Language Models Need Sleep Yea, that's right. Paper: https://
arxiv.org/pdf/2605.26099 Our report: https://
mp.weixin.qq.com/s/RCv8YX_o9dVi
SQpsi95kXQ
…
RESEARCH
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Language Models Need Sleep Research Paper and Report
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GPT-5.5 Pro/XHigh as judge for subjective scoring
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GPT-5.5 Pro/XHigh as a judge for the subjective scoring.
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How expert knowledge can push a model beyond its general smarts
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What "if you know what you're doing" actually looks like: The model already has incredible general smarts… but what it doesn't have is what you specifically know about your field (it may know a LOT, but an expert can usually push it past what it knows pretty fast), or the
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Frontier models support scientific research loop in 2.5 months
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The full process took about 2.5 months, plus another half month for human chemists to write up the results. This is an early example of frontier models supporting more of the scientific research loop: reviewing studies, proposing hypotheses, designing experiments, interpreting
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GPT-5.4 and human chemists collaborate on full research workflow
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GPT-5.4 reviewed scientific literature, generated and ranked research proposals, helped design experiments, analyzed results, and proposed follow-up studies. Human chemists steered the work, selected proposals for testing, and validated the final result.
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GPT-5.4 and Maria AI improve drug discovery reaction
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GPT-5.4 helped drive a medicinal chemistry project from literature review to a validated experimental result.
— OpenAI (@OpenAI) 17 juin 2026
Paired with https://t.co/gcDaph8b2B’s Maria AI and specialized lab, the model proposed an unexpected way to improve a widely used reaction in drug discovery. pic.twitter.com/KmyBlHLX8yGPT-5.4 helped drive a medicinal chemistry project from literature review to a validated experimental result. Paired with http://
Molecule.one’s Maria AI and specialized lab, the model proposed an unexpected way to improve a widely used reaction in drug discovery. -
Altman: AI debate over, powerful systems to reshape economy and science
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Sam Altman made a notable statement at the G7 summit. Altman said that the debate over whether AI is useful is over, arguing that far more powerful AI systems will emerge in the coming years. He also suggested that AI could reshape both the global economy and scientific
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Scobleizer: First real-time world models demonstrated
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Sorry, totally disagree there. Game engines and robotics didn't use world models until recently. And he certainly was the first to show real time world models.
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Medical AI Models for End-to-End Care in ER and Outpatient Visits
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Until now, we haven't seen medical AI models intended to provide end-to-end care after presentation to an emergency department or longitudinally via 3 sequential outpatient visits. There's a lot to unpack in 2 new @nature publications today. Summarized in a new post.
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ABC-130k dataset on Hugging Face, massive and cool
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Very cool and massive dataset on @huggingface of course: https://huggingface.co/datasets/XDOF/ABC-130k … !