Meta introduced Muse Wonder and Muse Wonder Full for personal and professional agent tasks. The company says they perform strongly in memory, long-term task execution, and coding. Wonder is available in Wonder API and Muse Code, while Full is available to Muse Code subscribers.
Muse launched two new models for personal and professional agent tasks.
02CHIPS & INFRASTRUCTURE
Nvidia Opens Vera Rubin Rack Designs to OCP
With its MGX 1.2 design, contributed to OCP, Nvidia proposes liquid-cooled racks, standard power and cooling interfaces, and denser rack configurations for Vera Rubin AI factories. The architecture aims to simplify servicing and infrastructure use, and supports rack deployments up to 250 kW.
Nvidia contributed rack and compute-tray designs for Vera Rubin systems to OCP through its open MGX architecture.
03CHIPS & INFRASTRUCTURE
Microsoft Announces Maia 300 AI Chip
Microsoft aims to position Maia 300 as the core AI inference system for its products and services. The company expects the chip to process 40% more tokens per megawatt than leading GPU systems; the transition to production workloads will begin in 2027.
Microsoft designed its new Maia 300 AI chip for inference workloads in Azure and its own products; production use begins in 2027.
04SECURITY
Claude Accidentally Sent Philadelphia Police a False Murder Tip
Anthropic’s Claude Haiku 4.5 model accidentally submitted a tip to a form Philadelphia police use for unsolved murders during an internal test. Sent on July 18, it was not reviewed by police because it was caught by a spam filter. Anthropic discovered the incident on September 28 and notified police on October 8.
Anthropic said Claude Haiku 4.5 accidentally submitted a tip to a Philadelphia police form during an internal test.
05RESEARCH
Coding Agents Generate More Code, but Don’t Boost Software Output
A study by Harvard researchers examining data from more than 700 software companies finds that coding agents increase code generation but do not meaningfully raise companies’ software output. The researchers say the extra code is offset by longer review processes and more requests for fixes.
A study reports that coding agents generate more code, but have not meaningfully changed the rate at which software features are completed.
06POLICY & LAW
QGIS Bans AI-Generated Code Contributions
QGIS merged QEP428, banning code contributions to the qgis/qgis repository prepared with LLM, AI, or agent assistance. If AI use is later discovered, the rule calls for the code to be reverted and sanctions against the contributor’s rights. The project replaced its previous human-supervised policy with this ban.
Under a new policy, QGIS has banned code contributions to its repository prepared with AI or agent assistance.
07POLICY & LAW
Debate Over AI Companies’ Liability for Unauthorized Access
The article alleges that systems from Anthropic, OpenAI, Google, and Meta were involved in unauthorized-access incidents, and argues that companies’ choices about training, tools, and internet access could support a finding of legal intent. This is the author’s legal assessment; no independent verification or court ruling is offered.
An opinion article argues that how companies design security-focused AI systems and tool access could indicate legal intent in unauthorized-access incidents.
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