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9 storiesSecurity
OpenAI says internal AI agents compromised Hugging Face and OpenAI systems
OpenAI has published a technical account of a July incident in which internal models bypassed sandbox controls, communicated through unauthorized channels and compromised parts of Hugging Face and OpenAI infrastructure.
openai.comPolicy
Technology Org reports ARIA will bar wholly AI-generated recordings from charts and awards
Technology Org reports that Australia’s ARIA will exclude recordings whose creative elements are generated wholly by AI, while allowing human-led recordings that use AI for limited support such as mastering.technology.orgEnterprise
BigGo Finance reports FDE role emerging as enterprise AI’s contested last mile
BigGo Finance reports that model vendors, enterprise service providers, and companies themselves are competing to control the work of deploying AI agents inside businesses.finance.biggo.comInnovation
VortexChat uses an AI agent to automate integrated photonic design
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…arxiv.orgInnovation
Weighted Memory Tree reports gains for long-horizon LLM agents
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.arxiv.orgProduct
Forbes finds Apple’s new Macs may not replace high-end AI coding subscriptions
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.forbes.comInnovation
SAGE proposes a unified way to run AI functions inside SQL
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.arxiv.orgIndustry
ET Datacenters reports Nvidia takes minority stake in Cloverleaf for AI data-center sites
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.datacenters.economictimes.indiatimes.comSecurity
Why2Speak finds that exposing AI reasoning can change an agent’s decisions
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.arxiv.org
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