68m6v14cNgMhW6km5L24yLRX4N4LXk5qcjxwyW1Pyw288bz8lXVBxQY_82sxfrW2jS-Sx8Z6JjHN8clvZsDPc_MW1pkrtg2j80xGW6Lw3kv1K2hMrW8NbSy25qDHVcW7bW64C5c4bQjW3rwlSr1wRFjqV6Cmlr3J4Vn0VGbpl43s7jldW2tyVnB4dJ1LrW5TmLc14qjC6dW4TQ1ZX8Yt3yCW4Dfh7n4_5k8lW2md1qm5HP2ZZW3dK-pD4y2BC9W7lhgdK5P1x7zW85B13H7bMm0Cf8m4qld04 )

LinkedIn (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgcR5n4LbW50kH_H6lZ3mYW2Fg53q95LgkyW2DMPdP4C3Bv9N3PwXXW6jbJ0W2B2rcR81xDshW1fSc6520v_pqW2BncM791RnY0W6N-D4k67LBR0N97qrrd8DyZzW32LDdW3vd1_VVNqPfX72zdCbW1R7PCB1wC0LVW7Q_ZKM81cSfcW6BCM_j8w2bLfW6s-jwR10TSxrW8nnsZt1Szj0xN61GTTDt-8xfVCmGfs95VZNRW6yXB2b8Q72BRW3NNg0G4cQV6mN1mKWTSmB6dmW3HhlLL4W4T58W8w64NY7FBZm9W7RhqJk13K3XqN1X0B84cczRCW3MSP354TdnLrW8rTl5R3__np5W1c90PG1z-DDtW37Yp5F5DFxrTW1GnSMh73ptpHW7T0gP47zCrKqW1jvppq8x9nhKW6sfDZ07wvvMFf84cJ1g04 )

X (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/DVp0p9GSRDW5RSydR40FgdcW3yn_R_5dXcxwN4CDgfC3pyd0W8wLKSR6lZ3myN2_ypBS6BZygW9cy1wj9f7NrtW2sXPZb33LJCyW4bg59C5B2XZrW7vpXZ81T2FDqW56TnyT48pKklVm4WDn85z1mBW6Y0qPp3p73TTW2g6zS62sk5t4W54Tcqk6XL5wNW8S_Q6Q4dV3NrW7SCS8s6gF9D2W6DxZhh7G8HqPW1w5hDP30QDZMW4lLmyJ8QgDplW8_D1dB3W0DFlN5dhzby1BpqvW5Xf6BZ4rK_9NW4bgTl75Wq0vdW4Whm276p7JPzW4YKMhv8GC0q-W6p38RS7xdP3QW1jFzJg1ZGxR6W85Gw4Z2hlSTbW5HbDbV9dpKS_W76plxk8Vm6LNW68TD502ZSWkkW1CHn2x527Vjkf1V9khb04 )

AE Studio, 1434 Abbot Kinney Blvd, Venice, California

Unsubscribe (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/direct?data=W2nXS-N30h-MTW3_v7HJ49tY75W1VhqJq3P5TsNW41Lcqk3M3ZMWW41yM2j3LDmWtW2t50Bm2TQ1WRW30yN7g3ZFKVQW3VG-8s4cCtRsW1Qy2ZC3BYV58W3_L2vd3QM5ltW3F7XbP1NhCzPW3QS-ZQ3jpS32W345_Pg2KWSrNW1X5zZg3_N6vhW2C-0Hc3dfyPCW21n0vD34ggPSW1X5F0n1BH7Z5W1NDXFh2MXs14W3bw34P2PFfMBW2MpF4k2KCGjGW4chRN72YwGR6W2zM4XX4cqrQmW2PtysM2CFZGQW1SgPd549wc1-W3P1L5K2p9FKFW4rm8RV47GkSvW3NT7d13P7tQ3W1Vfkm52KRjlBW3NH4Sf4cR5DpW2-MLcp3R2j54W3NPqJT2H-RbQW2xLYws2MRYvmW1_4mPp4cwVWFW2RBDls3XZ4HkW38b87W2nVjBpW2B15YD2WQJ0ZW2CTC3Y32qvZxW4mJq2p4mGPVGW2qQ1TT4fGCLkW2y2xGZ4tdfy1W2-Js6X1_pm__W36h0M91_5dF-W2xJlp73b9D3sW4my-XL3g7YsgW4mmC2k2nVPvQW47w24s38vp_1W30zXFM3dtFC7W4tvQCS2t6cn5W3H9s3s4hp-BNW3JQG0T38D1-rW2Tx5W0250qSBW4tn65B3VY5cZW1Nt84547Cq81W2PtBY849SXfm0&_hsenc=p2ANqtz-8kFQJ0fzvwTggTSNdScdfcyFqV-GtLOMkQG6f8MDAEj7k5ffDbvLoNUdI5vxO1nxJikFHiownwpBSJdcB92H6nXimZJ2tSs3ZTjb2VkF3EMXC3RfppGSI61YxX84tWL6nQtpunc0xvelAWlpHD_77CxhaOvQ&_hsmi=306265807 ) Manage preferences (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/page?data=W2nXS-N30h-MTW3_v7HJ49tY75W1VhqJq3P5TsNW41Lcqk3M3ZMWW41yM2j3LDmWtW2t50Bm2TQ1WRW30yN7g3ZFKVQW3VG-8s4cCtRsW1Qy2ZC3BYV58W3_L2vd3QM5ltW3F7XbP1NhCzPW3QS-ZQ3jpS32W345_Pg2KWSrNW1X5zZg3_N6vhW2C-0Hc3dfyPCW21n0vD34ggPSW1X5F0n1BH7Z5W1NDXFh2MXs14W3bw34P2PFfMBW2MpF4k2KCGjGW4chRN72YwGR6W2zM4XX4cqrQmW2PtysM2CFZGQW1SgPd549wc1-W3P1L5K2p9FKFW4rm8RV47GkSvW3NT7d13P7tQ3W1Vfkm52KRjlBW3NH4Sf4cR5DpW2-MLcp3R2j54W3NPqJT2H-RbQW2xLYws2MRYvmW1_4mPp4cwVWFW2RBDls3XZ4HkW38b87W2nVjBpW2B15YD2WQJ0ZW2CTC3Y32qvZxW4mJq2p4mGPVGW2qQ1TT4fGCLkW2y2xGZ4tdfy1W2-Js6X1_pm__W36h0M91_5dF-W2xJlp73b9D3sW4my-XL3g7YsgW4mmC2k2nVPvQW47w24s38vp_1W30zXFM3dtFC7W4tvQCS2t6cn5W3H9s3s4hp-BNW3JQG0T38D1-rW2Tx5W0250qSBW4tn65B3VY5cZW1Nt84547Cq81W2PtBY849SXfm0&_hsenc=p2ANqtz-8kFQJ0fzvwTggTSNdScdfcyFqV-GtLOMkQG6f8MDAEj7k5ffDbvLoNUdI5vxO1nxJikFHiownwpBSJdcB92H6nXimZJ2tSs3ZTjb2VkF3EMXC3RfppGSI61YxX84tWL6nQtpunc0xvelAWlpHD_77CxhaOvQ&_hsmi=306265807 )

[adf2137]

One survey respondent will win a free banana hoodie!

aestudio_logo_dark (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWk7GX6k1llgW1n4q1c63J0YgVhPn1w5fL_H1N7PgQ2K3lcq-W8wLKSR6lZ3npW1rPQFB9h5dXZW6fGk4Z38TJM7N68SkN8bwZJZW72wrKt15f1P1W8Kn9lr8DQcwbW5Trw-y1p7MGzW2q5Rr38qkXrFW4sw0k0478N3wVZ5CFc3rwkkXW5gRNrk98CSddW1jhl7v1YRw03W2R1yPC37RVslW5sDfhH2VsfGKW8bK-6t6n3YqyW62BxDp4YPTTmW2f5x911PBS5gN4pQrRNqVhCFW8tR-7n7L4TlCN5t1DvkK3xxtW545pPs6tGS64W80_QJ52j1WWCW5t__xb1mW-swW68KvzD97VC5zW6Y140g8gBFPtW7MXxRM7Hl2MvN3h-LN98vmTRW8KVkns2dnjNbW8XS27J2ycGFLf5M_Ln-04 )

Hi ,

The team at AE Studio would love your help. We're gathering feedback (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWk7GX6k1llgW1n4q1c63J0YgVhPn1w5fL_H1N7PgQ2K3lcq-W8wLKSR6lZ3npW1rPQFB9h5dXZW6fGk4Z38TJM7N68SkN8bwZJZW72wrKt15f1P1W8Kn9lr8DQcwbW5Trw-y1p7MGzW2q5Rr38qkXrFW4sw0k0478N3wVZ5CFc3rwkkXW5gRNrk98CSddW1jhl7v1YRw03W2R1yPC37RVslW5sDfhH2VsfGKW8bK-6t6n3YqyW62BxDp4YPTTmW2f5x911PBS5gN4pQrRNqVhCFW8tR-7n7L4TlCN5t1DvkK3xxtW545pPs6tGS64W80_QJ52j1WWCW5t__xb1mW-swW68KvzD97VC5zW6Y140g8gBFPtW7MXxRM7Hl2MvN3h-LN98vmTRW8KVkns2dnjNbW8XS27J2ycGFLf5M_Ln-04 ) about AI newsletters and content that are most valuable to our community. As a thank you, one respondent will be chosen to win the iconic "AE Banana Hoodie" from our exclusive, employee-only Gratz store (the first time we've ever offered anything to the public!)

Please tell us everything you think about AI Newsletters, AE Studio and more in this survey (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWk7GX6k1llgW1n4q1c63J0YgVhPn1w5fL_H1N7PgQ2K3lcq-W8wLKSR6lZ3npW1rPQFB9h5dXZW6fGk4Z38TJM7N68SkN8bwZJZW72wrKt15f1P1W8Kn9lr8DQcwbW5Trw-y1p7MGzW2q5Rr38qkXrFW4sw0k0478N3wVZ5CFc3rwkkXW5gRNrk98CSddW1jhl7v1YRw03W2R1yPC37RVslW5sDfhH2VsfGKW8bK-6t6n3YqyW62BxDp4YPTTmW2f5x911PBS5gN4pQrRNqVhCFW8tR-7n7L4TlCN5t1DvkK3xxtW545pPs6tGS64W80_QJ52j1WWCW5t__xb1mW-swW68KvzD97VC5zW6Y140g8gBFPtW7MXxRM7Hl2MvN3h-LN98vmTRW8KVkns2dnjNbW8XS27J2ycGFLf5M_Ln-04 ) — it should only take 5 minutes (or less) to complete.

BananaHoodie (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWk7GX6k1llgW1n4q1c63J0YgVhPn1w5fL_H1N7PgQ2K3lcq-W8wLKSR6lZ3npW1rPQFB9h5dXZW6fGk4Z38TJM7N68SkN8bwZJZW72wrKt15f1P1W8Kn9lr8DQcwbW5Trw-y1p7MGzW2q5Rr38qkXrFW4sw0k0478N3wVZ5CFc3rwkkXW5gRNrk98CSddW1jhl7v1YRw03W2R1yPC37RVslW5sDfhH2VsfGKW8bK-6t6n3YqyW62BxDp4YPTTmW2f5x911PBS5gN4pQrRNqVhCFW8tR-7n7L4TlCN5t1DvkK3xxtW545pPs6tGS64W80_QJ52j1WWCW5t__xb1mW-swW68KvzD97VC5zW6Y140g8gBFPtW7MXxRM7Hl2MvN3h-LN98vmTRW8KVkns2dnjNbW8XS27J2ycGFLf5M_Ln-04 )

We really appreciate your thoughts and time!

Thanks much,

Greg Buckner, Partner and COO

AE Studio, 1434 Abbot Kinney Blvd, Venice, California

Unsubscribe (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/direct?data=W2nXS-N30h-MXW2sWfck4ppmDzW21qw8W2CsWS_W3b2YCT32yzZ1W2KXH3f3VBqqsW45zWPP1NxYnvW38jp-H238wbhW3MbFzp30ylhJW364CwD43wTgGW47V2FF3NGMdKW2Rv9Py2qM-5bW24Txx83ggCB0W32h0NR4pDx7GW2sKCrQ1S8TY5W1LDDH91Syj9ZW1Xtw-p34prDVW4pl6SC3VYsbLW4fQpJm4r7XtWW4pKv8r3b9-LBW1N3Y2M1_hZtfW1QBF-r3ggxKBW2WxdFd3H8-fRW49TNrJ3GMtp6W3df8my4kLlxFW4pzwsk1L9B2LW385C3T2Ppl4QW3jf2P-34G7TvW1Bg4sR2Mk36NW4pJFNk43pDP8W2-Glxl2PNp4nW36llQF2MPrxwW3zfJjB2w5dqWW3DN3yK2TK2yZW2FZQlr1X2cR_W49wBk74hrMbFW3FgxTq30z93zW1Bqr9h32JQf6W3Chb4021kwGlW3GYZ_x2Wk3wRW3H599J3GRhCRW30n-Dz36CsdbW2TwD1q2xRYnqW3ST6J72vTJsHW2Yn5BY3QS-xXW2TqfHh2FSVqCW2PDRk94cNYkbW3z2yVd3C6XvzW383VlK1L7Y1sW2KyJ5k1BLsZrW4rF8xM2HRY3SW2xLwSm366HbMW2FBQkR3QBldXW2xWDGL2KrVCnW3K9yq63K485V0&_hsenc=p2ANqtz-8ileM5UtH4k23HZWpH5sC7VtbSKFQOw1_axQLSuI2PBKZClUwoYZkQpcK7C_Zp9J64HTCfMWoNU7O-2dsPisQOftj7pBmZR3NABIP3SJJf-0iKx5C7myZPDBqN03CJC7X1m9FFOgkXeci2baL1eJcYXMjoOA&_hsmi=309533158 ) Manage preferences (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/page?data=W2nXS-N30h-MXW2sWfck4ppmDzW21qw8W2CsWS_W3b2YCT32yzZ1W2KXH3f3VBqqsW45zWPP1NxYnvW38jp-H238wbhW3MbFzp30ylhJW364CwD43wTgGW47V2FF3NGMdKW2Rv9Py2qM-5bW24Txx83ggCB0W32h0NR4pDx7GW2sKCrQ1S8TY5W1LDDH91Syj9ZW1Xtw-p34prDVW4pl6SC3VYsbLW4fQpJm4r7XtWW4pKv8r3b9-LBW1N3Y2M1_hZtfW1QBF-r3ggxKBW2WxdFd3H8-fRW49TNrJ3GMtp6W3df8my4kLlxFW4pzwsk1L9B2LW385C3T2Ppl4QW3jf2P-34G7TvW1Bg4sR2Mk36NW4pJFNk43pDP8W2-Glxl2PNp4nW36llQF2MPrxwW3zfJjB2w5dqWW3DN3yK2TK2yZW2FZQlr1X2cR_W49wBk74hrMbFW3FgxTq30z93zW1Bqr9h32JQf6W3Chb4021kwGlW3GYZ_x2Wk3wRW3H599J3GRhCRW30n-Dz36CsdbW2TwD1q2xRYnqW3ST6J72vTJsHW2Yn5BY3QS-xXW2TqfHh2FSVqCW2PDRk94cNYkbW3z2yVd3C6XvzW383VlK1L7Y1sW2KyJ5k1BLsZrW4rF8xM2HRY3SW2xLwSm366HbMW2FBQkR3QBldXW2xWDGL2KrVCnW3K9yq63K485V0&_hsenc=p2ANqtz-8ileM5UtH4k23HZWpH5sC7VtbSKFQOw1_axQLSuI2PBKZClUwoYZkQpcK7C_Zp9J64HTCfMWoNU7O-2dsPisQOftj7pBmZR3NABIP3SJJf-0iKx5C7myZPDBqN03CJC7X1m9FFOgkXeci2baL1eJcYXMjoOA&_hsmi=309533158 )

