About Byt-Wyze
Who we are: a verification-first research and teaching practice that publishes honest bounded claims, keeps AI inside evidence guardrails, and builds products on the same philosophy.
Byt-Wyze is a verification-first research and teaching practice: evidence-led research published openly, AI kept inside guardrails, and products built on the same discipline.
Proof before trust. Research that shows its working.
What we’ve built
The research programme
MDE Engine
Teaching and methodology
Policy-modelling engines and quantum-security tooling
Why this matters
Byt-Wyze is a research and teaching practice. We investigate difficult mathematics and AI in the open, publish bounded and honest claims, teach the method so others can use it, and build products on the same verification-first philosophy.
Three factorisation investigations, built, tested exhaustively against prior art and closed with honest bounded claims. Each method worked; none was novel, and saying so plainly is the point. The full write-ups, controls and reproducibility records are on the research portal.
Use AI to chat with your physics, and actually trust the answers. The AI proposes a calculation, the deterministic engine runs it, and every chat is tied to the exact receipt: results, failures, provenance and replay. No hallucinated mathematics, no silent mistakes carried forward.
How we use AI in research, and a practical workshop that walks through the six-stage method with resources so you can run your own investigation, from an interesting construction to a bounded claim.
Calibrated simulation engines for alcohol, cannabis and sugar taxation policy, plus open post-quantum and cryptographic tools, all shipping as live, tested systems with their working visible.
Every important decision, a stress test, a cryptographic key, a minimum unit price, rests on a number produced by software. Most of that software cannot show its working, and most AI cannot be trusted not to make silent mistakes. Ours can, and ours is.
- Evidence-led research
- Teaching as the ethos
- Products built on the same philosophy
- About | BYT-WYZE