Melete
The Self-Driving Discovery Brain
propose → experiment → prove · v0.20.1
↓ / → / space to advance
The problem
Ideas are cheap. Experiments are expensive.
- Every lab assay, training run, process batch, pricing test costs real time & money.
- Two questions decide who wins: what experiment next? and can you prove how you discovered it?
- No product answers both — and science is in a replication crisis.
The product
The decision brain that plugs into any expensive process.
- SUPER NOVA engine — an adaptive ensemble; a bandit picks the winning strategy per problem.
- Everything is f(x) — lab, training, process, pricing, LLM-graded design.
- Signed discovery trace — verify the whole path offline with a public key.
- Air-gapped — runs offline; data never leaves; result still provable.
The moat
Not one algorithm — a defensible composition.
- Verifiable provenance-of-discovery (no lab/optimiser ships it; patents & audits need it).
- Universal f(x) + air-gap (one engine, every domain, on-prem).
- Robust ensemble — beats every single algorithm on rugged landscapes.
- Accumulating signed-discovery corpus → switching cost compounds.
Proof — measured & reproducible
| landscape | Melete | Bayesian | random |
|---|
| smooth | 1.000 | 0.999 | 0.838 |
| rugged | best 🏆 | far behind | far behind |
| high-D | 0.996 | 0.987 | 0.555 |
≈ 26 vs ~95 experiments to the optimum (3.7×). 10 test-gauntlets at 100/100; 32 tests. Run melete bench --robust.
Honesty
- Not a "magic" algorithm; not "disrupting quantum". The win is robustness + verifiable provenance, both measured.
- Optimisation can't be 100% accurate — we ship 100%-passing gauntlets + reproducible benchmarks.
- The brain is software; the physical lab/robot (if any) is the customer's — we plug in.
The ask
License it, or acquire the code.
- Clean, dependency-free TypeScript: engine + arms + signed-trace + universal oracle + HTTP service + CLI + deploy.
- Live demo + full tests. Sale transfers the private repo, the
melete-ai npm namespace, and the roadmap. - For anyone who runs expensive experiments at scale — or sells tooling to those who do.
📧 patsa2561@gmail.com · 🟢 WhatsApp +66 93 945 5645 (🇹🇭) · ✈️ @devson2561
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