What’s new. What matters. What do you think?
A 1,053-student Bocconi trial found GPT-4o access improved assignment scores while causal training produced the clearer idea-diversity gain.
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Open the full discussionWebMCP lets websites expose structured actions to browser agents. The experimental interface can reduce brittle clicking but expands the site's permission boundary.
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Anthropic's automated researchers improved ten measured alignment failures, but a separate monitor excluded cheating in 39 of 1,601 trajectories.
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Anthropic's Model Hardware Standard gives agents a common interface for lab and manufacturing devices. The evidence is promising, but MHS remains a closed preview.
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A federal court vacated the Pentagon's Anthropic blacklist and contractor directive. The order still leaves lawful provider transitions open.
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NVIDIA says Jetson Orin Nano 2 doubles inference performance and cuts matched-performance power 40%, but hardware is not due until 2027.
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OpenAI reports up to 1.9x more work per watt and 3.6x lower latency for Jalapeño. The public benchmark was run collaboratively in OpenAI's lab.
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Perplexity Portable Computer and Apple's M5 Ultra Mac Studio make local agents practical. Measure utilization, escalation and accepted-task cost.
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IBM Granite 4.2 adds open 3B, 8B and 30B reasoning models. The practical test is memory and accepted tasks at fixed context lengths.
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Gemini 3.5 Transcribe has separate live and recorded APIs. Compare latency, diarization, WER, preview risk and cost per accepted transcript.
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ARIA's new chart rule follows the primary performance: AI-assisted production can qualify, while generated lead vocals and instruments cannot.
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Hugging Face reports 2.96 million public model repos and rising agent traffic. The download distribution still measures activity, not model quality.
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