Measure first
Claims require evidence and an equivalent-work baseline.
We investigate Bitcoin mining from first principles — SHA-256, search structure, ASIC behavior, mining protocols and computational efficiency.
Everything is measured. Results are published. Negative results included.
Block header + nonce
nonce: changing valueApply double SHA-256
SHA256(SHA256(header))Hash ≤ target: valid
otherwise: rejectBTC PoW Lab's Hybrid Solo pool now has a public website and an open Stratum endpoint. If our experiments demonstrate a genuine, reproducible and end-to-end profitable mining advantage, we will incorporate it in a controlled way and exclusively within our own pool.
The research lab and production engine remain separate: a strategy enters only after passing validation, never merely because it is experimental.No general proof establishes that every mathematically exact alternative must cost at least as much as the conventional full double-SHA-256 search in every valid mining context. That absence of an impossibility proof is not evidence that a cheaper method exists. It is the open, falsifiable question that motivates these experiments.
We test whether lawful structure can reduce expected end-to-end cost per valid result after setup, memory, control, verification and hardware overhead are counted. Some studies close quickly; others require continuous runs, replication and ASIC measurements lasting weeks or even months.
We separate mathematical interest, statistical signal and operational mining advantage. They are not interchangeable.
Claims require evidence and an equivalent-work baseline.
A failed hypothesis is still useful knowledge.
Results should be independently verifiable when safe.
A local shortcut is irrelevant if overhead destroys the gain.
Real hardware is the final benchmark, not simulation alone.
Separating exact local structure from full implementation cost.
Testing deterministic relations and their composability.
Preparing stock-hardware validation and telemetry.
Studying legal job fields and contextual capability classes.
Classical baselines first; hybrid experiments only when measurable.
Every publication carries an explicit claim status. A statistical signal is never labeled as faster mining.
A repeatable statistical signal survived audit, but its implementation did not pass the preregistered operational cost gate.
A preregistered early-prediction model performed at random discrimination on held-out data.
One million checks confirmed exact modular relations around the W3-dependent state.
The first 75 Advantage Decomposition experiments are published with hypothesis, scientific basis, mathematics, method, outcome, validation and limitations.
Read the experiment logHistorical value received at the two published addresses, converted using current USD spot prices.
Public-chain estimate updated every 15 minutes. “Received” means all on-chain value ever credited to these addresses; it is not independently verified donor accounting and USD value changes with market prices. Snapshot: Aug 27, 2026, 2:56 PM UTC.