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FOSDEM 2027: CFP for Open Source & EU Policy Devroom

Favorite The Open Source Initiative, in collaboration with APELL, Eclipse Foundation, Github, Linux Foundation Europe, Mozilla, NLNET Labs, Open Forum Europe, and OpenSSF, are delighted to invite you to submit a proposal for a talk, and join us for the 4th edition of the Open Source & EU Policy devroom

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Shared by voicesofopensource October 28, 2026

Fix evaluation bias to unlock better models on Amazon Bedrock

Favorite This post was co-authored with Khaled Thabit, Meriem Boughrara, and Mohamed Desouky from Property Finder. The engineering team at Property Finder, a digital real estate application, discovered that 96.8 percent of their evaluation labels had been inherited directly from a single model’s predictions rather than verified by human experts.

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Shared by AWS Machine Learning October 27, 2026

How Bayer Crop Science built an agentic decision engine on Amazon Bedrock AgentCore with AWS Unified Operations

Favorite Plant breeding decisions depend on data that spans genomics, field trials, imagery, environmental conditions, and model outputs. Bayer Crop Science runs hundreds of machine learning (ML) model configurations against this data across crops, regions, and teams, and each run needs to be repeatable and governed. To meet that requirement,

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Shared by AWS Machine Learning October 23, 2026