- QLoRA: Efficient Finetuning of Quantized LLMs — Dettmers et al., 23 May 2023 — Primary source; checked 26 October 2026.
- A Field Guide to Rapidly Improving AI Products — Hamel Husain — Practitioner account; checked 26 October 2026.
- Why AI Compute Comes in Rectangles — Erik Bernhardsson, Latent Space, 22 October 2026 — Podcast publisher episode page; checked 26 October 2026.
- SB26-189 Automated Decision-Making Technology — Colorado General Assembly — Enacted-law official summary; checked 26 October 2026.
- Demystifying evals for AI agents — Anthropic, 9 January 2026 — Primary engineering account; checked 26 October 2026.
- LoRA Learns Less and Forgets Less — Biderman et al., revision 20 September 2024 — Primary source; checked 26 October 2026.
- The Inference Engineering Masterclass — Philip Kiely and Ali Taha, Latent Space, 3 August 2026 — Podcast publisher episode page; checked 26 October 2026.
- GroupKFold — scikit-learn documentation — Maintainer documentation; checked 26 October 2026.
- RouteLLM: Learning to Route LLMs with Preference Data — Ong et al., revision 23 February 2025 — Primary source; checked 26 October 2026.
- Llama 3.3 Community License Agreement — Meta — Primary licence; checked 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.