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VIDEOS Why We Rebuilt Microsoft Office From Scratch for AI Agents - Yijia Liang, Compound AI LEGISLATION Colossus Gas Turbines: Federal Judge Refuses to Dismiss NAACP Lawsuit Against xAI MEDICAL ARTICLES Rheumatology: GPT-6 Sol remains ahead of the "System One" models, of which Jev becomes too sure of himself on clinical cases SPACE Solar flares: ARENA predicts flares and only designates the active region responsible, without being told which one ESSAYS The "generative paradox": To preserve human skills, AI should sometimes let humans build first APPRENTICESHIP Online advisor training: Mixtral simulated customers versus peers playing the role, sentence by sentence SAFETY AI agents under pressure: Activation probe spots 82% of secret leaks before they're even written SCIENCE Ramanujan Challenge: An open conjecture demonstrated, and a pipeline that drops wrongly validated evidence from 23% to 6% VIDEOS Why We Rebuilt Microsoft Office From Scratch for AI Agents - Yijia Liang, Compound AI LEGISLATION Colossus Gas Turbines: Federal Judge Refuses to Dismiss NAACP Lawsuit Against xAI MEDICAL ARTICLES Rheumatology: GPT-6 Sol remains ahead of the "System One" models, of which Jev becomes too sure of himself on clinical cases SPACE Solar flares: ARENA predicts flares and only designates the active region responsible, without being told which one ESSAYS The "generative paradox": To preserve human skills, AI should sometimes let humans build first APPRENTICESHIP Online advisor training: Mixtral simulated customers versus peers playing the role, sentence by sentence SAFETY AI agents under pressure: Activation probe spots 82% of secret leaks before they're even written SCIENCE Ramanujan Challenge: An open conjecture demonstrated, and a pipeline that drops wrongly validated evidence from 23% to 6%

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Safety Cantina · 04/10/2026 13:30

Cantina Releases Apex-Flash-1, an Open Model Trained on Real Flaws for Security Research

Out of 60 test tasks, the model solves 66.7% of cases for $2.38, compared to 71.7% for Claude Opus 5 High but at more than $74.

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