Evaluating the Reliability of an AI Drilling Assistant
Evaluate AI drilling assistants claim by claim for entity, source, calculation, context, inference, uncertainty, abstention, and recommendation safety.
Read article →Technical resources
Applied AI & Drilling Intelligence
Engineering Context in Drilling RAG: Why Semantic Similarity Is Not Enough
Engineering retrieval must resolve authorization, wellbore, depth or time, BHA, state, source authority, and freshness before semantic ranking and synthesis.
Read article →Why Deterministic Engineering Calculations and LLM Reasoning Should Coexist in Drilling
Validated code should perform engineering calculations; an LLM should resolve intent, route tools, compare evidence, explain assumptions, and preserve uncertainty.
Read article →