Tuesday, October 27, 2026i10X News · Section desk9 stories
Studies
Benchmarks & Evals
New benchmarks, evaluation methods and leaderboard results
FilterMistral AI
Filtered: Mistral AI in Benchmarks & Evals · 1 storyReset filter ×
-
AI Agents That Learn the Facts Still Deliver Only 60–70% of the Business Value
FDE-Gym’s 95 real delivery tasks: Claude Opus 5.5 leads at 0.56, but even models that gather 72–85% of key facts deliver just 0.60–0.70 of the reference uplift.
By
Editor's picks
- Tampered ML: Even the Best AI Models Miss One in Five Planted Research Flaws
- Only One AI Agent Beats Researchers’ Own Code on Most FrontierCS 2 Tasks
- Hybrid Computer-Use Agents Top Out at 41% When GUI and CLI Must Work Together
- Scientific AI Agents Finish Only 21% of End-to-End Workflows — and Often Claim Success Anyway
- AI Agents Guess Wrong at Critical Forks 40% of the Time, Taste-Bench Shows
More stories
· RSS