Elias Adrian Brown

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upvoted 2 papers about 1 month ago

False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents

Paper • 2609.39102 • Published Sep 30 • 150

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

Paper • 2609.36484 • Published Sep 29 • 168

upvoted an article about 1 month ago

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Article

autotrust/JEV-27B: fast, calibrated decisions and full reasoning from one open model

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autotrust

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Sep 27

• 26

upvoted a paper 3 months ago

SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation

Paper • 2608.18565 • Published Aug 19 • 21