[adf2137]

ALSO: Figma and Pivotal Tracker integrations free from our SDS team

View in browser (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4cn7lFdnW5BWSxg6lZ3nBW8mjms92D8BpbW8vBDwJ461rDHW2M0Fh_38wDH5N3hn-WTgnZtqW6RDsJw8LBJH-W4DQ12c1jVSPhVLlHcN4M5fX7W76Ny9x1ln-gdW2-khJ173JvF3N8wh1qTl4dzzN69K1d7BTfDgM5bTQTqXSD4W3ldMWB38__jwW3h2vhr8PstjSW7Yy49J7qXXCvW8K4nfx1Mg50qW90xR08656FPtW3MCNXR3QPVKVW2wv7Sr5q5K8lW3N4By15KwNRvW3HGH7g2YKmKyW6hHs-q96lQhDW5tzyd45yv8SRW4hyctz4LrH_qW4Jc6Pw3c9g6FW72Wqrb6l4-ydN3Tj9Z64F5WtW4xFs85110870V3T4Gg1qdhX-W1H5HtD3BwcZZW62tDxx3xkxP9W8dY6tW61ftMHW16s6RW69j5RPW3pj5LZ6xJ7-sW4JcccP5pD1VLW47N2W_1gf5KPW7YLW7x8dkyc8W3WVr3515g7bSW3kkcfW8PYfcxW8KF6p46yq3rnVS8djH5NqjvvW7gCYc38C04mZVkj4vZ6zpy5PW19M5SX6rVB55W1TgCmF6_-YqFW1tHCxM2b6fSrW2kwd9-2SNv77W48x9C_2vPfzWN5GJxqHWm8mTW2NPkCD1W9Snyf8lWcDz04 )

AE Studio Logo (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4dz3pyd0W7Y8-PT6lZ3plW7SH4J26RCPbSW6jdV_F90nq1VW40wVQs8ccC8_W6zZn0p2tYZ_ZW6hCWg45XP6TVW1cRjGY2jpvvgN3yC492VWckWW6wX_rh4d--rdW9dFjpZ2j4S_WW90w-bj4gcBG8W558Ygk5_mZjSW7Yt80R820B6MW8NFMML6gDlL2W6PHkMt1DNp0vW1Bj_Q18vdF5zW1r7tVW98DDyhW27WSY28GprtNN6g_Dw8y3KjsW1rKclK66fCbnW72H-Rd22dfkBN2bBVYkv37YMW14CT1Z6RvDSlW99XXsP6x7dLSW1XDYWB6vsGdnW5fT_yT4gCLNgW7lLMQL2w9SH-f534hNg04 )

👋 Welcome back to AE Studio's monthly round-up for June.

This month we cover:

• Facilitating blockchain adoption with enhanced wallet support for Kadena
• You're Invited! June 7 Gatsby-themed office happy hour in Venice Beach
• MVPs from our SDS team, including Figma and Pivotal Tracker integrations
• Our research on fine-tuning LLMs to prevent bad behavior, presented at The International Conference on Learning Representations

Let's dive in...

Case Study: Enhanced Wallet Support for Blockchain Adoption

Kadena_ScreenShot (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4dT3pyd0W8wLKSR6lZ3n7W6-ChlT6pVnqPW4JLjcy5V4f7pVtTkf060tG9lV-S4nt2r2KqqVMGn5540PpchW4sKx2r92XDQRN8DyRssDFHJzW7CyzxC88P5yNW5HJFv26_yKwWVS3B2R8N6lqNW8BWXYk8H8PxyW7YBCDz5-8dhBW3-gz7r1vrQ4YW2vgDlc3rtFVLW68Tc8D2nTdKhW1KdNLM4Qvb9tW4VZ6Jl87jfbKW2QrYXv8MjKSXW6-hly13bvFVqW6pjzkQ4vvJbYW1XzNfT5HD9SgN8WNtzqcspMSW6DkQGD15TvcPN15zYHR9mz8rN2pnrh3vjvhPW5fKRXz2T1-3gV4f-2Q3XJFvFVL1JJT77r3nrf7nXB2004 )

Kadena chose to work with AE Studio because of our extensive blockchain development expertise. Our team helped (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4dT3pyd0W8wLKSR6lZ3n7W6-ChlT6pVnqPW4JLjcy5V4f7pVtTkf060tG9lV-S4nt2r2KqqVMGn5540PpchW4sKx2r92XDQRN8DyRssDFHJzW7CyzxC88P5yNW5HJFv26_yKwWVS3B2R8N6lqNW8BWXYk8H8PxyW7YBCDz5-8dhBW3-gz7r1vrQ4YW2vgDlc3rtFVLW68Tc8D2nTdKhW1KdNLM4Qvb9tW4VZ6Jl87jfbKW2QrYXv8MjKSXW6-hly13bvFVqW6pjzkQ4vvJbYW1XzNfT5HD9SgN8WNtzqcspMSW6DkQGD15TvcPN15zYHR9mz8rN2pnrh3vjvhPW5fKRXz2T1-3gV4f-2Q3XJFvFVL1JJT77r3nrf7nXB2004 ) expand wallet support, optimize user adoption, and make Kadena more accessible to users in general.

The Kadena platform provides a completely decentralized infrastructure of nodes and tools for teams to launch products without having to build from scratch.

Kadena is the only scalable layer-1 Proof of Work (PoW) blockchain in the industry. Our team expanded the Enkrypt wallet functionality and developed the Meta Mask Snaps functionality to allow users to both send and receive Kadena. Read more (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4dT3pyd0W8wLKSR6lZ3n7W6-ChlT6pVnqPW4JLjcy5V4f7pVtTkf060tG9lV-S4nt2r2KqqVMGn5540PpchW4sKx2r92XDQRN8DyRssDFHJzW7CyzxC88P5yNW5HJFv26_yKwWVS3B2R8N6lqNW8BWXYk8H8PxyW7YBCDz5-8dhBW3-gz7r1vrQ4YW2vgDlc3rtFVLW68Tc8D2nTdKhW1KdNLM4Qvb9tW4VZ6Jl87jfbKW2QrYXv8MjKSXW6-hly13bvFVqW6pjzkQ4vvJbYW1XzNfT5HD9SgN8WNtzqcspMSW6DkQGD15TvcPN15zYHR9mz8rN2pnrh3vjvhPW5fKRXz2T1-3gV4f-2Q3XJFvFVL1JJT77r3nrf7nXB2004 ) .

👉 See Case Studies of our work for IncomeMax, Berkshire Hathaway, and more. (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4dT3pyd0W8wLKSR6lZ3lsN6bVkzyLJZbMV2mNP-3Z6NMLN5dsYSWn_FnCW8qwz6P3wkV8HW8GQlbW7rD6sDN3QBM4lKcs3YW1p0_5D3kD7l2W4z_Rjy8rsHK7W8RFV9D7GcK8qW2rCVsn2Lqm9pW6ks4Fy2T7mGzW5YNQt81LtmmYW1nnS5_5rndjrN7NBP6Vf9LqVN1xh43xLlm-mW1_-XyS1FtWlQN49Dp_Zmnxn3W6zy3mK409rjLW7BBb-c2fvH2pW8ygjBx2YBRZnW2QlhHp6CRTVpW80xWXY7JcZxDW1VwnR242yCL-W6wQF4H7ZhW98W4xm19g5zXZm1W2-wTWc77W0HcW8PJhTp5dc_jTW27xcK-4Lb9KCf6NVHHC04 )

You're Invited to Happy Hour! Fri, June 7 at 6 pm at our L.A. Office

AE HH 6-7-24 Gatsby (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4dT3pyd0W8wLKSR6lZ3kLW4f1g-R2D2QqwW11wspx4NS_P2W6hG5Qm9jGhZ-W8K3PVP3NhvCSW3hVj7L4Nj_pjW67L2YQ1hhcxHW156fTS27Jf4vW7jYx6d3jJbvKW4C8jF_2X9JDHW3xLyF26SCkw8W1HjfM03jck6JW5zlK9p2HtSXyW2XYBFw8Sc7gpVnX2Q95_DstHW3MrhFL1Q8pvXW82X6dW5HprWsW44GvGx6fmTcCW258F4K1Tq8RmW97CHYp7fXXCbW63ntVG35gCYZW1B76gz5fwcP2W8kgRTn47PBLbW2lQJGY4zww82W1_9yL_6MlZ9BVXkZCP2X3yPgW3h9Kcw9lkv--W2-6Fjd5WklwbW2m_YT58LJ314f555cgs04 )

We hope you'll join us and hang out with the AE team and community for happy hour this Friday, June 7 at 6 pm at our offices at 1434 Abbot Kinney. Enjoy delicious cocktails and music on us! 🎶✨🍸

RSVP (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4dT3pyd0W8wLKSR6lZ3kLW4f1g-R2D2QqwW11wspx4NS_P2W6hG5Qm9jGhZ-W8K3PVP3NhvCSW3hVj7L4Nj_pjW67L2YQ1hhcxHW156fTS27Jf4vW7jYx6d3jJbvKW4C8jF_2X9JDHW3xLyF26SCkw8W1HjfM03jck6JW5zlK9p2HtSXyW2XYBFw8Sc7gpVnX2Q95_DstHW3MrhFL1Q8pvXW82X6dW5HprWsW44GvGx6fmTcCW258F4K1Tq8RmW97CHYp7fXXCbW63ntVG35gCYZW1B76gz5fwcP2W8kgRTn47PBLbW2lQJGY4zww82W1_9yL_6MlZ9BVXkZCP2X3yPgW3h9Kcw9lkv--W2-6Fjd5WklwbW2m_YT58LJ314f555cgs04 )

Our Sameday Skunkworks Team builds hyperfast MVPs—here's their latest

Agency Gantt (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4dz5n4LbW7Y9pgv6lZ3n_W5XRzYs6YTZHwW15Rx1p66LSk2N7wpjTMFzRy7W7HX8dj1qcJ99W6Bfl2811L53bW4l3NTz4pw66jW8_c46f8zxfX2W7R36TG6VY130W6QjXq68-sHl4W8PRQ2w1V1d60W5Tc1gC2MFbf5W1K7-d23lVckcW2srdCC6npMjZW1BMK0Y75PnpLW23Wq0C6WwMRRW6zVVxK1tmbrlW7tfC_f7N3YYjW52mlQp41G2mBW2QH34530BwZSW7jC99F98VyWmW89XTZx2kjsggW1R6LVy6Pgy6JW2dvVqf2_jv-nW3kv65Z5DYC-gV3xH0P8K0jGLVsPcg85HRdCgW5JL8G32z__m2W1RHQGB8P9mcYW7KcbRR1vxQzjVgxdYK9hTrkNW35tpT25NRlBKW4d7k2b7Pnc3pW7dTQMK8TVf6PN7bLLVctLqXXW5HMN5W7sQ3J0W5MwSKY6Rd-10W6yPvkQ7hFWr8W5SFX0-76cQlKW1YHdxH4qqj28W6PzQcW5wJdbVN5bJCP1XJRllW92jgWm1NNrT3f1n-_l004 )

🔥We challenge our team of developers, designers, and data scientists to produce ultrafast MVPs. They crank out 2-3 new products (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4dT3pyd0W8wLKSR6lZ3l_W347cH2789SwNVdgP392x6_LLW2MblxN7_v3nZV2JRFd5PY_qbW1ZjxYQ5QFddmW3TqcVY4NbKK2V7VF228nxyNHW2Gcsmq8X-TGyW6lz9LG17KwRWW7ByxrV43Nwv4W3tGDZG75JKRfW2036k43D0q8yW713lzj8QKCPjW3tzYbk4TjfjvW5bLsGY4z0VG0W16wxp56J5DHHW2fvQ4c5gwZw1W6h-LpQ5yyntnW9czSjj8yB7v_N5K790yQ4kjmW12VcsG6r3J7_W1s7qNd4CxMfGW6g_YLy1K7fY7W71_2j82XJY6jW555vF67gLbB2VTTljk5QpH9KW7fpP_D7tccrPW70Mq9y5NtxDbf1Sq9L204 ) every week.

⚙️ Here's the latest roundup of the ones you all liked most:

• Agency Gantt (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4cn5n4LbW5BWr2F6lZ3mXW9k1x3t6D5MrzW6gt3xC1nWkQLW3cKWgj7lKcHMW8KnXrn51yR0pW9lSr21979y1RW789Pjj5R-WHWV4QT656v06ZqW1yLKvK2szcsJW2TT4Sv89gRP3W5WWzWB6nN4c4W5v84d48G_mlXW3mgxSD1r8lMzW3L2yMg4rcfZpW7k8dkB8-f95zW6h_6K-2TM7RCW8TnWKF6780jYW4vK5YB5sqPfsW1G1MHR5rsxs8VJKHRY464jW9W1W5klS2BVRKHW9klmLb917LgbW9cYvZ_2mzCKnVsBh6R5Hl08cW3mgdfT5qYkR0W3DwHrm2W6bVzW6V_dNv3BKGD-W7w25_m8rzGyHW1vkF_-5mP7nrW65yDXs8x4HJ0W4_q_V76fgks7W4H8wbs42Hw-QW84X4ps4KP7C-VXB04Z327v1fW4FB0nT5fYbyLf3wJYh604 ) : This Pivotal Tracker integration converts stories and swimlanes into a visual chart so PMs can easily spot and get ahead of challenges.

• Flatten in Bulk (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4cn5n4LbW5BWr2F6lZ3lmW69tlGB2XvJTxVMHHtz6kB02KW3fWsC084mP-vW90F6n81ZY4-pW5KQCgh7tNwZzV3ykdf6CybL0W63ZW5r4VD8jRW4f1tJ5299-CzW7JdJ2m3JcPxLW40k21Q8n4ZczN8S7fbLhL9qvW93qG7_19Gf6fN2tZKM3wSp7JN1fl_6xhW8YDW7MS4Cb5f8yzlVDFk3y319RDKW4-nvy73ksgmGW3qk3c44ZwjyhW6XfkwW600y5zW70_FG99jj1v-W7SLP0Y5l9cqJN1j-44ftvdzHW4Qv0FN2Rzz9xV8d4Pz8dKtlyW1QkSF16RtG-HW3SqyCq7sgfQmW4qsyMb2SK1b2W601f0G8TfmM2W65_j7n6x3P6LW202RyH5GfXfHW4dg5xx9ckLMYW7PQpqP1TtZKHW8-tGgk47XFsgW4D3jhz448BGpf9gqkVF04 ) : A Figma plugin lets designers quickly flatten multiple items at once and streamline the design process.

• Buy Something Retro (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4cn5n4LbW5BWr2F6lZ3mmW4-8xnx7krG5PW3SQ_ch1Qfc4CVH1hss2vMH_-VHfcR95H5HX-VZp9rT5D2CV0W54bW4N2zhXZzW5rhRf84MmmVzW1j7JPk29rh76N6W9wjR4NCZvW5SSdtN4mTfQtW9lBMRB1ZzzHrW7msms377MQPcW3g4XH34PY1pSW7qmJ546M3LG9W85h_Fz6vRkzhW1CvFgF6211T8W9gHQ4T8rrcsxW8BrMFn2-5rZ9W5s0MV15_DR2xF26j7WY70vXVYDpq89ksqt-W8tWYs71TZ14NW2NT_X256cl49VzxSyg2mTDplW3g_RN67-3k_fW8Wx34m5lF08-M3N3n25fcLpW3hGpfh4wXKKgW2B7xpr48P2svW2DfRW27MlD6CW6B6VnV3MHCrlW8y-vln4dKvdmW1vg4jt3GXrNjW6Sdw1Z1D8Rk7f45bNFj04 ) : A gadget ships directly to your home, and most purchases are in working condition. As with all nostalgia, there are no guarantees.

