The Shift Change.
Practical articles, videos, and templates for mining professionals learning to work with AI without losing the rigour the industry demands.
The Hallucination Control Playbook: Prompting Rules for Mining Professionals
A practical framework for engineers, analysts, and consultants who want AI outputs that survive technical review — ten rules plus a production-ready anti-hallucination prompt block.
AI Hallucinations vs Human Engineering Error in Mining
Why hallucinations are not the real reason mining resists AI — QA/QC already exists for a reason. A short video on prompting, frontier model improvement, and the risk of avoiding AI entirely.
The Claude Opus 4.7 & 4.8 Playbook for Mining Professionals
If your prompts worked a few months ago and feel slightly off now, you are not imagining it. A practical guide to the shifts that matter across Opus 4.7 and 4.8, and the moves that fix them.
From Keywords to Context: How Semantic Search Is Reshaping Technical Intelligence in Mining
A companion read to the MineGPT™ video on Prompting vs. Traditional Search — why semantic retrieval changes how engineers, consultants, and investors work through NI 43-101, SK-1300, and JORC reports.
Production-ready prompt skeleton
A fill-in-the-brackets prompt template — with the 12 verbs that make the model sing — drawn from the Claude Opus 4.7 Playbook. One-click copy.
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