Specialist-model research desk

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Frontier Development research deskSection 12 · Page 12 of 12Last updated 26 October 2026

Evidence boundary: This is desk research and a proposed decision method, not a test of the buyer’s model or an endorsement. Published findings, supplier descriptions and proposed actions are distinguished in the text. Missing private data, quotes and contract terms remain unknown.

TRACE THE EVIDENCE

Sources cited on this page

  1. Demystifying evals for AI agents — Anthropic, 9 January 2026 →www.anthropic.com
  2. A Field Guide to Rapidly Improving AI Products — Hamel Husain →hamel.dev
  3. Pricing — Together AI, snapshot checked 26 October 2026 →www.together.ai
  4. GroupKFold — scikit-learn documentation →scikit-learn.org
  5. AI Risk Management Framework — NIST →www.nist.gov
  6. RouteLLM: Learning to Route LLMs with Preference Data — Ong et al., revision 23 February 2025 →arxiv.org
  7. Extend — Extraction Overview →docs.extend.ai
  8. TimeSeriesSplit — scikit-learn documentation →scikit-learn.org
  9. Guidance on HIPAA & Cloud Computing — HHS Office for Civil Rights →www.hhs.gov
  10. The Open Source AI Definition 1.0 — Open Source Initiative →opensource.org
  11. Llama 3.3 Community License Agreement — Meta →github.com