Specialist-model research desk

Readiness quiz

Sources

Frontier Development research deskSection 08 · Page 20 of 20Last 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. Llama 3.3 Community License Agreement — Meta →github.com
  3. AI Risk Management Framework — NIST →www.nist.gov
  4. RouteLLM: Learning to Route LLMs with Preference Data — Ong et al., revision 23 February 2025 →arxiv.org
  5. A Field Guide to Rapidly Improving AI Products — Hamel Husain →hamel.dev
  6. GroupKFold — scikit-learn documentation →scikit-learn.org
  7. Pricing — Together AI, snapshot checked 26 October 2026 →www.together.ai
  8. The Inference Engineering Masterclass — Philip Kiely and Ali Taha, Latent Space, 3 August 2026 →latent.space
  9. The Open Source AI Definition 1.0 — Open Source Initiative →opensource.org
  10. SB26-189 Automated Decision-Making Technology — Colorado General Assembly →leg.colorado.gov
  11. Guidance on HIPAA & Cloud Computing — HHS Office for Civil Rights →www.hhs.gov