Hybrid LLMs Lose Long-Context Capabilities Through CoT Fine-Tuning10. June 2026AI Models, Claude CodeShare on:CoT fine-tuning degrades long-context retrieval in hybrid LLMs by distorting query-key projections; QK-Restore fixes this without additional training. Share on:
Reasoning Models Reveal Hidden Security Flaws Across Multiple Conversation Turns10. June 2026AI Models, Claude AI, CybersecurityShare on:Multi-turn reasoning models can maintain safe surface metrics while their internal states are compromised across conversation turns or their secure internal logic is ignored in harmful outputs. Share on: