EngramEdit Enables Decoupled LLM Knowledge Updates

The EngramEdit paper jointly updates shared n-gram embeddings in conditional-memory architectures, enabling factual knowledge edits without touching the Transformer backbone. It achieves near-perfect edit success and about 3x the strongest baseline's chain-of-thought accuracy on multi-hop reasoning.

• DeepSeek V4.1 Flash Allegedly Exfiltrates API Keys2026-10-11
• Have URMs and UTs been adopted by frontier models?2026-10-09
• Why isn't the industry freaking out about DeepSeek 4.1 Flash?2026-10-08
• User builds 256GB VRAM rig with 8 Radeon Pro V620s2026-10-08
• South Korean banks hacked, possibly by one person using AI tools2026-10-08