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Unverified Harness Claims to Beat Fable 5

Unverified Harness Claims to Beat Fable 5

The community project J-Space Cognition Suite claims to improve DeepSeek V4-Pro-0813 through an inference-time Agent Harness without changing model weights. Its reported gains on several benchmarks have not been independently reproduced, and the project is unrelated to Anthropic's internal J-space interpretability research.

Nokia Shrinks China Footprint, Risks AI-RAN Data

Nokia Shrinks China Footprint, Risks AI-RAN Data

Nokia is reportedly planning further layoffs, facility closures, and a major reduction of its mainland China operations, potentially retaining only limited after-sales services. The retreat is part of a global restructuring toward AI and cloud businesses, but it may reduce Nokia’s access to China’s large-scale 5G deployment data needed for AI-RAN and future 6G research.

虎嗅Media14h ago#telecom-ai#network-data#6g
FAR Automates the Search for Open Math Problems

FAR Automates the Search for Open Math Problems

Researchers propose FAR, a human-AI discovery pipeline that finds open problems from research literature, attempts solutions, and recommends promising results for expert review. In a combinatorics pilot, it narrowed 5,245 papers to 77 items for author-team evaluation and surfaced multiple potential mathematical discoveries.

Canada’s AI Autonomy Faces US Trade Pressure

Canada’s AI Autonomy Faces US Trade Pressure

The US Trade Representative’s reference to “digital trade alignment” in talks with Prime Minister Mark Carney’s government is raising concerns in Canada. Critics worry the agreement could limit Canada’s ability to independently regulate technology companies and AI.

Bloomberg TechnologyMedia5h ago#ai-policy#digital-trade#canada
Claude Enters Protein Design

Claude Enters Protein Design

Claude is expanding into protein design, adding a scientific research capability to its existing AI portfolio. The update suggests potential use in computational biology and biotech workflows, though the article excerpt does not provide implementation or benchmark details.

The NeuronMedia9h ago#protein-design#scientific-ai
How LLMs Are Transforming Mental Health Care

How LLMs Are Transforming Mental Health Care

This systematic review examines how large language models support mental-health applications, including social-media analysis, clinical conversational agents, therapy support, and psychoeducation. It also covers multimodal diagnosis, prompt engineering, interpretability, and the ethical and regulatory safeguards needed for responsible deployment.

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