💡 Have an idea you want to build? Let's talk (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4dz3pyd0W7Y8-PT6lZ3plW7SH4J26RCPbSW6jdV_F90nq1VW40wVQs8ccC8_W6zZn0p2tYZ_ZW6hCWg45XP6TVW1cRjGY2jpvvgN3yC492VWckWW6wX_rh4d--rdW9dFjpZ2j4S_WW90w-bj4gcBG8W558Ygk5_mZjSW7Yt80R820B6MW8NFMML6gDlL2W6PHkMt1DNp0vW1Bj_Q18vdF5zW1r7tVW98DDyhW27WSY28GprtNN6g_Dw8y3KjsW1rKclK66fCbnW72H-Rd22dfkBN2bBVYkv37YMW14CT1Z6RvDSlW99XXsP6x7dLSW1XDYWB6vsGdnW5fT_yT4gCLNgW7lLMQL2w9SH-f534hNg04 ) — if our team did all this ^^ just imagine what they can do when they have more than one day.

Our Research: Stopping bad behavior when training AI

Screenshot 2024-05-28 at 1.28.10 PM (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4cn5n4LbW5BWr2F6lZ3mPN5fjn6KT3l9XW7byVlR2KgGKQW8_jS6n6_cwBFW3KX0wz5qbZ-xW95Z0tN1g0-DtW83tH8q2k1wmBW7J5Kny3MdwyKW7cfnsw2WNWVdW47xSpL76KFklW4NWJW31_g8kVW2GKmv14G5SLrW18D1MS39g4K2V4kyFK48hjYSW1ctxpW1221P9W8fNDPV7CgYy6W6WyWQ43Xd9JnW7_DDPm5SVpdCW569RTv7nPL1NV4mGv01Tw1dZW6Rx_DW1k7QMTW8xmwPC8y74Z9V3MJDM4RbbHpW64TpP33sCrfgW80PQ5Y3P3xwfW2-v-pM2t4nvCW2VySMP65nlYCW5QBKt9397cTVVnSCmx6y3Tv0W6zP89N2sRmYWW6ycXtg8Fc5ldW4zCM6k5fyNxfW1N82Gj28J1zsW6XMrLT8JKqkjW8pQx4p8PmPdff80_6dM04 )

As a part of AE Studio’s ongoing efforts to contribute to AI Safety our research team’s paper was presented at The International Conference on Learning Representations. We addressed the concern that efforts to fine-tune LLMs to prevent bad behavior, like discriminatory responses, might result in AI concealing, instead of stopping, the bad behavior.

Additionally, the approach used by OpenAI for dealing with malicious prompts (e.g. a question asking how to make a bomb) is to fine-tune the model to output a refusal, for example, “I’m sorry I can’t help with that”. We showed that a rebuttal, (e.g. “That request is unethical and I will not participate”) eliminates bad responses and hidden behavior in follow-up conversations.

In an academic spirit, we investigated this dynamic in several dimensions and our paper dives into a lot of detail.

🔎 TLDR: Researchers training AI need to be more direct and clear with their prompts to stop bad AI behavior. More work must be done to understand when hidden behavior is concealed instead of prevented.

🎓The full paper is available here (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4f83pyd0W95jsWP6lZ3mpW6DB9w77Q6t1NW1z0hcH2zzm3MW4xXGQ-75L14VW3n-ZHg6D274NW7x5Bz18JWFggW5l8Q2w4Hv91cVBWNK96sY5jYW3y3ySw7CsgVtW13h8Ql80ChlYW3YK1TH1xywhHW3KGf8W3XMf3gW1RnzCp193Nr7W885Ln59dC532N79xKyp8VF0qW5zy-6x6GkCgJVSsL3G1njfqnW78cXYc67w3tbN8C8y6fcCzpzW3XGXCv1NtfB9W1rgFn65L2NyRW4JDtPP3pP1zgVJ_pPT2P_bTGW7B1FlT6LW7BLW360Cft3hQgdQW6HQfQx35Vm1WN4cn0gymmFpVN75MN6HkkQN7W8Bsv9X8N8cZ9W43hbTH4HWxfqW1ZRjpn3Y-kLRf5zm8FR04 ) .

About AE Studio

We are a development, data science and design studio that works closely with founders and executives to create custom software, machine learning and BCI solutions.

Hire the world's most effective team. (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4dz3pyd0W7Y8-PT6lZ3plW7SH4J26RCPbSW6jdV_F90nq1VW40wVQs8ccC8_W6zZn0p2tYZ_ZW6hCWg45XP6TVW1cRjGY2jpvvgN3yC492VWckWW6wX_rh4d--rdW9dFjpZ2j4S_WW90w-bj4gcBG8W558Ygk5_mZjSW7Yt80R820B6MW8NFMML6gDlL2W6PHkMt1DNp0vW1Bj_Q18vdF5zW1r7tVW98DDyhW27WSY28GprtNN6g_Dw8y3KjsW1rKclK66fCbnW72H-Rd22dfkBN2bBVYkv37YMW14CT1Z6RvDSlW99XXsP6x7dLSW1XDYWB6vsGdnW5fT_yT4gCLNgW7lLMQL2w9SH-f534hNg04 )

LinkedIn (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4c45n4LbW50kH_H6lZ3lNW66sDyV1JlzYbVscb313zqYMJW4hPLk348pyrKW5sMG1049V-hbW8LhVXL77TT_gW1x6BjP1NYVmmW29cndk19M1T6W1FR5dT79Q8jPW6bk-ZQ9dFdTLVNVLH_7mWKMWVsJCBv6HFZC1W7zm3j976d3GRW9hRfRq3BL5C9W4nnSdb32TcV3W3-JPwd5-Ylv6W4-x1N13w-lchW91LvMt3hDGxNN3L5SsQVcLFXW2JgQc17gjN-LW7gfl-m5kt9PPW8P6nzy2-rfDjW2TppYS2cZwL_W3KQXx_6CTg5RW5MGSKz2QjV6NW4QwQh53XS364W2Nfv1Z20dxkNW8M3k9w6zs3mhN5Jktzd9tr6RN8ZdYF2Rf0snW7vByfV5mj4w1W3f429V3zC7rWW7-DF8Z3_h6cdf8919TC04 )

X (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VVZL9q1C2Kr8W2R__XV6pzmx7W7jDgJ35fWzGfN4sL4dT3pyd0W8wLKSR6lZ3n8W4nBrcV4TPtSXN1s40C3FF-knW72rHww62XZQrW69YJXX2pGRDSW5P-NZX52L3SrW7m0XHc4cb56vW1vN_rP8m6s23VwLpCj4S-QJJN262V7Dc66QVW7WMz7-83Bsc4Vf2tt31p3kBdW3_p2v84l79rkW5xKd7S3b_zZXVyvLC56QlNBxN6Vb7-y9TR_LW4b8VJj7_Y-l8W35rm6t4nPKdXW4w7gzP62rcW3Vj1k8w4NsQzqW5BpHLp7wT3hfW4qxFlj4Svg9XW7ZLwdk2xH8RbW6vMG9d2FwNtDW3VNsWg8xp4SsW9lbvgt47vtFhW7Lrw2Y3S5ydbW2x70X21ymvDnW7lk3sy6yJVMqf7nP-r604 )

AE Studio, 1434 Abbot Kinney Blvd, Venice, California

Unsubscribe (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/direct?data=W2nXS-N30h-MyW2-qWXy2xFSh4W2t1dsB1XwCTMW2w1Tf42RlJkkW2HFyrk1Zchf6W1W-tFF4r7YKQW4pBTT547y2qrW1SwhCm49P9TDW3CbB073VRkjlW30rZKs3C2NsgW1NBR1S3DWFcdW3C7m054cJ371W4p7KJZ34nDWqW2vTnTX41HN_NW23qfsT2521HVW2CZB8r3SYKJgW36fgsc23jrllW3JT6Ly2MFvlcW1QbPx63C8xhXW1S4LGt4tpQB8W364Y-620ZYjbW47vCyS4msBRmW2PvRsX45XKF2W2KD4Xm3HctygW41QWTJ4tdGtHW1Qv-zP41v0_7W4mk3lF3W2LHXW30t_4S1S35DlW3XVqDX1LfLl_W1Vyx2f214Ck0W3XZ7ky1Zs_Z3W2-fhyh4mrgVWW47pFsm2CSmqVW4hGkJD2xJSZpW2My3Lv3DSjMDW45QWl12r1WhCW3JWC4f2CtJqvW2xNZ5F47vdy5W4tt7bb2nVPnXW4cqths4ckSx3W1Z00TF3H4Ph5W3SZ90f36Fz01W1SsPRY1_34ZCW3R3D1P2THRKHW3gcgwV43GlXmW2YxsBh1Vv_05W21nMrJ3XJqxdW1Nn_NM2Wtj0qW1Vd1q132DjqcW3d0dvK4hxJCBW3Vzx7w32jdTDW1NdhLQ43SMNZW4mDKqq3z3lsgW1XrTNT2xNwz50&_hsenc=p2ANqtz-9iuor5WQhAQhPxCyBdaFkE5hxkQ3ZFgx4t4Ygz6uFjY0NfEwO-h2loBmfkQIUB2aECFqmRYcDKDCuul1pM80nlYk4Rx5EugyE7asWq4Jyf1psTN_t1DxKGa_FmHLLWVggfjzrAkB-n-RuWe4LIY84pY4WLUg&_hsmi=309980481 ) Manage preferences (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/page?data=W2nXS-N30h-MyW2-qWXy2xFSh4W2t1dsB1XwCTMW2w1Tf42RlJkkW2HFyrk1Zchf6W1W-tFF4r7YKQW4pBTT547y2qrW1SwhCm49P9TDW3CbB073VRkjlW30rZKs3C2NsgW1NBR1S3DWFcdW3C7m054cJ371W4p7KJZ34nDWqW2vTnTX41HN_NW23qfsT2521HVW2CZB8r3SYKJgW36fgsc23jrllW3JT6Ly2MFvlcW1QbPx63C8xhXW1S4LGt4tpQB8W364Y-620ZYjbW47vCyS4msBRmW2PvRsX45XKF2W2KD4Xm3HctygW41QWTJ4tdGtHW1Qv-zP41v0_7W4mk3lF3W2LHXW30t_4S1S35DlW3XVqDX1LfLl_W1Vyx2f214Ck0W3XZ7ky1Zs_Z3W2-fhyh4mrgVWW47pFsm2CSmqVW4hGkJD2xJSZpW2My3Lv3DSjMDW45QWl12r1WhCW3JWC4f2CtJqvW2xNZ5F47vdy5W4tt7bb2nVPnXW4cqths4ckSx3W1Z00TF3H4Ph5W3SZ90f36Fz01W1SsPRY1_34ZCW3R3D1P2THRKHW3gcgwV43GlXmW2YxsBh1Vv_05W21nMrJ3XJqxdW1Nn_NM2Wtj0qW1Vd1q132DjqcW3d0dvK4hxJCBW3Vzx7w32jdTDW1NdhLQ43SMNZW4mDKqq3z3lsgW1XrTNT2xNwz50&_hsenc=p2ANqtz-9iuor5WQhAQhPxCyBdaFkE5hxkQ3ZFgx4t4Ygz6uFjY0NfEwO-h2loBmfkQIUB2aECFqmRYcDKDCuul1pM80nlYk4Rx5EugyE7asWq4Jyf1psTN_t1DxKGa_FmHLLWVggfjzrAkB-n-RuWe4LIY84pY4WLUg&_hsmi=309980481 )

[adf2137]

Subscribers like you get first access to book our rarely-available AE Studio dream team.

View in browser (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX784YP3bW8wM7ks6lZ3m1V-XwF44rFYHXW53YSzV7Mm9GYM9dQNzlKGLsW7zxPDV3jfjsWW2QXT9x650tt9W3hSgfK2hF4s9W3BbGPK1v1597VCG3Pb1P_9CbN8SyNDyl3ghwW8wZqW55ctPpKW8VzMJK5PpNVSW8bRqS-8lBsnwV2f3FY6XJGf7W41-0DD1cKxK3W5V2LqZ6lSWnyW92pnLv6L9mH6W1mvWdZ69lR6ZW4Ntv_g3SK6KrW3s1k4k3HjnsZV2kgq_87tSjnW9cD5kC6ydJ07W6V1-254fB3JzW3gQFjM80zPfBW6Nb3F731jQ1FVbxQjN2GjMCDW7yYnCz7XsrLsW52tJ165LcF6xW7W8gyD6mnVnJW5HRBbT3_ChfHW1x-1v53GKlD4W64D45Z7RzSCnW1McjvV6dqG-yW4v8TbJ43gnNwW1dC_Db3jvxzJW4XkzQ92145_PW8j0J8J49lHh7W5xvfk85C0rs6W3qtg0G5YBGnwW7HK9sm8LmDl6VlBMw67-bhkpW3v2V049j3J_gW21SQ3_5md2jXW7R-kLL53RvhCW238VYL7j4tsFf2d5W6404 )

AE Studio Logo (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX6T3gVDYW7Y8-PT6lZ3lzW2wZqLG1jbhl9W2H7GxD3MfynyW7cRlqB7-zG3xW6HXr3F6tDXsHW5H9ndz8Tw-YSW6rCj8X8JvSxtVXp_Dr8GF0PFW3shhYy2SPmY7W4SC8SF1gRNhGW7NwtX13PGMKhW7ttbrf1PQcG8W5LcPzk5zC5G4W4XgwhQ7pHFfcW58M6LP2qv2rCW57N7ZM27rDvCW5lv_rM7FL3N7N74wphYcjgfrW6CZSh58xm1n_N7kGQwW_STR9W60WSLP5ltCppW5fglT45vnP0vW2VS3fJ2x8pPwW3-6KkF21-xKLW4h8FSc2bB-QNVnXHJQ6Rq-xrVT2GkJ1-6-1sf1qQQ6M04 )

👋 Welcome back to AE Studio's monthly round-up, where we highlight some cool stuff we've built and key happenings within the AI community and beyond.

This month we cover:

• How we built an app to support Eurovision Latinoamerica's live voting.
• First access to one of our rarely-available dream teams, known for designing at the cutting edge of LLMs.
• The latest from our Same Day Skunkworks team -- including a tool to cheer you on (that made Product Hunt's top ten)
• Events and talks with our team from June.

Let's dive in...

🎶 Case Study: Eurovision Latinoamerica's Singing Content iPhone App

voxovation-iphone-images-1 (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX783gVDYW8wLKSR6lZ3nFW8PYpwn7Fsc0SW3gCGBM5JmgzrW5XXzQ98304_TW3x838k75VYVHW8RQ3_F24wghMVsG0y012WxKqW5JgbW-382bB_W1KZKMD16xB7zW4Xvbx71GQtHBV1nGXv2-GMj3W62Fb518-LQddN7h_SdJqHj7nVWG0z31m2lnZW394wV010ppZZF70pF1v92_mW52wdJV5Wl_0VW6pfCRm3mHfvcW2_J29m1y0d8cN5W-L603cNmkW7Nx7tB3lp3RxW1sYmX71r0wvcVzHsbS1QKjrmW3353wh4xtS68W2CKn_n4bJ61LW9cxV-31rrd9FW9kG02d3b-DgkW7jVj_W50Y_vXVhGD1l6BN-9gf6R7vKR04 )

Eurovision, a global brand with 162 million users, worked with our team to help bring musical contestant excitement to South America through Eurovision Latinoamerica.

