Context Engineering Starts Before the Prompt
Context engineering starts before prompt writing: structure knowledge, resolve evidence, and select the context that inference can use.
- context engineering
- semantic intelligence
- knowledge graphs
CARM'INK Journal / Publication layer
Questions that keep moving.
The lab's publication layer for semantic intelligence, inference engineering, governed agentic systems and the conditions that make technical work useful in the world.
Latest thinking.
2 published articles
Why Better Inference Is Not Always More Inference
A practical framework for allocating inference across retrieval, deterministic tools, verification, model reasoning, and escalation—according to uncertainty, consequence, latency, and cost.
- inference engineering
- test-time compute
- reasoning