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Anthropic reports progress on provable inference for large language models

Anthropic published new research on provable inference for large language models, describing progress on zero-knowledge-proof provenance aimed at preventing distillation attacks. The work drew broad attention on Hacker News and r/mlscaling.

Read the full story at Anthropic News ↗

Timeline · 4 reports

  1. 2026-11-04 17:17 · Hacker News Front Page
    Progress on provable inference for large language models
  2. 2026-11-04 01:10 · r/mlscaling
    "FlashProve: Progress on provable inference for large language models", Anthropic (progress on ZKP provenance, for preventing distillation attacks)
  3. 2026-11-03 19:57 · Anthropic (X)
    New Anthropic research: progress on provable inference for large language models
  4. 2026-11-03 04:43 · Anthropic News
    Progress on provable inference for large language models

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  1. Anthropic's FlashProve prototype cryptographically verifies which AI model produced a response — Runway Research
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  3. Anthropic reports 1,100% revenue surge and $895B compute commitments ahead of IPO — Reuters AI
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  5. Anthropic cuts Claude Code subagent usage limit consumption — Anthropic (X)
  6. The Briefing: Work at the Frontier Livestream — Anthropic News
  7. Investor Guides Highlight AI Stocks to Buy in November — The Globe and Mail
  8. Cat Wu, product lead for Claude Code, leaves Anthropic — Business Insider AI

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