With 1 million users expected from day one, the Voxovation iPhone app we designed and developed (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX783gVDYW8wLKSR6lZ3nFW8PYpwn7Fsc0SW3gCGBM5JmgzrW5XXzQ98304_TW3x838k75VYVHW8RQ3_F24wghMVsG0y012WxKqW5JgbW-382bB_W1KZKMD16xB7zW4Xvbx71GQtHBV1nGXv2-GMj3W62Fb518-LQddN7h_SdJqHj7nVWG0z31m2lnZW394wV010ppZZF70pF1v92_mW52wdJV5Wl_0VW6pfCRm3mHfvcW2_J29m1y0d8cN5W-L603cNmkW7Nx7tB3lp3RxW1sYmX71r0wvcVzHsbS1QKjrmW3353wh4xtS68W2CKn_n4bJ61LW9cxV-31rrd9FW9kG02d3b-DgkW7jVj_W50Y_vXVhGD1l6BN-9gf6R7vKR04 ) empowers real-time voting for favorite singers and lets users play trivia and earn more votes by completing challenges.

Voxovation exemplifies AE's UX design principles. Everything we build:

• Requires the least possible exertion of user willpower
• Interrupts user flow as seamlessly as possible
• Allows users to remember what they are doing and accomplish it
• Let users rely fully on the product and trust it without duplicating functions

👉 Learn more about our collaboration (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX783gVDYW8wLKSR6lZ3nFW8PYpwn7Fsc0SW3gCGBM5JmgzrW5XXzQ98304_TW3x838k75VYVHW8RQ3_F24wghMVsG0y012WxKqW5JgbW-382bB_W1KZKMD16xB7zW4Xvbx71GQtHBV1nGXv2-GMj3W62Fb518-LQddN7h_SdJqHj7nVWG0z31m2lnZW394wV010ppZZF70pF1v92_mW52wdJV5Wl_0VW6pfCRm3mHfvcW2_J29m1y0d8cN5W-L603cNmkW7Nx7tB3lp3RxW1sYmX71r0wvcVzHsbS1QKjrmW3353wh4xtS68W2CKn_n4bJ61LW9cxV-31rrd9FW9kG02d3b-DgkW7jVj_W50Y_vXVhGD1l6BN-9gf6R7vKR04 )

✨🚀 Book a rarely available AE Team -- first dibs for our newsletter readers

AEDreamTeam (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX5H5fr76W5BWr2F6lZ3ppW36fYwf4YhTdkW6YvChb28pM2nW6FwHxL7Q5rhjW2pgnpp4v5G6NVyFJYx5GZ9VFW2wBYF_2l1l5FW3tZdS_7fCTlMVcCfrs9fk1SrVbqLMk28s1sGVvJ4V01832WxW8hgbf51DPcvZW2xJHTN1ldLrwW7pyC9H1ZnY-1MxsKHMFC_pMW2vy-763pzj20VnxY791N_5tRW91LnFl5WVV_VW5HBkhK5s38N5W4gj494611nvwW4FHP012KRDpwW4jRRsq7QpD2SW5Jg85L3D9xx3W286lW05KGj6jW7BrH0G7tCtjzW4LzdjW6dhT6wVX1sPs4psrvWW2W2TPy3Qn_BRW5qMr2r11C3-RN4ZtzhYZ68vqMTwrh0DXrF3W8xwtMG4BnXrWW32dcjP2zSJwGW2Q6j9m8Zlhz4W4b6byj7Cg6Wcf4svjLq04 )

We're giving our newsletter community first pick at an AE dream team in high demand. Fresh off of a cutting-edge project, this group of data scientists, developers and designers are actively evaluating ideas as part of an open call for new work.

This team has deep experience developing multimodal LLM-driven chatbots and computer vision solutions that take products to the next level and streamline internal teamwork. And they're almost always booked!

If you think your project is the next one they should work on, please email our CTO directly at @.***

Not sure this team is for you, or have another business idea? Book a strategy call now (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX5n5fr76W50kH_H6lZ3pkV8vg7z6SyNRyW1H18BP8mTBCyW2pChkD4n06ZlW2jXqfl9cY0PvW7RKnFR3Ygz9zW26_2wk88pJhmW9hx7Sc4dqyDpW79v5V_26ZDdvW32mzpz3LKVX0W8PnSny3rRxywW4wYt7S47dpm7W7C-9JZ3lq_0-W8w2llz5xzMYbW8yMyG-2pNr_NW60rb748XpxnVW467WpM68RJ76W8YkFRv148zDXW2J2zyv2ns_KhW1t3sG66S237CW6JhRkD8Cn8THW5lBP4B52-Lk9N408RqBF2kqfW4s-kB68gB3vgW4B1cBD7khL5pW53rzdf2LZgyGW62cMdT4gNNfCW666r0g59Z5T1W2TBW303h94hcW681F3W62hbyKW3hzR3X5btVwDW20P5GC8BJsFqW5-0PVn1PDXNYf1s6smT04 ) .

⚙️ The latest free tools from our Same Day Skunkworks Team: MVPs built in record time

Cheerleader_AI_July_Newsletter (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX7s3gVybW95jsWP6lZ3kHW7Dklz538Qd-zW3KLfz726prDNVh9Bgt9dgs7JW5fqWdg8QZ-N4W1rSFcZ8yP7sBW7PbK_g6G2NK1N5NN-5K6S0BqW8GN_bK3fLFqDW1Lvgbf5WnMtbW133k9z2FJQYMVj4G1F89HxZ1W7xVdzl3RfGhvW5mXymH6vJb4RW42tldZ98Dp1SW8hZWH73V4r6fW6x7Nhp17xRS7W6nGcpL4RTjQLW6sbB_c84nsmhW3959wz7KHP9lW7N2JVT8lMdqHW4gm49Y539mStW1SmSSY3ycckdW3J4qKT7qLyzSW31wW442LWjnKW6Ytkvp6NDPD-W2BVhvy8TyWgzW90mp5225C235VDFzXn997FY9W1PxM282rhRddW7NcjZv7JNk4Vf32ygB604 )

💪 Our Sameday Skunkworks team builds MVPs in record time that launch on Product Hunt and get shared on Hacker News. We have over 155 products to date, all free to explore (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX6z2-dz0W7lCdLW6lZ3pVW8rQQyD3fNlxjW3lHcTy2f00kvW1wpDg716gbDRN2-QDQ6hJqzQVhzNCF6cjlJTW8fT7D88DNK3KW29ng-C6xSGlBW2_f8LG6XCBppW6zLY7f76bDyZW7d7N7z8xH78mW2QDG8r6vzm2gW7L5GWg574wTTW4vlpX349ThdWW4vXnJf7ZMFzPW2rnX7m96QQj2W2RJtDL22vPN1W2zf7nT5pbt__W1fKsRW4w26TCW17QNTJ7WbTggW2mvjqC4N_WMXW7lBJvx36GkRhW7F00vZ5gHDZCW7b5VCS1vn84bW1zFFL84bKkwbf4S3wP004 ) .

⚙️ Here's the latest roundup of the ones you all liked most:

• Cheerleader AI (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX783gVDYW8wLKSR6lZ3pYW8k7Xzb83DQ8sN8fGStsjmqLSW452C5P1hSS1-VLRWhk7hXkXfW1wdbxp2c_ZSRN27h01RjBnmgN5QZF2RYYL3XW96T2q93-HY8SW7wvWsm8mkLK8W6wjf5X5Ffh05W5r86Mv332rmcW1cLFFP2BxxFbN28NBm17DbB5W7xgqRs6dS10kW2wJZ-l1vgGQHW1TJ6RN7bZg1QW2jPWYz2DV0bFV_qJpL8DD2BRW4ykL_B3j1PCHW1lwYrW92j7m2W2_GWS5594rJsW6_WLZj8fpQhNW7tNkhg8zgVjdW6p11mm43ZQBFW625V784KWJJqW8-SqPZ7QGc6KW4lqnYV8VzP3pW2YNZJ163-rTSf8fNWBg04 ) : Boost motivation and productivity with your very own virtual AI cheerleader. Voted into the top ten on Product Hunt launch day.

• Good Tripper Guide (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX783gVDYW8wLKSR6lZ3lNN2vRd8ptlSF7W6pwdT74sB0YbW1pr92m5tc_TBW1rB21z62z6vMW7s0GCK8qPhvJW3Hztc13dY6g5N59N3_yp_lp6W5p7wX78lNRbmTCPBv7mwYN6W8-nwl06rXnP3W3nTW1T5z46YZW40FdLH7bdRg4W8gn_bb7Q0wTZW5lrc7w5qyvbpW39bkqP20sXbdW2GlZXT6PhFtsVSf9Hw8v9gRTW13_SRp1s7pQDW1l72Fg8hgpRVW4PsHgG1vrcggW6MRmtt5-rt33W2k33Xk8c6fj5N3kQ35Jf_Y-RW5Sx_571L1GVXW4xG6XV4SY8j_W8_xrWL7h9gFBN896PFt851vXW4kTxvw7T20Szf8f0Kz404 ) : This tool reveals local historical landmarks based on your location, an entered address, or even an uploaded picture. Discover new sites in your neighborhood or abroad.

• Nestless Code (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX783gVDYW8wLKSR6lZ3q3N61BYSgcWFw5TY11h4MRD2wW2G1ymP3DN3QDW47M1Yj25bvRgVND_xP5Dy4ZnW1VL5vk7JtrKgVGjQv236wQvWW2dv9Z86GlcGCN4DgK53bQqR3VNpd2-53-bx9W7vWCtB2zZfcLVzGnJ69bjdCnN8tfjsdWFdtLW7fwx8W8_dKcsN3mPxsSQDRvXVqpvsG6G9-NTW81hFxW1fGzzMW2hSKnV6c0j-8W3SlP_D2Zdc9NVtht172wgRWnW5bYDy02-3mrvW8YKy5m81TP0jW2cMHzF1GzWGgW3vGV2p3cQb8yVVX-Hh5fMC6XT8p-f4kT0K-W1Sks8R5-9f3WV2KtDw4D77_3f85sRWC04 ) : Keep your code organized with this VS Code extension, designed to help you avoid the "pyramid of doom" when indenting code.

😎 Like what you see? We'd be thrilled to build out one of these tools customized for your product or business. Let's talk (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX5H5fr76W5BWr2F6lZ3ppW36fYwf4YhTdkW6YvChb28pM2nW6FwHxL7Q5rhjW2pgnpp4v5G6NVyFJYx5GZ9VFW2wBYF_2l1l5FW3tZdS_7fCTlMVcCfrs9fk1SrVbqLMk28s1sGVvJ4V01832WxW8hgbf51DPcvZW2xJHTN1ldLrwW7pyC9H1ZnY-1MxsKHMFC_pMW2vy-763pzj20VnxY791N_5tRW91LnFl5WVV_VW5HBkhK5s38N5W4gj494611nvwW4FHP012KRDpwW4jRRsq7QpD2SW5Jg85L3D9xx3W286lW05KGj6jW7BrH0G7tCtjzW4LzdjW6dhT6wVX1sPs4psrvWW2W2TPy3Qn_BRW5qMr2r11C3-RN4ZtzhYZ68vqMTwrh0DXrF3W8xwtMG4BnXrWW32dcjP2zSJwGW2Q6j9m8Zlhz4W4b6byj7Cg6Wcf4svjLq04 ) .

✈️ Where we were in June: from L.A. to London

Exploring Virtual Beings (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX6g5b5l4W6N1X8z6lZ3lcW27DF2B6qbL8pW6hT4mm4TJcxBW3VTMhy2x98_vMNSVRzssRDPW8xh8vK6gxJyHW4Fy0x09fztXJW3jmN9h61gnnVN7ppM4zZ0WQ6W42bjWV1mXxHYW7zg0jx8pTtnMW481Yf93tt3NQW3TwJ9t88yX3WTtpJb3yvHGpW4Qx_DS3MnyvZW5mNb7n63CQFZN2bRC3xPtCD0W6ZRLl74_CWqnW7DdMRh2rQ0GKW2PZy8r81DG-yW4kbdkS4CcR_qW2zzpwM7m_QLyW2dRNcv8DbWqJW9bjTg01m4nJlW1ShyFs90xQzNW7_q5BG3ttBffN5cwvxK8jHt4W6cyWP_8XYDQmW8mx5xd8kS1NrN9gWsCZ8-VVMW5TPG8s53fY7sW7z_pb34h_WnxW2cQ9sC4xXRHkW1gR36428plhpW4X2P5w8GH-rNW5KFVsb7Htf45N9djhyFYfc-WN2RY32Wglry7W1M-vV55PdzYsf8qZ6Gz04 )

Our team was jet-setting and living the good life globally in June:

• Artist and the Machine Presents: Exploring Virtual Beings Our CTO, Melanie Plaza joined this panel on June 26 at NeueHouse Venice Beach to talk about custom avatar design and more.

• Responsible AI Symposium Judd Rosenblatt, AE Studio CEO, spoke on the Responsible AI Development Panel on June 20 at Loyola Marymount University.

• AI for Good We were honored to be invited to London by our UK-based social enterprise client, Income Max. AE Team member Tim Cannon supported the launch of MAX, the AI chatbot with a human heart (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX7s3gVDYW95jsWP6lZ3mPW77gg6S80w4ylW6WnxCJ5r47Y0W7TsdsX47s87qW6mvPR96-MN0NN6nQJrxB8fLPW5r4NMQ38_4hRW5Cbybr1N1C9gW4jDMX67TpbM5W8M5n3_4vC4PXW8H9P4N6pjxppN3NBzX2BLyhFW75tn0Y61rf6LN4gVR_sQTBVHW8r5k4y5Q39tpW5xk1XM4N6F7KW7yHYjB3TgktMW2nqBZk7F6Z4qW2Lz8Z4117rwdW4PSPYF2z1_VfW4hF0CD8y79BQW7DxkGT1w-6zyW7PDhpH143nM6W7CpgYR1LtYSMW5gRMyN46G03bW5XNKS75DNJFmW2x2wcD1HHrC5W1MkrNF3Cb37LN2Zpfx7mYD8sW8jCLhk5hTgxSW1Gr2g54K93vxf5vG6wT04 ) .

• Manifest 2024 From June 7-9 we joined hundreds of attendees in Berkeley, CA at the second-ever festival for predicting markets to talk forecasting, rationality, effective altruism, economics and more.

• AE Studio Office Happy Hour On June 7 we hosted a Gatsby-themed happy hour at our office on Abbot Kinney in Venice. We had a great turnout from the community, our AI network as well as the AE team in L.A. Thank you to everyone who came and stay tuned for more of these events!

About AE Studio

We are a development, data science and design studio that works closely with founders and executives to create custom software, machine learning and BCI solutions.

