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๐Ÿ”ฌ researchMostly Real

Monday, July 20, 2026

IMPROVE LLM CAPABILITIES AND SAFETY WITH BETTER DIAGNOSTICS AND COT ANALYSIS.

Better tools to diagnose LLM flaws, improve safety.

3/5
weeks
{"ML researchers","AI safety engineers","prompt engineers"}

โ—† What Changed

Black-box LLM errors โ†’ Diagnosable weaknesses, safer CoT.

โ—‡ Why It Matters

Researchers build safer, more reliable AI systems.

๐Ÿ›  Builder Opportunity

Integrate CRAFT-like diagnostics into LLM evaluation pipelines.

โšก Next Step

โ†’ Apply diagnostic methods to identify CoT risks in your models.

๐Ÿ“Ž Sources