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# Hybrid AI Exploration
## Authors
* Michael McCool
* Geoff Gustafson
* Sudeep Divakaran
## Introduction
ML on the client supports many use cases better than server-based approaches, and with…
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Summary:
@albero94: Discusses about the implication of swarmOS into personal devices and its potential effects on people as a whole and the research team's progress on it. His thoughts are apprehens…
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Problem
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As datasets become larger and larger, storing training samples as individual files becomes impractical and inefficient. This can be addressed using sequential storage formats and s…
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### Have you searched for this feature request?
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### Problem Statement
Currently, the idpbuilder patterns are limited to showcasing local developme…
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## overall aim of the lab for coming 10 years.
We now have the ability to create trust with software, as shown by Ebay, AirBnB, and Uber. Key is the star rating mechanism. We want to generalize thi…
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# Correlation Zones RFC
The purpose of this RFC is to present an Observability driven framework that is targeting the **automation** and **simplification** of the daily **S**ite **R**eliability **E…
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If kWh consumed is the true basis of the SCI score for SCER (since the energy mix in the deployment environment is unknown), should that be included in the label/rating? CO2e codes more information to…
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# Open Grant Proposal: `NGPU -- AI DePin`
**Project Name:** `NGPU`
**Proposal Category:** `Integrations`
**Individual or Entity Name:** `Metadata Labs Inc.`
**Proposer:** `Alain Garner `
…
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# Open Grant: Decentralized Edge Compute Cloud
*deMEC Cloud Computing*
**integration-adoption**
**Proposer:** `fruitbox12`
**Do you agree to open source all work you do on behalf of this …
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### Scenario
a malicious actor walks into the data center a plugs a USB in a node running CoreOS.
### Proposal
The deployer should be able to specify a policy for what devices are allowed. This…