Hire the world's most effective team. (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX6T3gVDYW7Y8-PT6lZ3lzW2wZqLG1jbhl9W2H7GxD3MfynyW7cRlqB7-zG3xW6HXr3F6tDXsHW5H9ndz8Tw-YSW6rCj8X8JvSxtVXp_Dr8GF0PFW3shhYy2SPmY7W4SC8SF1gRNhGW7NwtX13PGMKhW7ttbrf1PQcG8W5LcPzk5zC5G4W4XgwhQ7pHFfcW58M6LP2qv2rCW57N7ZM27rDvCW5lv_rM7FL3N7N74wphYcjgfrW6CZSh58xm1n_N7kGQwW_STR9W60WSLP5ltCppW5fglT45vnP0vW2VS3fJ2x8pPwW3-6KkF21-xKLW4h8FSc2bB-QNVnXHJQ6Rq-xrVT2GkJ1-6-1sf1qQQ6M04 )

LinkedIn (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX6T2-dz0W7Y8-PT6lZ3n6W5d5N_x4zs-PPVj3t1N96Q7SrW52KNbV4BMy-ZW1KFdmq8FR751W2crqfR426BCGN3MQL3YZBrKZW2jzmyT1wg0t3W5wP-9w5Tm342N74FKc0gZQwzW6DgqHl7MQ5QHW5NqSF37R-7FnW188Bqf8GPPqnW1nbdhT1K6pFnW1htq7B7WbwxxW3JbdFX53Z2fnN7PF8PbFSKr3W3xRH0-4cZZj3W123sCg2Y_B2YW7D-HHl33K8SkW2HsJmW7ST0s4W3qCs757NPm3ZW6bK0qW2GQB6jW6Z5nGm6fzNM6W3HpfwN5XSKLJVf5Zbd77DBJNW53svvn7cBr3Jf4jBSPM04 )

X (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VXhNCN9jkcghW66PFWZ5lj6QFW4lQ0X35hhTpfN8GDX6z2-dz0W7lCdLW6lZ3kJW1PLxM06p4j7xW7rqKv440m_T3W4r3TfN8r2vmPW5k6mP-6GsyBbW2h_BG46xdLwKMf8l9GF0Hm0VPNC9C4Yd3_jW1lMsK68sB2jLW6FF27b6j8VD3VdSzKx4mlqGJW5kKvw81vr51lW27NlvR3SSrSkVnTJ4R8Rv-WyW2rlWrT3Sz3mJW2db-c16gwb7QW1qw3ZV2KLG68W7t2v6C7gj-78W1Xznty8-K1k5VjGvJj508kzZW5VW-td1P64pSVKNSGJ8kgn7-W3S2K7F7QJSZSW7CzL731p0HrWVsW-Ys486CyBf9bgwKC04 )

AE Studio, 1434 Abbot Kinney Blvd, Venice, California

Unsubscribe (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/direct?data=W2nXS-N30h-FZW4kDZpZ3M1S4SW2MDh-B2Tr4C-W47lg_Y1NxSbsW47C30s4mvGjxW1-XzX64hdrTdW2MWgF04fqdFJW3GFGQx4rH-3DW2CVRDv2nR2jfW2s-Nt445Cfp8W3SSLVG3NDfRnW3_vFbG1VyVZMW3R3bDW49NmgYW3d0-mY3DNwCkW36fKBZ3P6LfwW1NFGXK1BL3sqW2Rjc9G1Q5r9jW2qW1G03gqTyNW4m9vzL2MLXWfW4hH9xc45PCbjW2p5t9L1XqKfGW3g1fhz2-nmK9W36g6P_3LV73lW36y4MB1Z7VwLW3XZvF93SNCm9W3XGK9y36kt2gW2WLtxz3QS6r_W4hKcrW2qLHpdW2vLgZ1211BRwW2WMP2D3XVpdhW4tvSgP3DZ4kZW4mmYys2HCVrVW1SdhVX255sXlW3GY3DL3W3_tkW2sKdPk2zPBZ4W4r71yT45xS65W364y612HtJS9W3VGyH53blGLGW3VJB8m30JCR3W2sLrnS2zLGRqW30JGm13SHBTRW3d13DB4kGb85W3VS3Cq2sxDRSW43T9TZ3R5c7TW2zx2WX1NxZ42W3X-N-G30yHncW3h-Zdl2RsZ7mW347FQs3jrX8LW2HHwv32CWB4_W1SfwhJ4mC0YWW4tf83V2zyLdxW2CLWhm2HFr05W1YX1Zl3BY2lsW3b26sF2FTjww0&_hsenc=p2ANqtz--REHMCpmvjipCdHhf9olU9y3rQwprmR8TRW4243qOPvlRHGGxloaLRuvsC0ZGdIANP1SNDW0d_-5ypGJwrsq-_9PzlKh6-k5fzCEIP7Vx_OIy1VorIa8cJocHW-u8Nercbk9e8vJyIbzusAPJrp43f-ln-Iw&_hsmi=314880701 ) Manage preferences (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/page?data=W2nXS-N30h-FZW4kDZpZ3M1S4SW2MDh-B2Tr4C-W47lg_Y1NxSbsW47C30s4mvGjxW1-XzX64hdrTdW2MWgF04fqdFJW3GFGQx4rH-3DW2CVRDv2nR2jfW2s-Nt445Cfp8W3SSLVG3NDfRnW3_vFbG1VyVZMW3R3bDW49NmgYW3d0-mY3DNwCkW36fKBZ3P6LfwW1NFGXK1BL3sqW2Rjc9G1Q5r9jW2qW1G03gqTyNW4m9vzL2MLXWfW4hH9xc45PCbjW2p5t9L1XqKfGW3g1fhz2-nmK9W36g6P_3LV73lW36y4MB1Z7VwLW3XZvF93SNCm9W3XGK9y36kt2gW2WLtxz3QS6r_W4hKcrW2qLHpdW2vLgZ1211BRwW2WMP2D3XVpdhW4tvSgP3DZ4kZW4mmYys2HCVrVW1SdhVX255sXlW3GY3DL3W3_tkW2sKdPk2zPBZ4W4r71yT45xS65W364y612HtJS9W3VGyH53blGLGW3VJB8m30JCR3W2sLrnS2zLGRqW30JGm13SHBTRW3d13DB4kGb85W3VS3Cq2sxDRSW43T9TZ3R5c7TW2zx2WX1NxZ42W3X-N-G30yHncW3h-Zdl2RsZ7mW347FQs3jrX8LW2HHwv32CWB4_W1SfwhJ4mC0YWW4tf83V2zyLdxW2CLWhm2HFr05W1YX1Zl3BY2lsW3b26sF2FTjww0&_hsenc=p2ANqtz--REHMCpmvjipCdHhf9olU9y3rQwprmR8TRW4243qOPvlRHGGxloaLRuvsC0ZGdIANP1SNDW0d_-5ypGJwrsq-_9PzlKh6-k5fzCEIP7Vx_OIy1VorIa8cJocHW-u8Nercbk9e8vJyIbzusAPJrp43f-ln-Iw&_hsmi=314880701 )

[adf2137]

👋 Welcome back to AE Studio's monthly round-up, where cutting-edge tech, wild creativity, and "wait, is that even possible?" come together.

View in browser (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ7C4YP3bW95jVnq6lZ3mdW1_-F4B5PZNC8W8h1sFj98LbctW3zRjyb3CdLgCW15N98b6tgGNyW25CRfg58Ms2kW6V-wsT1PYtlPW93Df065Zx-FHVhDQBt6wcQyYN6V3_SCTkkWPVC2K_P53xc-pW2sQPj83LPJFqW2b1Q3M54y7cQW8jxn5G5j03DBVLnVhs8LfqC5W44gQJh15Wqc_W5JQ7nn386kGDW8Swbkm1dWb3kW1y0MFw7DksXJW24X57k8rF_BzW2kLzlT7bhqJkW7xGB5q49Z3XgW4Yx2GT6V8r4-W8Lqt3Y57gWP8N2KfY42dHRKFW91hPjG2f8KYFW8hzs7G64YSmpW6pby3L2lXd6YW1k6D1z5JZGnFW4NXx1w1Z9pg0W7YWQQz77sPGrW6kMBPp4-c8TVW5Tt8WB1Q3TGFW57B6CK7zBQPcW3QvhJG5g8dPvVz22zS3lGvcNW5Xn2FB2lfTgvW1gP8tm39CtznW1xQlSD467m2dW8MrR8v5PfJ7kW5J8fZ74xTHKDW3nclHj2G_nd-W28QgDd2Yc7nyVGGp8y4F4cWFW1cZt3_1vgwMsW8lpXfn8DwsV3W38kT1c4-tmb7f22P39z04 )

AE Studio Logo (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ703gVDYW7Y8-PT6lZ3kTW42j06n7XRchQW7q3ZyV2GHdThW8vwSYt7Pvm4TW6n6pGg4vhsTtW2Bw7zZ3scnmlV-TxXk4-W52ZW8P95Lk1wd3R8VYwKgX60ZHKGW4jjl-w8k3kxkW6gPg4V9hfV2qW1xD08b7y4dlsW2jCD5Z1GzjZJW8W8gVT66Wmp4W84MPgB1J4YmNW4rQQ1f7tyVQQW7L4TsM1QB7tTW4Cqh6p5rz8_bW21BMZ141lRk4W2T6Cf73415YxVcQ9qJ8hYc2HW298kbF6dWt6HW4QhlZp6WXZ0xW87M6HB7jlxJqW6X6-Ps1bFYrCVflhsl7wsZcxN1MZZKkxDzbff34s3Wn04 )

👋 Welcome back to AE Studio's monthly round-up, where cutting-edge tech, wild creativity, and "wait, is that even possible?" come together.

This month we cover:

• From TikTok to Tech — how we turned a social media sensation into a teen's pocket relationship guru.
• The latest from Same Day Skunkworks — including a brain-bending game and a pawsome pet name generator.
• Findings from the tech playground — what we learned playing around with Codium and Microsoft's Florence-2 vision model.
• New research roundup — See why Twitter loved our paper on the unexpected benefits of self-modeling in Neural Systems, simplifying RLHF for solo innovators, plus a video on safe AI concepts.
• The latest from the road — from Caribbean startup accelerators to local tech meetups — where we were in July

Let's dive in...

📱💖 AI Avatar Brings Tik Tok Star's Dating Advice 24/7

AskElle (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ7j3gVDYW8wLKSR6lZ3npVlRnJd6yFmr8MXC5YtPhqQLW4hCBMP3ttW6SW5C7lf085Md2XN1nzpyQSzhgvW4hgKzL3lf0kBW7R93d667r1RNW1s39Kx6HZjCRW2hbxxW8PB2jYN3mThZPqBFrtW6p94611KckyxW1Q7cdT26dcbyW7KD9r48mVstbW5rCyln1KK7vYW3Q2CsT92L5LHW3-z_cn7x0sHWW180xKs1_ly9XW11cWZj12yL7DW7gNnhp8Fgm8MVszSDc7T-QXzN8YssxNbssqsW67-_fj83dgCsW44MYq5520nzZVNKBKn21BYySW7QHmTH1_jYGmW8jc9NL8xGLjwW6ymsQl7q_G4_N4qqKymrJGDSf3FdTdC04 )

We partnered with TikTok star Elle Kristine to create AskElle, an AI-powered dating coach iPhone app for teens.

• The app offers personalized guidance through an intuitive interface, featuring an AI Avatar embodying Elle's insights.

In addition to the core features, we developed a robust monetization system, introduced gamification elements, and implemented workflows to invite friends and increase network effects easily.

🚀 AskElle saw downloads double in just two months post-launch.

👉 Learn more about the behind-the-scenes work (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ7j3gVDYW8wLKSR6lZ3npVlRnJd6yFmr8MXC5YtPhqQLW4hCBMP3ttW6SW5C7lf085Md2XN1nzpyQSzhgvW4hgKzL3lf0kBW7R93d667r1RNW1s39Kx6HZjCRW2hbxxW8PB2jYN3mThZPqBFrtW6p94611KckyxW1Q7cdT26dcbyW7KD9r48mVstbW5rCyln1KK7vYW3Q2CsT92L5LHW3-z_cn7x0sHWW180xKs1_ly9XW11cWZj12yL7DW7gNnhp8Fgm8MVszSDc7T-QXzN8YssxNbssqsW67-_fj83dgCsW44MYq5520nzZVNKBKn21BYySW7QHmTH1_jYGmW8jc9NL8xGLjwW6ymsQl7q_G4_N4qqKymrJGDSf3FdTdC04 ) .

🕹️1 Developer + 1 Day = Brain Altering, Helpful, Fun Apps

Quick Rewire (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ7j3gVDYW8wLKSR6lZ3lxN4l4CNrx9FlYW6R6nK47FHvTxW6SRb_S74P6MvW1cZWHJ5BH53zW7nB8QP2ml5N_W490rrZ2lVH8-VFvKv_3hYbbhW2hsBKT8BcdjNW3JZSMQ6ny4dqW4NNmjp4Z-F3nW850zFg5s8XYKVNmCN68DwZmMW8wpkn01znNyFW7v1hWF4SlVTbW82Sp8V3nkcsLW3Vn37W6kgkHwW7ZLs5n1zq6T7W3h_1nM7qk2kfW55lvJ92ySSzFVr8pYL623ZqNW8HvJDC7jQTkyV-vzJb6gg3DHW2SzYpP1ppJ1KW6G882M65_ZFjW8453LH8lC_RfW6VGnhY7-C2gnW7Fh_vf3_HJ1SW8yQYnV4lVBChf7N5Qd404 )

💪 Our Sameday Skunkworks team focuses on delivering one project built in just a day. They've already built over 150 free projects you can try out and play with (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ7j3gVDYW8wLKSR6lZ3lKW1N7nkh1LnztSW3SZTxj7KTnGRW6c-GS81fQW80W7PnCfr5B_rgNW5n023_8cTK55VmKGn-3MTLNCW7dTH4q8p6gDZW8kNGpM7RCB3nW39BtdV88bc5RW7M-7xd4rCBN8W1_mpct74FRDnVh3nh832xzhzW2MXB0f1CQ9hKW2HGxrc1X8z6MW92j1Cs91l3K-W5Vszy27BJjppW4hgKlZ2jJc5kW3wdQPy8HfgMMW9dL7_13qpmkpN32YL4QHRJXgW90GqJr2gxGVDW7bDHDf1_wd2TW4_V0JY2QbZ02W5-2JZZ5LLxn3W3gr4lM4n1_M_W9ljbpz98lG6rVN215n3cW5rHW5JHsC77pBgyGf2Wjstv04 ) .

⚙️ Here's the latest roundup of the ones you all recently liked most:

• Quick Rewire: (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ7j3gVDYW8wLKSR6lZ3lxN4l4CNrx9FlYW6R6nK47FHvTxW6SRb_S74P6MvW1cZWHJ5BH53zW7nB8QP2ml5N_W490rrZ2lVH8-VFvKv_3hYbbhW2hsBKT8BcdjNW3JZSMQ6ny4dqW4NNmjp4Z-F3nW850zFg5s8XYKVNmCN68DwZmMW8wpkn01znNyFW7v1hWF4SlVTbW82Sp8V3nkcsLW3Vn37W6kgkHwW7ZLs5n1zq6T7W3h_1nM7qk2kfW55lvJ92ySSzFVr8pYL623ZqNW8HvJDC7jQTkyV-vzJb6gg3DHW2SzYpP1ppJ1KW6G882M65_ZFjW8453LH8lC_RfW6VGnhY7-C2gnW7Fh_vf3_HJ1SW8yQYnV4lVBChf7N5Qd404 ) A short game that forces you to adapt to unfamiliar circumstances and delivers insights about brain behavior after engagements as short as 2 minutes.

• Essential Vocabulary (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ7j3gVDYW8wLKSR6lZ3lWW7cZGD771M6rTW7x1ZVy8WsJ54W1dHGtY643XM9W1_Mj823P6gGrW6Fy2pt6qry2TW80zy675lRXtmW1g-kVS8ywWwlN2Zm6v1XN1DCW5KCHx83_0d1kW4V2KJw7RlRs0VfqscT1lyQtPW8KFlzB8DBppjMGmVKY3BgHWN27BYrBNS4sLW4TX_c34p8ZWSW5lD8yC27ZvF_VBjM7-5b6nm4W4rXX7X3PYYC8W7xJKFP384S9JVcGKHm3kHzctN6pfvYkvTq35W5BT_1D36nr7_W1z72LN3l_QpVW8gxXjB7s27_NW3c5fhh832lT1W8Yf2P-6w8N1dW5CsVQv1y_SfHW6cZd1R3lnG9xf839HfP04 ) : Traditional language learning is inefficient. This app focuses on 100 words that matter so you can achieve 80% conversational fluency.

