Researchers introduced Pattern Stability Score (PSS), a watermark detection framework for machine-generated text that improves detection AUC by over 10-15 percentage points across different token leng…
Anthropic published evidence on February 23, 2026, that its frontier models were distilled by Chinese open-source weights, prompting independent technical AI safety researchers to introduce a novel al…
Researchers propose Jet-Long, a tuning-free zero-shot method for extending LLM context windows that dynamically adjusts a rescaling factor based on sequence length, preserving short-context fidelity w…
Researchers propose Dustin, a sparse verification framework for long-context speculative decoding in LLMs, achieving a 27.85x speedup in self-attention and 9.17x end-to-end decoding speedup at 32k seq…