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HIRA paper reports selective human review improved AI document classification in regulated settings
A new arXiv preprint describes HIRA, a retrieval-based AI classification system that routes uncertain documents to a local language model or human reviewer. The authors report higher Macro-F1 scores while reducing the number of documents requiring human correction and the number of language-model calls.arxiv.orgInovasi
Preprint mengusulkan metode pelatihan panjang-sadar untuk agen GUI
Pracetak arXiv baru mengusulkan pelatihan agen GUI dengan umpan balik tingkat lintasan, memberi penghargaan pada eksekusi singkat yang berhasil, dan membedakan kegagalan berdasarkan perbedaannya dengan perilaku sukses.arxiv.orgKebijakan
UChicago akan melarang AI dan perangkat dari kelas Inti ilmu sosial, The College Fix melaporkan
Universitas Chicago akan menjadikan kelas inti ilmu sosial bebas teknologi mulai musim gugur ini, menurut The College Fix, mengutip memo divisi yang diperoleh The Chicago Maroon.thecollegefix.comKeamanan
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.orgInovasi
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.orgIndustri
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.netInovasi
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.orgInovasi
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.orgIndustri
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.com
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