Tag
4 essays filed here
01 — Index
A five-stage maturity model for LLM evaluation practice — from ad hoc spot checks to continuous production evaluation — with the failure modes of each stage and the exit criteria that mark genuine progress to the next.
Evals · Whitepaper
The context window is the scarcest resource in an agent system. A whitepaper-length treatment of budgeting it: retrieval allocation, tool-result summarisation, state across steps, and defending against context poisoning.
Prompting · Whitepaper
No single control makes an LLM product safe, and none needs to. A layered architecture — input mediation, capability scoping, output enforcement, human review, audit — works because the layers fail independently. A whitepaper on building it deliberately.
Safety · Whitepaper
Audit trails, data residency, model-change management, validation documentation, and incident response for model-driven features — and how each requirement maps onto control-plane primitives you can actually operate.
Enterprise · Whitepaper
