Model Evaluation

206 summarised stories about Model Evaluation, each linking back to the original source. Browse all topics →

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Tuesday, 11 August 2026

AI & Tech Brief: AI viruses

CSET Georgetown 2 months ago 13

Steph Batalis discussed in a Washington Post article how AI-generated viruses could aid vaccine development and treatments for antibiotic-resistant bacteria while also creating risks of misuse to design dangerous human pathogens. The piece says the paper does not show AI can readily design a dangerous human virus or that AI can be prompted to generate any arbitrary virus. The focus shifts to evaluating AI-virus capabilities and limits for public health benefits while tightening concern about human-pathogen misuse.

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AI Security AI Governance AI Safety Model Evaluation

Thinking of ACE? We Can Do It with Fewer Tokens

Hugging Face 2 months ago 24

ALTK-Evolve and ACE both turn an agent’s past trajectories into reusable memory lessons for an LLM ReAct agent, but they differ in how much of that playbook gets sent at inference each step. ALTK-Evolve cut tokens/task from 634K with ACE to 263K on DeepSeek-V3.2 while raising TGC from 80.4 to 89.3 and SGC from 73.2 to 80.4. The change is calibrated delivery (selecting a subset per task) instead of injecting the full playbook every step, keeping accuracy while reducing inference cost.

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Agentic AI Model Evaluation AI Efficiency Agent Evaluation

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