AI Prompt Mining: A Practical Evaluation Workflow
A repeatable workflow for finding, testing, and maintaining useful AI instructions—not a token-mining scheme.
Read deeper. Stay curious.
The Mining Field Notes.
Ten long-form guides for curious minds. Follow the evidence through metals, cryptocurrency mining, hardware, and AI—one clearly defined question at a time.
All field guides
Bitcoin Mining Explained: Work, Pools, and Power
Understand candidate blocks, accepted work, mining pools, and electricity before reading an earnings chart.
AuxPoW and Merged Mining: Follow the Proof
Separate parent-chain work, auxiliary-chain verification, pool services, and payout rules.
Rare Earth Mining: From Ore to a Specified Product
Follow rare earth elements through characterization, recovery, separation, and product qualification.
Litecoin Mining: Scrypt, Shares, and Settlement
Learn what a Litecoin miner does and why algorithm compatibility and payout currency are separate questions.
ASIC Mining Efficiency: Power, Cooling, and Real Work
Read hash-rate and efficiency claims with clear units, measurement boundaries, and operating conditions.
Gold Mining: From Exploration to Recovery
Connect geological evidence, grade, recovery, infrastructure, and the full lifecycle of a gold project.
GPU Mining vs. AI Computing: Different Work, Different Metrics
Distinguish proof-of-work mining from AI inference and training, then benchmark the task that matters.
Silver Mining: Grades, Byproducts, and Recovery
Keep contained, recovered, and payable metal distinct when reading a multi-metal mining story.
Scrypt Coin Mining: A Compatibility Checklist
Trace the algorithm, chain, service, and payment path behind a Scrypt mining claim.