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BigGo Finance reports that model vendors, enterprise service providers, and companies themselves are competing to control the work of deploying AI agents inside businesses.
An arXiv preprint introduces VortexChat, a framework that uses a large language model to coordinate photonic-device generation, refinement and electromagnetic simulation. The authors report that it autonomously designed and helped fabricate a terahertz vortex-beam multiplexer whose measured performance matched…
A new preprint proposes a hierarchical memory system that decides which parts of an AI agent’s execution history should remain active. On GAIA-Text, the authors report higher accuracy, lower prompt-token use and less persistence of poisoned information than linear memory.
Forbes reports that Apple’s new Mac mini and Mac Studio can run sizable AI models locally, but their cost, model-memory limits and slower agentic coding performance weaken the case for replacing premium cloud subscriptions.
An arXiv preprint presents SAGE, a framework that organizes AI-powered SQL operations into three relational types and reports a 358-fold cost reduction for one factorable join workload.
ET Datacenters reports that Nvidia has made an undisclosed minority investment in Cloverleaf, a company that secures land and power for data centers. The deal links Cloverleaf’s powered sites to Nvidia’s DSX specifications for increasingly dense, liquid-cooled AI systems.
An arXiv study of AI systems that choose whether to act or stay silent reports a trade-off between stronger decisions and inspectable reasoning, and warns that common faithfulness tests may overstate what reasoning traces reveal.
The Straits Times reports that DBS has launched an in-house career advisory service and plans foundational AI training for its 40,000 employees globally, as the bank prepares workers for roles reshaped by artificial intelligence.
Cerebras has published additional architecture details for its CS-4 AI system and outlined targets for future CS-5 and CS-6 processors. The company says its wafer-scale approach is designed to reduce data movement, power loss and infrastructure complexity, but the performance and roadmap claims remain company-reported.
South Korea has finalized voluntary national principles for AI centered on human dignity, public benefit and sustainability, Aju Press reports.
Yahoo is preparing an AI answer engine called Scout that will combine licensed AI technology with Yahoo content, user data and decades of search logs, Chosunbiz reports, citing the Financial Times. The company has not announced a specific launch date or transaction plan.
A University of Nottingham study is testing an AI app that analyzes speech, facial expressions and movement to flag possible depression during or after pregnancy. The BBC reports that the trial is in its final stages, but the system is intended to support clinicians, not diagnose patients.
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