• Pawsome Namer (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ7j3gVDYW8wLKSR6lZ3kyW5CSfGT8f6-KVW8PNqll39DPMgW59r33v4gh-zQW7z1d_88yDV-1VJzdsZ5SkfHHW9cnZ2N1nkLZlW84RKpM2w0ym2W4YC23q4qJ7xRW4Mw8gH19prscW67K_2G5FH7gHW24kL494XPkvtW7Q31pn3TMCJTW30Dm5M5lJgkDW8CTqlH7zxb4PN6n6XlcYyVwgW3fg5mp5znPS8W7BR2CG6nSZX9W1G5bVV8G8TpXW2Ndl4M6jhWLhN2SlkwbhqbH6VmWdvV1-ctb6W72q1sp5kG-VbW1g4ckj90J_mxN28PVFH5sr1WW133XNQ6ZF4pHW76Y1NC2qkz_XW1fLVd11HnCXGW37RqRd7zbqzyf7Rt06404 ) : This AI-powered name generator uses images to suggest pet names.

👉 Like what you see? We'd be thrilled to build out one of these tools customized for your product or business. Let's talk (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ5R5fr76W5BWr2F6lZ3nYW7_5kCq24brRbW70Qxwk2c64m2N2Lqprv_xdb7W32YNKw5W6dg1W23YcK-7CM8zcW2bPkPY8tLJSbW7xs7Yk6FlXWtW1gJ9HH7TLy4XW2LgYKn3q5c4kVr1ndh4g_rs2VQQNr57652bgV44Jfp5v0N1NW4jP-f55_g5gxW7snxGs7pPYggW5_-P0Z2NjqQVW9gRvVJ1GgqLHW292nKN5SnpHCW5fQZ1r8qSxjSN93ynqNvN93vW92f-Cg2Z-0nGN5_rBBWh__7lVrbPk82wKvs1W7h9vXh45MZBXW98pLrm2sS14_W1dG6dm159yqBW5MFf6H4m1mZfW7Tqm9k7MdHn8F92_sm798NFW2M5QGw2bL_8RVfSyhn4dG4-MW1bdTP45R2TF3W3syNGp3C_ltWVkdY1k8JcBvpW4dzdbM8S181pf63zY1204 ) .

👩‍🔬 Codium Codes, Florence Sees, We Geek

greg (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ703gVDYW7Y8-PT6lZ3nJW416_427qGGrYMfBvYRw-Lr3W8F1N2-6YLyHFW7MMNMr3X4cgKW8F5Gql1WdPK-W2vfWb390XlPXVHLSRZ5z6sMYW74g76H5J20MfW1c-N-g4THGZbW8RRCpy3rrxcFW2WKmLy5g9JmyW7hmWsl5lWxwPW67bDHD4hq0S2W1r5CKr3DVNDzW1tDwkT4KzpzyW3qG0tt65mMDLW65Kg1s4LMmcxW8wtXqX59z9XFN1y3cMWj4KZHW7Sk9-25Rd1rxW6bt-LQ6rcS2VW8qvNtN4_8D0GW4zT8S372vyk-W5TNTBt2Dv_qBW3gLKq_6gBwXWW193SdQ7FB_mNf4wMZKC04 )

With so many AI tools out there, it can be hard to determine what's worthy and helpful. Our team is doing the experimentation and bringing you the insights.

This month, we played around with Codium and Microsoft's Florence-2. Here's what we learned...

⌨️ Codium (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ6q2-dz0W6N1vHY6lZ3mqVdWzS64LRs4vW3HcK222rjf1bW5PHgfT4q6crjVw27QD6fsc75W4Rb-th5r9t0TW7mYBr13ZGzRcW7r1W3w5gdrqnW85FWnt5rWCjLW3Sb_1K6JnFPLW4dYxw43cxvbNW6K4kCm8BypmwW1xw_rj2_40KBW1yl_8c5dKMnnW2hfGPw6-x7VQV6W9jL35-XfPVZs8rM4gF46SW6qjYb84smv_qW25L5ds4HTP6qW5CLNzT2XKsZYN75DzMCl1vLZW1d8wpF1VWWD9W2nVZgK6H5xWff3Zz1cP04 ) , an AI-powered coding assistant, offers a suite of tools to boost developer productivity.

💡 What we learned:

• Codiumate: An IDE integration that's basically Copilot's cousin. Available for VSCode and JetBrains, because choosing your IDE wasn't complicated enough already.
• PR support: Open-source tool for PR reviews. It's like having a code reviewer who doesn't judge you for your variable naming choices at 2 AM.
• Test Generation: Automatically creates test suites, including some edge cases.
• Code Explanation: Provides detailed summaries of functions. It's like having a translator for your code after a long weekend.
• Documentation Generation: Creates docstrings for functions. Because we all know documentation is that thing we'll "definitely do later."
• Code Enhancement: Offers improvement suggestions. It's like having a backseat coder, but one you can actually mute.

💭 It's like having a junior dev who works 24/7. While not perfect (test generation can be unstable), it's a solid productivity enhancer. Bonus: It writes poems about your PRs!

———

🖥️ Microsoft's Florence-2 (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ664YP3bW69t95C6lZ3lfW3D8cDk5VKQ0-W2WqXhG3zNdVjW72Kxh572cnDHW49H8xQ6w9FV1W6-FHdR91NLF-N6rdc7W8V6lFW4bJHWv8Z6NqKW65fZqM1CZc1CW4rW0QR8DT-P6W5fW8tz8dPxzTN8Rzxncd_HSrW1BdtqZ6LPdcVVJnWwt6bbZbvW4jJQRb24STB3W72CMPN1gLpMkV5GtPR5fsdm1W50B2FD3C7GlQW57hW5S6LpTw5VnwWdz8fJKTfN5k1M544M2lcW7kt6cL6pqLCvW6FtPNv1z5VYFVM1WTD8jFVw8W66ysYs6bs6m_VXfLYB790GChW4tb03R3_H9lGVhzMhx5LhMW4W3SXLX44nN203VmFs_p6sGm4mW5hxZm167FYyBW4txjMy70xZ0cW6Qp4LN7HNh0wW4MY8NZ22wZJmW25W__k4z3jlmW1dPR9P4L9gM8W493ZMY2M1BLQf2764SY04 ) is a groundbreaking vision foundation model that uses text prompts to perform a wide range of computer vision tasks.

💡 What we learned:

• Exceptional captioning: From basic to highly detailed image descriptions, Florence-2 delivers impressive results.
• Accurate object detection: Consistently identifies and localizes objects with high precision.
• Powerful segmentation: The large model excels at referring expression segmentation, though fine-tuned versions may underperform in this area.
• Solid OCR capabilities: Handles both printed and handwritten text, with occasional confusion between similar characters.
• Performance insights: The large model (770M parameters) generally outperforms other versions across tasks.
• Task completion times: They vary, with complex tasks like segmentation taking longer (up to ~50s on M2 Pro).

💭 Florence-2 is a powerful tool for computer vision tasks, but like any AI, it has its quirks. Proper model selection and task-specific tuning are key to maximizing its potential. We found the base model sometimes inconsistent with multiple object detection, while the larger model showed more reliability.

👉 Want insights on a specific model or platform? Hit reply and tell us what you want us to test next!

👩‍🎓 Unexpected Benefits of Self-Modeling in Neural Systems & Other AI Safety Research

SelfModelingImage (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ6K2-dz0W7lCdLW6lZ3mqVX0ZqX70TxGVW4-17lw6KxBcDW7-yPLj64dxn5W3Zgnwp7DPxxCW1WRdxC2GXSncW4yS5jW7g1YhmW99vWc94Lj5vnW8h-BnK7p_9tgW2F532M80gwp3W9kpWCW8Nrd4MW8QSGYX8mhLnjN8pS52KdD-dgW6G33PX7sfGX2W7q4-YX7wKRS-W9lYnBy1jxmYvW5M7zjY95TrTHW4jMltH6xgmzYVlXQPL212fyTW3J8Pp22vwzFsW27wsbt56mpJzW4Jztpp46glHXW6cC-8X2ClWDKW3PnRdY1nfzcyW6lmKmT25CZqSf46GY6d04 )

🤝 We gained significant traction on Twitter (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ702-dz0W7Y8-PT6lZ3phW8f-3FW5mDLHFW7BzK0x3CP5fmW2xb6lg6XtvxHW4D1S6F9bpF-dW943SpW38JmbRN333dq4_GVh9W1rn26K979TjrW55BDlr7xM65fV1bS5R7cpvxRW87W5068P_WydW3vBWL25BllXBV7R7Hv8KsvM7W756XGQ6TMcFGW2PhtQq7VvqS-W8rRyWP54nXNxW3QHq_G6lhSJrW3dZPvx2Bn51MW6X0d9h3wfQ4TW7sBYLx1xmGRFW8YR6ky3-YJbyW2fnsdZ7sBxRVW1lLKFH3mYtVjN4ltNRtW4nV9N6pgQLSrF7xsVHqzg16W1ZZ9W8V_XQW4L2Y7Hf3Vb1Bl04 ) for our recent paper about how self-modeling reduces network complexity—potentially crucial for pro-social AI.

• 👉 Dive into the research (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ6K2-dz0W7lCdLW6lZ3mqVX0ZqX70TxGVW4-17lw6KxBcDW7-yPLj64dxn5W3Zgnwp7DPxxCW1WRdxC2GXSncW4yS5jW7g1YhmW99vWc94Lj5vnW8h-BnK7p_9tgW2F532M80gwp3W9kpWCW8Nrd4MW8QSGYX8mhLnjN8pS52KdD-dgW6G33PX7sfGX2W7q4-YX7wKRS-W9lYnBy1jxmYvW5M7zjY95TrTHW4jMltH6xgmzYVlXQPL212fyTW3J8Pp22vwzFsW27wsbt56mpJzW4Jztpp46glHXW6cC-8X2ClWDKW3PnRdY1nfzcyW6lmKmT25CZqSf46GY6d04 )

Our commitment to AI Safety is all part of AE's prioritization of Human Agency. From our research to our Same Day Skunkworks tools and client projects — we build technology to improve human lives and sustainably grow businesses.

Two other projects from our research team breakdown solutions that can help us all be more accountable when it comes to AI:

• Towards Guaranteed Safe AI: Our AI Safety and research team created this video to explain key Safe AI concepts. The goal of this video is to expand the reach and understanding of essential practices. Watch now (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ6K2-dz0W7lCdLW6lZ3lPW93Jm876X9xpWVNHGLs1Ms4GDW5RjWq36W1LgVW6MLs0R43kQL6W7vnXvY7fbFCKW4cz-vp7z7bm1W87MBrj3_srDfW2KLpfr5vQLVSW6Q35bj1S87-zW57xf001HqQZ3W4Q_Lp98FcFp8W5xXg458kBW-tW3njTWz3K769JW3dYSV57T_kWxN8YhGKT2Q13sW41-cp15crgJjW2Rcgbw7x0PtQW5-bwFj721LgPW6tNkb741bFJQVcHVVJ7lY8J0W7cwn9R22L_6gW8C2spd57RCVmW1tstBj7qH1khW1GXhrf6KGg8ff5KGt8404 ) .

• DIY RLHF: Reinforcement Learning from Human Feedback (RLHF) is a leading method for fine-tuning AI models, but its complexity and need for crowdsourced workers make it challenging to implement. We simplified the complex RLHF method into a single-user implementation, making it accessible for students and researchers to study and modify. Learn more (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ5x4YP3bW50kH_H6lZ3n0W8WgDV53F1wZwW5wzrp35VWtGBW2Slyjr1nXwC3W1FG74Z7Ffw2LW96yLWW8hK90nW8LKV0d1281nqV_t3CY7PvHWGW3c6dWx5DRQrRW3csHFS6PqjX6W2qDlxn90cFm1N41VmlTMzwfsW22QPSx81p10LW6K5lVX8sJRlRW1x8NR17x841KW21b_vP4-2jKgN740h-SlX-qxW8ZqP212JFlllW6gDgsy1wdKvDN4nGkY9CJ_FCN3XlpT7S7cbRW2JM-VS6hYl11W1ns-4M8s495mW32MlbL3d8F5sW3qzSh64HnxhQW4LNXRZ77SpXFW7rM7lb4_zV5FW38kt844ggJQdW7-B4Cn51q2xrW1gSg8L1KqgFKW1C7_XZ69TYj2W2Vhf6C6GTKvBW53T0ZZ1q3t0zf1dq0Tx04 ) .

👉 Learn more about our commitment to human agency (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ7j3gVDYW8wLKSR6lZ3lWW2ThgQ02N0H_0VMWS076YPBj_W5S7P4F50YK5-N8MdkKpJS39_W57BxKl5w1tm3W22ynn-17p8vVW1Wj2N42cGbyZW7hssPw3GY-B-W1GbYpW5Ths5MN11p3FjztWMtW4sbyDq1D0Yf0W7x8CNN7GmpFpW2lHdKF87Z3f9W75HqlS3344hLW2xdkhR3n2Z2BW57PLSt2NY_bzW2S_G-v6XCqjfW5qvCC92ygX-SW4t_HFF5yqkG-VSZgD5552whnW2slSb98llvCyW1j0d3v7L2DkkW2lWKD098S-WKW6ZCPzW5yS3CMN8tHBsHL4q5XW61lNFm87fh88W3cH43M887kHMN8Q5x7YMQn4_f8qn53P04 ) .

About AE Studio

We are a development, data science and design studio that works closely with founders and executives to create custom software, machine learning and BCI solutions.

Let's work together. (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ703gVDYW7Y8-PT6lZ3kTW42j06n7XRchQW7q3ZyV2GHdThW8vwSYt7Pvm4TW6n6pGg4vhsTtW2Bw7zZ3scnmlV-TxXk4-W52ZW8P95Lk1wd3R8VYwKgX60ZHKGW4jjl-w8k3kxkW6gPg4V9hfV2qW1xD08b7y4dlsW2jCD5Z1GzjZJW8W8gVT66Wmp4W84MPgB1J4YmNW4rQQ1f7tyVQQW7L4TsM1QB7tTW4Cqh6p5rz8_bW21BMZ141lRk4W2T6Cf73415YxVcQ9qJ8hYc2HW298kbF6dWt6HW4QhlZp6WXZ0xW87M6HB7jlxJqW6X6-Ps1bFYrCVflhsl7wsZcxN1MZZKkxDzbff34s3Wn04 )

LinkedIn (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ702-dz0W7Y8-PT6lZ3mWW8qBKVR82HltzN5pPxW9Ndqn4W4S2q9r5G90cHW7xnM5W3kKHr_W1Zwn1Q3hy96GW8Vtm3Q9713mjW33g8-87HVjFhW1hQlL67fVf55W3Qc7Dq2w40v5W6h3FkY5FZY14W5gtXkg4YmpkcW6RqLG98sYrwCW8PbGsq16QCFQW9dxNny8MbHsnW4Vy0WH7K7kktW8tHgGY194h69N7lRXkHyZNs8W1JzPrk24LvcDW8P5cbm7cT6_yW2kn7Sm1VRRGpW4rK1Rf3p_XyxW3C3Jcs19nrk4W3bqLN83xFsDrW5x-m7F6hGHrhW21qdn03LMgd3W8T0j1x7542lKf6XwnX204 )

X (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VW5v6K4Q-v0jW5cFVdY7MXx9nW8ZpTlp5jKW0hN3mxJ6K2-dz0W7lCdLW6lZ3kvW1xnf1n6fr-yvW4Mb6Yf8LT3LnW6z12yY7r1yhQW94Ss2x2Lq6lDW5Y-Mt36hZrpVW8022V47tFJLhW58Zsm419KQ3MW8S3_Sw5Tswc5W4m4-NZ1s5bWzN6YDZ98J3K6XN6Xyx_lPZzq_W6V1Kml1K7C2DW13RZM639JYKnW4WfB8H6c_F4NW3-G1Vk13VVKjW2h-kHZ2SJ3B9W7Y0F6Z5ZWxjxW6M28B333CjShW4mnb2D61bh__W2XkXYQ1d21d7W29sfqM8hLdZlVcPkT07-pcRMW7KBQqX6ZR0MGW7J8__H6tGm7sf79tjFd04 )

