AQuA

3 articles tagged with this topic

Two AIs Reviewing Trading Code Both Miss a Bug — The Fix Is Locking Down the AI

A quant paper exposes AI self-review failure: two LLMs approved a future-data feature. Fix: restrict AI's toolset, not smarter reviewers.

5d ago2 min read

AQuALocalLLaMA

LocalLLaMA Debunks 'AI Self-Improvement': Weights Untouched, Notes Upgraded

AQuA preprint debunked: 'AI self-improvement' is just state updates, weights untouched. An old reproducibility problem every AI buyer should care abou

Aug 202 min read

AQuARecursive Self-Improvement

Note-Taking ≠ Self-Improvement: AQuA's RSI Label Draws Reddit Backlash

Reddit split over AQuA's 'recursive self-improvement' claim — model weights never change, only memory. The label fight exposes AI hype inflation.

Aug 182 min read