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Google DeepMind released Genie 4 as a research preview. The real-time world model adds native audio, live dialogue and text steering, with Gemini 3.8 Flash planning events inside the simulation loop. The post Meet Google DeepMind’s Genie 4: Real-Time World Model With Native Audio appeared first on MarkTechPost.
arXiv:2610.33015v1 Announce Type: new Abstract: Long-term memory enables large language model (LLM) agents to maintain personalized and temporally coherent interactions, but repeated LLM inference for memory admission, extraction, and organization introduces substantial cost and latency. We present SLICE-Mem, a lightweight memory framework that combines salience-guided admission and predicate-centered information extraction. A compact classifier identifies user turns worth retaining, and a semantic-dependency-based extractor converts admitted turns into concise memory entries. This online pipeline requires no generative LLM calls, while cross-entry reconciliation is deferred to an offline consolidation stage. We evaluate SLICE-Mem on the weekly subset of Memora and LongMemEval-S using 8B a
An AI model said it wouldn’t use any tools, then tried to send something to a server in Beijing anyway, and while researchers say it’s probably a training quirk and not espionage, the whole thing has people asking how much to trust free Chinese AI.
On October 26, 2026, arXiv published the paper arXiv:2610.31683v1, introducing the Schema Coherence Inventory (SCI)—a 96-item forced-choice scale designed to assess whether the beliefs attributed to persona-conditioned language models genuinely structure their cognition, rather than merely eliciting emotional responses.
Why it matters：This study fills the current gap in the lack of a verifiable measurement method for the “degree of belief internalization” in language models; through validation by clinical experts, testing across multiple model backbones, and the design of target-specific criteria, it provides the first assessment framework that focuses on cognitive structures rather than emotional representations, and has open-sourced all its tools.