AE Studio, 1434 Abbot Kinney Blvd, Venice, California

Unsubscribe (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/direct?data=W2nXS-N30h-H9W3VXLtc30JcGcW30Jf7521b0HqW3bhMcM3jlsPQW2FXcv847sT-cW400wX12KRhQtW32C0CW2y24-DW2zG-9k1NfZchW25fPdN1SrY70W41qB2w32sBkKW32C2Fl3c-6hrW4pqdZh1ScPHFW4tBNXz4kcQHVW2zPDfl32c8rBW1LyzVF2vZJvWW2vTm_R1Xr1mXW2-lH7q326-W2W2YymL-1BMmPqW3F8hYf2v-b07W4tjPc53295ysW1VbP7f2YDpVwW3Vxrz_41GwDxW3QTmTS3_FX2ZW30r6k32HytrdW3SJmpr2YmM0QW2qTng_3h_L4hW45Y2Qz3GHJDNW4mLVqF4kD0l0W3ZGXBf2CVl5YW3K3ltD3H6qlJW22WQ0R45xS63W4hMJH94kvrFYW2Fwfwx2HPTjJW3BMWJ73S_F_rW34kdvX2FtC7LW49D1SP1V7s9cW49kJtm24Sc84W1LGlhS2xKH1CW1Xfz932-c7YxW4p9nCn2nNw-5W34H1102HR1JvW45Dsmw2YygQNW1ZvH0w2-MhqrW4cPS2T2YsP4kW3W35-F2x-lCwW3LQs_X25nrM7W3jlyFH1QxfMsW3T6l8w3M0GxCW4kCGbl49tyd7W2xwl_M4rvz-NW3P2wHy4kvQzjW1LpG9l3644lmW2nDf5f3zbsf-W2CMl3h2D0qCp0&_hsenc=p2ANqtz-8RzHjT5a328ntbzA0pYiLLFrGoPvai2X1qBohsy7YO0xTmDBlyh7Sk5zTi1cF096fGlHxrPwJuGS5joLtJs3MrmrIF_OZabVJxdZHeMeuSxivs6fwu90fdbBMMQrBBa65wpUwTMUOC-yxEaqXpWojQIuN5tg&_hsmi=320051438 ) Manage preferences (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/page?data=W2nXS-N30h-H9W3VXLtc30JcGcW30Jf7521b0HqW3bhMcM3jlsPQW2FXcv847sT-cW400wX12KRhQtW32C0CW2y24-DW2zG-9k1NfZchW25fPdN1SrY70W41qB2w32sBkKW32C2Fl3c-6hrW4pqdZh1ScPHFW4tBNXz4kcQHVW2zPDfl32c8rBW1LyzVF2vZJvWW2vTm_R1Xr1mXW2-lH7q326-W2W2YymL-1BMmPqW3F8hYf2v-b07W4tjPc53295ysW1VbP7f2YDpVwW3Vxrz_41GwDxW3QTmTS3_FX2ZW30r6k32HytrdW3SJmpr2YmM0QW2qTng_3h_L4hW45Y2Qz3GHJDNW4mLVqF4kD0l0W3ZGXBf2CVl5YW3K3ltD3H6qlJW22WQ0R45xS63W4hMJH94kvrFYW2Fwfwx2HPTjJW3BMWJ73S_F_rW34kdvX2FtC7LW49D1SP1V7s9cW49kJtm24Sc84W1LGlhS2xKH1CW1Xfz932-c7YxW4p9nCn2nNw-5W34H1102HR1JvW45Dsmw2YygQNW1ZvH0w2-MhqrW4cPS2T2YsP4kW3W35-F2x-lCwW3LQs_X25nrM7W3jlyFH1QxfMsW3T6l8w3M0GxCW4kCGbl49tyd7W2xwl_M4rvz-NW3P2wHy4kvQzjW1LpG9l3644lmW2nDf5f3zbsf-W2CMl3h2D0qCp0&_hsenc=p2ANqtz-8RzHjT5a328ntbzA0pYiLLFrGoPvai2X1qBohsy7YO0xTmDBlyh7Sk5zTi1cF096fGlHxrPwJuGS5joLtJs3MrmrIF_OZabVJxdZHeMeuSxivs6fwu90fdbBMMQrBBa65wpUwTMUOC-yxEaqXpWojQIuN5tg&_hsmi=320051438 )

[adf2137]

👋 Welcome back to AE Studio's monthly round-up. This month we cover new builds, solutions and ideas to ponder.

AE Studio Logo (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6nK3gVDYW7Y8-PT6lZ3lRW1wfW1V7Z0YdpN22H_5pZ8ksFW8rSvWS745SVRW8_F7Wf4m7tMmMRCsKwzrcrxVvl5XC6kfDCBW8l6gms3LVLVnW3pvvx03KKVzgN6FtKjj2HppKW587_Rn6_KDvJW8jTB5w5Hn02zW2BHwy58w4TQ-W7wJkym7Z8GxVW3K2RWP64S7bJN4NVHXk9L4SxW2mnQZs5wyMSbN34QsGP5q_CcW4Xv5s57N46PvVrs4nT4ZWLLXW2GnBgw5zmnGYW7G0WtM65k3r7W1JvfSC2--VR1W92pDC_55Y8HCN5PsrrtYv185W7zD-DH3349NBN6_3Hk4Y33sMf4L3vds04 )

👋 Welcome back to AE Studio (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6nq2-dz0W7lCdLW6lZ3lPW5BwBSY192dSlN2ZxzjgpHxD8W1_wm2v8fX7FGW27ZXSM8H3B5YW4w7kv36_5QS3W6cdX9d2K-flRW63LKjB3wM7pzN8LB03ZKy1tvW6dPqZj72xQlzW5tSVDF1Gqg_xV2nLxk1k9BPfVkgRK87dGfXSVQFsn65XB8ncN3NyLxZYbHk2W5nGryy1m89jMW3SCvQs6Mb9drW2l9wTg1wp_QNW6JxytY1VRNDHW6W1z3z1xFDdmW7Q_7q795-t_DW32r3mW6qJkNgW5f4Sb05Lwfr8W6415rH7qDQk5W1fdp575mNg-1f6BPhgj04 ) 's monthly snapshot of groundbreaking builds and status-quo-challenging thoughts on tech and AI.

This month we cover:

• Climate data demystified — how we transformed Jupiter Intelligence's vast climate database into an AI-powered chatbot accessible to all.
• Betting on breakthrough solutions — how AI analytics, custom software, and more can set you up for success in 2025.
• The latest from Same Day Skunkworks — including a tool that generates development tasks based on a design screenshot.
• The untapped potential of startups— why AI entrepreneurship could be key to humanity's future.

Let's dive in...

🤖💬 From Complex to Conversational: Democratizing Jupiter's Climate Data

climate-data (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6nq2-dz0W7lCdLW6lZ3plV-FLjL1HDx04W1pmggv379y-9W1V_yj73Qj4rMW2Fd73M3r-fFsW667RGz4LDDTzW7_7T0c3pnKgyW2425Vd3xwYxtW22pGJt3KbF6fW2cXXt08N6vSXVBDvsD3PyC8mW7M9rS760zc7yW3Fw_NG7DjRLjW8QkcbX8B4y8GW13547z3GN1JHW4gjxV24HX_tXW7_4hjb90hHZmW4vXxc05LZM_7W5lW23s1L3hTNN8rmjzHNSJ4VW9cZKfG8tknL-W4Vs3854TN7l-W1mB6Pk3Q95sKV_p3xN788X5TW2pHMm06NyZ4sf3GbZfq04 )

Jupiter Intelligence, a global leader in climate risk analytics, partnered with AE Studio to democratize access to its vast climate database.

• ⚡ In just seven weeks, we developed an AI-powered chatbot platform that transforms how users interact with Jupiter's extensive climate data.

This breakthrough eliminates the need for complex raw queries, making Jupiter's invaluable climate insights more accessible than ever.

👉 See how we did it (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6nq2-dz0W7lCdLW6lZ3plV-FLjL1HDx04W1pmggv379y-9W1V_yj73Qj4rMW2Fd73M3r-fFsW667RGz4LDDTzW7_7T0c3pnKgyW2425Vd3xwYxtW22pGJt3KbF6fW2cXXt08N6vSXVBDvsD3PyC8mW7M9rS760zc7yW3Fw_NG7DjRLjW8QkcbX8B4y8GW13547z3GN1JHW4gjxV24HX_tXW7_4hjb90hHZmW4vXxc05LZM_7W5lW23s1L3hTNN8rmjzHNSJ4VW9cZKfG8tknL-W4Vs3854TN7l-W1mB6Pk3Q95sKV_p3xN788X5TW2pHMm06NyZ4sf3GbZfq04 )

💥💸 The Odds Are in Your Favor: What We Can Build

betting-chip (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6nq2-dz0W7lCdLW6lZ3lPW5BwBSY192dSlN2ZxzjgpHxD8W1_wm2v8fX7FGW27ZXSM8H3B5YW4w7kv36_5QS3W6cdX9d2K-flRW63LKjB3wM7pzN8LB03ZKy1tvW6dPqZj72xQlzW5tSVDF1Gqg_xV2nLxk1k9BPfVkgRK87dGfXSVQFsn65XB8ncN3NyLxZYbHk2W5nGryy1m89jMW3SCvQs6Mb9drW2l9wTg1wp_QNW6JxytY1VRNDHW6W1z3z1xFDdmW7Q_7q795-t_DW32r3mW6qJkNgW5f4Sb05Lwfr8W6415rH7qDQk5W1fdp575mNg-1f6BPhgj04 )

We bet we can crack your toughest business challenges with surprising simplicity.

🚀 We've already helped organizations:

• Build game-changing software — from concept to launch.
• Harness the power of AI — from predictive analytics that forecast trends to intelligent automation that streamlines operations.
• Decode user behavior — turning raw data into strategic goldmines.

...and solve puzzles you didn't even know you had.

🤝🏻 Take us up on our bet. Connect with our team to get started (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6nq2-dz0W7lCdLW6lZ3lPW5BwBSY192dSlN2ZxzjgpHxD8W1_wm2v8fX7FGW27ZXSM8H3B5YW4w7kv36_5QS3W6cdX9d2K-flRW63LKjB3wM7pzN8LB03ZKy1tvW6dPqZj72xQlzW5tSVDF1Gqg_xV2nLxk1k9BPfVkgRK87dGfXSVQFsn65XB8ncN3NyLxZYbHk2W5nGryy1m89jMW3SCvQs6Mb9drW2l9wTg1wp_QNW6JxytY1VRNDHW6W1z3z1xFDdmW7Q_7q795-t_DW32r3mW6qJkNgW5f4Sb05Lwfr8W6415rH7qDQk5W1fdp575mNg-1f6BPhgj04 ) .

🚀 24-Hour Projects: Mind-Bending Apps That Help and Delight

IMG_9401 2 (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6nq2-dz0W7lCdLW6lZ3lkW3K7V6q8pd_FJW4sT5VL2K1vx9N5FMQ1GSVf8nW1Vv7dN6xLPtRW6dKxNM4rZSTjN4TY5NTJTT65W3LFHvl149vQVN8wcMMn1vtqMVRRY5p7PmdFTW4Wq-GZ313M4WW75-lFj2Sb1Y6W7Dz2t58-5rhZW1yRhyD6519lNW1lfP285MFmcvW2_8c_B9h6MvhW5yFx-y6GwF_ZW80lnYQ6-MDygW4BDrrh2-1VJtW1WZvsc1gCVrmW5bkx8B70YLfcTSX0_6n2MScW33nNG122gdxpW2XQmgC290HDmW2rNnF83cWQzZf68NRWs04 )

🚀 Our Sameday Skunkworks team thrives on lightning-fast innovation, crafting complete projects in 24 hours. They've shipped 160+ projects (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6nq2-dz0W7lCdLW6lZ3lkW3K7V6q8pd_FJW4sT5VL2K1vx9N5FMQ1GSVf8nW1Vv7dN6xLPtRW6dKxNM4rZSTjN4TY5NTJTT65W3LFHvl149vQVN8wcMMn1vtqMVRRY5p7PmdFTW4Wq-GZ313M4WW75-lFj2Sb1Y6W7Dz2t58-5rhZW1yRhyD6519lNW1lfP285MFmcvW2_8c_B9h6MvhW5yFx-y6GwF_ZW80lnYQ6-MDygW4BDrrh2-1VJtW1WZvsc1gCVrmW5bkx8B70YLfcTSX0_6n2MScW33nNG122gdxpW2XQmgC290HDmW2rNnF83cWQzZf68NRWs04 ) to date!

⚙️ Here's the latest roundup of the ones you all recently liked most:

• Ticket Artisan: (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6nq2-dz0W7lCdLW6lZ3l9W3wLC2P8wFl_YN2CR4XjY4FryW5VDml75GYY6CW4Hw68D7WVZtXN9dGSx0DN68WN8BJv10Vd__ZV7l5lW8d29PVW7Bspv82KcwwYW6DYyck2b6wwzW1FJfpQ6b1MTHW3RZyXC1zyhrZVtqwjG4tBW50W93bxKJ3c36WvV3zdfR11qKW2W5L03XP1tLyJyW1l61gp2ncMPJVGc-kn8J4wqmW8NRnZM6QVK-9W8-191J25tVLQW12tSK025TsrRW7j7-gN6fhBsjVS0g528xKgNxW355fxM7FrWDSW1vms6H2hFXs4f19rBl004 ) This AI generates stories from designs. Designers and PMs both get what they need with one click.

• Hefty Search: (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6n62-dz0W6N1vHY6lZ3mLW6rZ_K64N4LKLW5TMYvy3vcFTjW8x-HZy2V2MPKW3mqd3k53-xM6W3H0tpY5rdX0SW7mxdpF1x41MQW7K_jmp6bLsv6W9ky0-_1JrG0mW93_3cs9lh7MBW4nn7KZ3ctN0RW2g4DGV8bv-HzW1Q-r1w6dNb5FW3-wlNj941tMFVwWWks7Zk_ZZW3XqN-22mK9XxVCnNwM1c9yjhVl5VN-31GcQBW1wfzP56DvVHLW87RhBr1SLcGPW4jBSSW2bB5PGW4sW74k5YpP87W4g1CjH54r0DRf7WFFZK04 ) Don't limit yourself to results from one search engine. With this tool, you can search and get results from over a dozen sources all at once.

• Super Time Travel (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6nq2-dz0W7lCdLW6lZ3nXW60jy9Z3wsFPkW4v8tX36KkzMpW6Qvrlb64nSd6W8L9RZf98B_YHW7v3NyG1MHNz6W4sKGNH8Xq99gW3_6pgb748cMvW3xln2T2R6q76W3vbrq36JbyfMVClKHz6wd8ZdN6MSPXPT-0lRW7vqv8n3PsByRVqHbwZ8NgQZ3W5z0NTH6J76FSN6b0WqPkNBgMW1K50zC9cVgS0W3_6JMW7l0jf0N2pYFB7N1kdLW11Nm6P5bHqDyW8jqQj3420fwtW6rJdCT7Rf-KhVpn53g80SnxhW8NhyBw4qmH4ZW8wMdLY1292LjdnNdWs04 ) : Travel across space and time with this fun AI that shows you cityscapes and landscapes across past, present, and future.

