Rohan Paul

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Articles & links

https://t.co/aHQsXKkYUt https://t.co/UvVzUtPytj

Introducing Claude Sonnet 5 \ Anthropic anthropic.com
AI Weekly's analysis
  • Anthropic released Claude Sonnet 5 on June 30, 2026, calling it 'the most agentic Sonnet model yet' and pitching it for autonomous browser and terminal use.
  • Through August 31, 2026 Sonnet 5 costs $2 per million input tokens and $10 per million output, then steps to standard rates of $3 and $15.
  • A new tokenizer means the same input can map to roughly 1.0 to 1.35 times more tokens than prior Anthropic models, partly offsetting the headline discount.
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View on Bluesky · ♥ 0 ↻ 0 ↩ 0 · 8 from the directory shared this · 67d ago

– https://t.co/zO2OtDyEId Title: "Mathematics in the age of AI"

Mathematics in the age of AI arxiv.org
AI Weekly's analysis
  • Terence Tao's ICM 2026 essay sidesteps the debate over AI's math capability and focuses on how results are verified, communicated and digested by the community.
  • In the First Proof evaluation Tao cites, seven of ten novel problems got at least one passing grade from an AI system, at tens to hundreds of dollars each.
  • Tao would block publication if authors cannot give a clear, expert-level talk on their own AI-assisted result, and requires disclosure of any tool use.
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View on Bluesky · ♥ 0 ↻ 0 ↩ 0 · 7 from the directory shared this · 16d ago

https://t.co/sPjQtEHyfJ

How Claude marks AI-generated content | Claude Help Center support.claude.com
AI Weekly's analysis
  • Anthropic has committed to the EU AI Act's Article 50(2) Code of Practice on Transparency of AI-Generated Content, per its Claude support docs.
  • Claude models released on or after August 2, 2026 support machine-readable marking at launch; earlier models are still being retrofitted.
  • Text gets an imperceptible watermark; .svg, .png, and .jpg outputs get signed C2PA provenance metadata, but Anthropic says detection is not conclusive.
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View on Bluesky · ♥ 0 ↻ 0 ↩ 0 · 6 from the directory shared this · 25d ago

https://t.co/MQeYBfXr8r

openai.com
AI Weekly's analysis
  • OpenAI paused RL training on its latest deployment models for two weeks after flagging Astra as possibly meeting the Critical cyber threshold.
  • Monitoring safeguards now consume around 20% of inference compute, targeting an alert within 30 minutes of concerning activity.
  • All Astra workloads require the strictest safeguards; the largest planned frontier RL run is on hold pending smaller-scale evaluations.
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View on Bluesky · ♥ 0 ↻ 0 ↩ 0 · 4 from the directory shared this · 18d ago

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