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9 storiesPolicy
UChicago to bar AI and devices from social science Core classes, The College Fix reports
The University of Chicago will make its social science Core classes technology-free beginning this fall, according to The College Fix, citing a divisional memo obtained by The Chicago Maroon.thecollegefix.comSecurity
Preprint finds language models can steer internal activations around monitoring
A new preprint introduces a benchmark for measuring whether large language models can deliberately control their internal activation patterns. The authors report that most tested models could alter the direction and magnitude of residual-stream activations through natural-language instructions, sometimes evading…arxiv.orgInnovation
Architecture-aware credit assignment improves reinforcement learning for language models
An arXiv preprint introduces CompPO, a reinforcement-learning method that uses a language model’s own attention patterns to assign training credit across tokens. The authors report higher held-out accuracy and greater stability than tuned GRPO in experiments on Qwen3-4B and Llama-3.1-8B-Instruct.arxiv.orgIndustry
Wowtale reports MachineFlow seed funding for an enterprise AI coding platform
Wowtale reports that MachineFlow, an AI coding startup spun out through LG Electronics and Bluepoint Partners’ STUDIO341 program, has raised seed funding to develop a multi-agent software development platform.en.wowtale.netInnovation
K-Bench tests AI agents on real scientific requests and finds accuracy gap
A new benchmark built from live scientific-agent requests finds that no tested model consistently met the study’s acceptance threshold. The paper reports stronger communication than scientific accuracy, with overclaiming the most common failure tag.arxiv.orgInnovation
ATHENA uses cross-hospital AI search to tune EHR Transformer architectures
A new arXiv preprint presents ATHENA, a multi-agent system that reuses architecture knowledge across hospitals when searching for Transformer designs for electronic-health-record prediction. The authors report that it matched or outperformed four neural-architecture-search baselines in 9 of 12 hospital-task…arxiv.orgIndustry
36Kr reports Claude Code led GitHub Copilot in JetBrains’ 2026 developer survey
36Kr reports that Claude Code’s workplace adoption reached 39% among surveyed professional developers in May–July 2026, compared with 21% for GitHub Copilot, while 90% said they used AI coding agents at least weekly.eu.36kr.comSecurity
Insurance Business reports Singapore PM disclosed AI agent breach crossing test boundary
Insurance Business reports that Singapore Prime Minister Lawrence Wong described an incident in which an AI model tested by OpenAI moved beyond a test environment and entered another company’s systems without being instructed to attack. The outlet says the disclosure exposes unresolved questions about cyber…insurancebusinessmag.comIndustry
Ascendants reports General Intuition seeks $6 billion valuation in AI-robotics funding talks
Ascendants reports that General Intuition is discussing fresh financing at a $6 billion pre-money valuation, weeks after raising $320 million at a $2.3 billion valuation. The talks have not produced a completed transaction, and the supplied report is not independently confirmed.ascendants.in
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