👉 Ready to innovate? Let's build one of your ideas into a custom-built solution for your business. Connect with our team to learn more (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6n62-dz0W6N1vHY6lZ3kVW3SfBMD6twC5RW5H1Z787tkWC2W26VBk33KKnC8W74qw-L41NF-wW4pM4cn8YsdlsW7TzR9t9fjtPCW17jYJ62hSS7lM_5QMGHVbfBW1j7mVg7vv0y1W41PGD06zT1D7VfsHfT5rXmHtW80Wtnr3___w2W5X-sPs7vMrxHW4thrYB4PZFhjW6_rfw11kmyX0N1CVc8hTg0gSVpVNv55B8w-BW73DKG95vrT9CW5g8qh745fgXWW8JcnwT62SKg5VkD21q2VsYH0W2Dj1SH4jzxSJf4Jz1rF04 ) .

💼❗ Entrepreneurship Meets Existential Risk: Rethinking AI Alignment Strategy

tailored (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6md4YP3bW50kH_H6lZ3mvW4HT01x6jLQ_vW48d8y65bY4vQW7TTdds1jThy9F7l3Wb5mjD3W8lVTWZ1Y3X3gW1dwfkS7mghtrW9fr0Zh3xtd6ZW6-jk2x1nWPPZW3N7FtM109Yk2W1n-pSZ4gcLN_W7nw1DS28VGGRW7HnZrb3W76JBW3sGL6F4229BXW7J1m1x8hL2kyW2kt5Rg949Tb4W5bDVkW86VMltW7YnmFr6_R-nvVW3r1f5Sf_2BW8Pr16T4C2TZSW63lSH-6mjM15W66-yyG1lRsxQW4YPr0n7Cn_nJW5NJmGf3mpKnnN5gmnMGcqL9-W1_93WQ68m1vxW6fmVR07lK_gSW9bKF-25v8s4ZW7Smtjy7wvtS5W22ScD_5KGHvWW9fpQ3s3S9y_cW94fFkK2fZBj8W8xG-l67L_KFcdrfrFW04 )

💭 Imagine a world where Silicon Valley's innovative spirit meets humanity's most pressing challenge: AI alignment.

That's the future our CEO, Judd Rosenblatt (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6n62-dz0W6N1vHY6lZ3l9W5xnXdC8ZRPQ3N28xCJh-DRx-W1Rhc_d31n8SKW6xxyVM5DcLy5W4wDGdS6pGC_HN5Dbphb5jJZtW7RxX545g5F4KN6-j76D3G-9yW58Mrqz1BV5ksN5p-Sm9dq_LjW69BsFN3Nf0q8W2Hm7733wKryXW93mNCh1ytlpbW7B3GMT1ShzrQW7qKlKN46ldGqW3Jt4qJ80xfsKW5gWR4y61Y774W6Pp0134LXR2kW29ylyq2yNFZ_N5V75Q8QLQr6W3r8SwZ3fT83BVRJZk02NpvJRf7JjG8-04 ) , envisions and maps out in this essay (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6md4YP3bW50kH_H6lZ3mvW4HT01x6jLQ_vW48d8y65bY4vQW7TTdds1jThy9F7l3Wb5mjD3W8lVTWZ1Y3X3gW1dwfkS7mghtrW9fr0Zh3xtd6ZW6-jk2x1nWPPZW3N7FtM109Yk2W1n-pSZ4gcLN_W7nw1DS28VGGRW7HnZrb3W76JBW3sGL6F4229BXW7J1m1x8hL2kyW2kt5Rg949Tb4W5bDVkW86VMltW7YnmFr6_R-nvVW3r1f5Sf_2BW8Pr16T4C2TZSW63lSH-6mjM15W66-yyG1lRsxQW4YPr0n7Cn_nJW5NJmGf3mpKnnN5gmnMGcqL9-W1_93WQ68m1vxW6fmVR07lK_gSW9bKF-25v8s4ZW7Smtjy7wvtS5W22ScD_5KGHvWW9fpQ3s3S9y_cW94fFkK2fZBj8W8xG-l67L_KFcdrfrFW04 ) . We're not just talking theory here — we're advocating for a seismic shift in how we approach AI safety.

• 👏 By championing startups in this space, we're betting on human ingenuity, agile thinking, and yes, a dash of entrepreneurial audacity to tackle the existential risks of AI.

It's bold, it's contentious, and it's exactly the kind of out-of-the-box thinking we believe could tip the scales in humanity's favor.

👉 Read the full piece (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6md4YP3bW50kH_H6lZ3mvW4HT01x6jLQ_vW48d8y65bY4vQW7TTdds1jThy9F7l3Wb5mjD3W8lVTWZ1Y3X3gW1dwfkS7mghtrW9fr0Zh3xtd6ZW6-jk2x1nWPPZW3N7FtM109Yk2W1n-pSZ4gcLN_W7nw1DS28VGGRW7HnZrb3W76JBW3sGL6F4229BXW7J1m1x8hL2kyW2kt5Rg949Tb4W5bDVkW86VMltW7YnmFr6_R-nvVW3r1f5Sf_2BW8Pr16T4C2TZSW63lSH-6mjM15W66-yyG1lRsxQW4YPr0n7Cn_nJW5NJmGf3mpKnnN5gmnMGcqL9-W1_93WQ68m1vxW6fmVR07lK_gSW9bKF-25v8s4ZW7Smtjy7wvtS5W22ScD_5KGHvWW9fpQ3s3S9y_cW94fFkK2fZBj8W8xG-l67L_KFcdrfrFW04 )

🔗 Links to go

• Goodfire raises $7M for its 'brain surgery'-like AI observability platform (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6md4YP3bW50kH_H6lZ3lcW3x__Yz39VVY9W4_h6dr7Kq7S4W9lKrLf4Rbx15N5kvdnFGzpYpVNzNqw5KpSTdW4SkLtK1ZcthjW3_0SDL6c4v8cW8dzmTn5fHXK5W3P7zhF51sVm1W104K232j4_6KW9jr6W04SVc_bV1zTlD3n8nkzN91gjn9v3Y91W29vgkC8PvtmkW7SX8b-4C6jFhW6CyTHF7_j0hhW5XPS5f2jZ6pDW3Q66Pd7L8H-mW1y4yhb8Y-6MjW8t2YFg4CBQCPW7-Zcnk9lc_nbW9hDyW34_HBPSW1whnRM6ZB0ntW87rnMj2Nnh0fN47q_FTnKPSGW8MPxcz2PYxFLW4-ZcYj4X-mTjN3Y-6FV7rrmMW99RfwF6-7K4_W2Vyj4G45Yl92W2Hl8-792qp0xW2YcWvW50_Kw3f3rKWW004 )
• When A.I.'s Output Is a Threat to A.I. Itself (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6p02-dz0W8wLKSR6lZ3lPW8Z9gP83vMbH-W30P1nZ4bmX9MW48-x-28LtJqxW3h9Xh52WC0PmW68XL-g7yZSNYW8VTLzj94wk21W5zPMDX6pF2jpW3QNKvZ1gQ7PwMkg8jQ6gtn9Vs9dBR7SJRHnW6GWHbZ2bwBZWW4gLht56bm7_yVt0rpm8V3Z89W67cw9j3M0wN0W3xsX9q313fRwW8F-Tby60_mRdW5b9gLP5Cb6qfVKhJ7063gwT-W1P3zwP8-5SPjVVF5Ct4V3rxLW4Gq2P21nzFK6W6TxLgl3ddXSHW32XKFf5npQ7-W8Z-gST3mtF3rN9hJ7Z6XhjQBW6z2m-g86GNy-W8lZQbj6SdkJ5W2lZYRY6jwz3bf8h7KGT04 )
• AI Changing Developer Security Strategies Dramatically (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6pj2-dz0W95jsWP6lZ3nXW95KYsW7vJXRKW8SkH4q2MCghzW83f1Hc5z8YJlN7mV15ssTKmYVVJR_f3Dtsz5W63K9864yTTNpW8fPktK98ltNDW5XqcCs5VkYS8W7rLLR28JJ_f2W7SfGvN1lC-jSN6cLr07sbcSqW5vb7vj8wp82NW6DtwPz3Yb0H1W809wBN3N_3cRW3TpTrz8n7QCgW8M58WW48-Z_zW72C9xY711VFDW81ZMKF2qWbC8W2RSjrH8N19zHW5mp7MR96Ry3rW7CSstP5qJ7ftN6n7JwzmL6n8W9194D14rV2DKW31klBc5l4Ph-W8Gp1DG7f9QMsW8yGFFV5-Js26M3cn5RlGFXqW2gP5XV1NMMQ2W99SvcV6_mwFrW3B6t-h1JYSlTdTBhz804 )

About AE Studio

We are a development, data science and design studio that works closely with founders and executives to create custom software, machine learning and BCI solutions.

Let's work together. (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6nK3gVDYW7Y8-PT6lZ3lRW1wfW1V7Z0YdpN22H_5pZ8ksFW8rSvWS745SVRW8_F7Wf4m7tMmMRCsKwzrcrxVvl5XC6kfDCBW8l6gms3LVLVnW3pvvx03KKVzgN6FtKjj2HppKW587_Rn6_KDvJW8jTB5w5Hn02zW2BHwy58w4TQ-W7wJkym7Z8GxVW3K2RWP64S7bJN4NVHXk9L4SxW2mnQZs5wyMSbN34QsGP5q_CcW4Xv5s57N46PvVrs4nT4ZWLLXW2GnBgw5zmnGYW7G0WtM65k3r7W1JvfSC2--VR1W92pDC_55Y8HCN5PsrrtYv185W7zD-DH3349NBN6_3Hk4Y33sMf4L3vds04 )

LinkedIn (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6nK2-dz0W7Y8-PT6lZ3plW3bb2Xx14xXBkW7VvxrD6VlKldW5K6B4F1tMGmXW3TKGLx4HX-WVN2CrmG_sfghDW1lSDTX2KLF2PW1zV_G447nzT2W4Gj5002-7QyLW28g2868mHxxNW3565bh583zLSW28_KkD3-JDYQW8l27Fx6-35l2W2ZsJcb4f4sZgW1tLwgf5ZMQjWW1F1kFg3CK2j6W4D2t4j7dGwT8McK8xnMb-RrW6RFx7y8TPFfyW7x9VSW6vCpmDW8166S01THQBfV-sGXC5ldz4YW82_pRp3F_F-lW63qgMt97sBj_W6DcVl01bDgdRW5PTFxj1wwy-ZVFbJQF2Pz64vf3t42ss04 )

X (https://d5d1p104.na1.hubspotlinks.com/Ctc/2P+113/d5d1p104/VWS6xd5zJm2-W77L_ND8X8FmNW5q0Twr5kzdx9N63y6nq2-dz0W7lCdLW6lZ3nYVq0gR07RLfHcW9bDPqf34WjrDVTKWpy5s543FW1xCqFc4gj1xPW3cc_Vh1YdTVWW4r889X7_ycWPW2H-bpX8y3fBQW738XCW8zp0RvW28Mnp05TlpW-W5yC2KX8xfV7SW4QxDst2ghVk-W1Z1CRt60mBJ7W3f80Kn2hyRT8W5JP5kz1hY26CW3SYQX82yHXZ8W2QK_vK5hn8nJN24FZC7jsxLpW8MnF1r2GZsBNW7VMR332hDJP3W4JJNVg8lLCGsVF0shP7t1rgvW8PRMcc5ql9xQW21L3d52XP0_JN3tN_H1dHWnkf6-vrKj04 )

AE Studio, 1434 Abbot Kinney Blvd, Venice, California

Unsubscribe (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/direct?data=W2nXS-N30h-FYW1_jQ_J1NDtnLW3byY252zY6whW3bg6fG3NH5WHW1VyYqX4hg4-xW3DL2k_3NCnCcW47lLjS4hmWc6W38bdKV3y-MV7W3dkgcl1XvrSkW36njq32Htg7wW2FBLhC4cL73XW3d3wpB3ZTlYZW3GM6Jh3_SPb3W2YdG7V2YyjSBW2w2k9Q3bs4dRW3dftjT41yLf_W2HRsPm3c_RXBW2xtLVS4rGR06W2PM3xg2YrxtdW1QwVFD3Kd3SxW4fKRK_1QdY8dW1ZqV1X30HS6zW3QVBmc4cQjlfW3gcFJ-2YMxMVW1Sr5DF2xMhKjW1Xj3hn4mdvjtW3b5n181NxWQ2W45RLbJ3ZS-vmW43F6-m2z_pdpW3dz-zq4fJBzPW2t291Z3LGYg5W2qCBKV2RCtgsW4pD14L3P72xBW41t5nD2RjbbSW2nXVWD49SC81W2PlrWS41sMCrW41n5Cc49P_74W3grgvp4mbNYqW349MFT49ylYsW2qG6zF4hJtZ7W49lSQ81QDHhbW47RtBq3j7MlGW2PhDdp3hYY9xW30CHhp2-rd1GW2KS3ZH3gmXjvW4rHD1h2vz5W-W41QrNm34plZpW3z3PT52TM9bQW3z2TrN4mp9gnW2HXXGW1Vy_BdW218mFB3C9mrvW49jlk22sMHLgW4r6BYX3XYmsfW3LS78Z1QjBvp0&_hsenc=p2ANqtz-_4-DOiSvNYEy-Lhe_l4iZlvP_hb3j0pSKqY6Mt8h9KuRhTxrCA-I-P9yd1yhGpCPhJa9oRLzXk_4dtuSu5EQ1IZ7FXvAbTrua-9rSoKyM_wDalBQ5yYzF8h76fBvcnfD35VhrIADRnFeL3egjyrzp4YAbGcg&_hsmi=323108599 ) Manage preferences (https://hs-44408899.s.hubspotemail.net/hs/preferences-center/en/page?data=W2nXS-N30h-FYW1_jQ_J1NDtnLW3byY252zY6whW3bg6fG3NH5WHW1VyYqX4hg4-xW3DL2k_3NCnCcW47lLjS4hmWc6W38bdKV3y-MV7W3dkgcl1XvrSkW36njq32Htg7wW2FBLhC4cL73XW3d3wpB3ZTlYZW3GM6Jh3_SPb3W2YdG7V2YyjSBW2w2k9Q3bs4dRW3dftjT41yLf_W2HRsPm3c_RXBW2xtLVS4rGR06W2PM3xg2YrxtdW1QwVFD3Kd3SxW4fKRK_1QdY8dW1ZqV1X30HS6zW3QVBmc4cQjlfW3gcFJ-2YMxMVW1Sr5DF2xMhKjW1Xj3hn4mdvjtW3b5n181NxWQ2W45RLbJ3ZS-vmW43F6-m2z_pdpW3dz-zq4fJBzPW2t291Z3LGYg5W2qCBKV2RCtgsW4pD14L3P72xBW41t5nD2RjbbSW2nXVWD49SC81W2PlrWS41sMCrW41n5Cc49P_74W3grgvp4mbNYqW349MFT49ylYsW2qG6zF4hJtZ7W49lSQ81QDHhbW47RtBq3j7MlGW2PhDdp3hYY9xW30CHhp2-rd1GW2KS3ZH3gmXjvW4rHD1h2vz5W-W41QrNm34plZpW3z3PT52TM9bQW3z2TrN4mp9gnW2HXXGW1Vy_BdW218mFB3C9mrvW49jlk22sMHLgW4r6BYX3XYmsfW3LS78Z1QjBvp0&_hsenc=p2ANqtz-_4-DOiSvNYEy-Lhe_l4iZlvP_hb3j0pSKqY6Mt8h9KuRhTxrCA-I-P9yd1yhGpCPhJa9oRLzXk_4dtuSu5EQ1IZ7FXvAbTrua-9rSoKyM_wDalBQ5yYzF8h76fBvcnfD35VhrIADRnFeL3egjyrzp4YAbGcg&_hsmi=323108599 )

[Theodore-Kelechukwu-Onyejiaku]

I will have to close this. Thank you.