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9 storiesInnovation
HyQuant proposes keeping critical attention states in high precision to reduce LLM memory costs
A new arXiv preprint describes HyQuant, a hybrid-precision method that compresses most LLM attention data into low-bit formats while preserving selected tokens and local context in higher precision.arxiv.orgInnovation
Study finds tool-equipped language models can make unsupported claims even when checking is possible
A new preprint reports that one tested language model sometimes made unsupported final claims despite having access to evidence-resolving tools, while an automatic checking rule corrected the errors in a small synthetic evaluation.arxiv.orgInnovation
Hospital News reports AI delirium-prevention trial launching across 13 Ontario hospitals
Hospital News reports that the AI Models to Prevent Delirium trial will involve approximately 15,000 patients across 13 Ontario hospitals, testing whether an AI risk tool helps care teams prevent delirium earlier.hospitalnews.comProduct
Anthropic makes Claude in Chrome generally available with autonomous browser actions
BigGo Finance reports that Anthropic has broadly released Claude in Chrome, allowing Claude to navigate webpages, enter text and fill forms with reduced approval prompts. The company says layered defenses cut attack success rates to 0–0.3% in its latest evaluations, though those results have not been independently…finance.biggo.comSecurity
Lawsuit alleges xAI trained Grok on CSAM depicting survivor
Breitbart reports that a proposed class-action lawsuit accuses xAI of training Grok on child sexual-abuse material depicting a survivor and of storing generated abuse material. The allegations have not been independently confirmed.breitbart.comInnovation
Lemmalog turns LLM agent memory into a Datalog engine
An open-source Rust project replaces vector-store-style agent memory with provenance-tracked facts, rules and incremental reasoning. Its README reports strong benchmark and token-efficiency results, but also documents extraction and measurement limits.github.comProduct
TechGig reports new details on Gnani’s Artha sovereign AI stack
TechGig reports that Bengaluru-based Gnani launched Artha, combining the open-weight Evon v3.3 language model with the Plexus agent platform for self-hosted enterprise AI in India.techgig.comProduct
The Star reports Harvey built legal model on Chinese Kimi K3 open weights
The Star reports that OpenAI-backed legal technology company Harvey released Harvey Tenet, a legal model post-trained on Moonshot AI’s open-weight Kimi K3. Harvey claims the model improves performance and cost efficiency, but those claims have not been independently confirmed.thestar.com.myPolicy
Billboard reports Sony and Warner sue Anthropic over AI music training
Billboard reports Sony Music Publishing and Warner Chappell Music sued Anthropic, alleging Claude was trained on more than 20,000 copyrighted songs acquired through piracy.billboard.com
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