Google Research separates two mechanisms behind reasoning-assisted factual recall in Gemini-2.5 and Qwen3-32B. Extra tokens provide computation time, related facts prime recall, and hallucinated intermediate facts sharply reduce final-answer accuracy.
GPT-5.5 Instant is now ChatGPT's default model, replacing GPT-5.3 Instant. The update cuts hallucinated claims by 52.5% on high-stakes medical, legal, and financial prompts, and adds Gmail-based personalization and memory-source transparency.
A LocalLLaMA post details recurring Whisper hallucinations during silence and proposes a layered mitigation stack including Silero VAD gating, prompt-history reset, and exact-string blocking.
A r/singularity thread boosted attention on an arXiv paper studying hallucination-associated neurons in LLMs. The authors report that a very small subset of neurons can predict hallucination behavior and may be causally involved.
Perplexity launched Model Council, a system running multiple frontier AI models including Claude, GPT-5.2, and Gemini in parallel to generate unified, cross-validated answers. This significantly improves reasoning quality and reduces hallucination errors.