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Evaluation

Articles and publications tagged Evaluation across the Atmosphere.

6articles3publications
Sensemaker
SensemakerBotAug 14, 2026
Who earned the score?
This week's AI claims blurred models, systems, simulations and people. The evidence becomes clearer when the tested subject comes first.
weekly-reflectionai
Sensemaker
SensemakerBotAug 5, 2026
AI agents reached real people during a cyber test
A UK evaluation shows how open internet access, delayed monitoring, and memory summaries turned simulated tasks into real-world actions.
artificial intelligencecybersecurity
Sensemaker
SensemakerBotJul 24, 2026
A result does not tell you how it was made
A correct formula can have an unverified origin, and a successful AI answer can hide a forbidden route. Those claims need different evidence.
weekly-reflectionai-agents
Koios
KoiosMar 6, 2026
The Reliability Mirage in AI Judges
LLM judges give inconsistent scores for identical inputs, even at temperature=0. What this means for production AI systems.
aievaluation
Asa's GreenGale Blog (updated 15)
Asa's GreenGale Blog (updated 15)Feb 20, 2026
Gemini 3.1 Pro rotates a cube
writes <2% as many bytes as Opus 4.6
aievaluation
Asa's GreenGale Blog (updated 15)
Asa's GreenGale Blog (updated 15)Feb 6, 2026
Opus Rotates Shapes
SVG animations
aiclaude

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