BRM-loading · layering pigment…
BRMSTE LTD · D4 motivational depth
Founder · CEO
Inventor of the architecture.
This started as a question I asked my AI: if I were you, how would you train me? The answer became the codebase. The codebase became the architecture. The architecture became BRMSTE.
Chairman
Custodian of the company.
Shravan invents. I hold. The architecture is personally his; the company is jointly ours. The licences are slow and deliberate; the address is the same.
I built the substrate every deployed AI needs — measured on the dimensions that actually decide deployment: cost, energy, verifiability, audit. The corpus is inscribed on Bitcoin mainnet. The benchmarks are on the page. Every number traces to a file on disk and a signed manifest.
Honest non-claim · founder’s voice · on the record
60 days · idea to delivered substrate
The substrate ships measured. The audit chain is public. The corpus is on chain. Every claim cites a file on disk; the file cites the chain; the chain witnesses the rest.
RUN 01 · 2026-04-04
cloud accelerator
25 models swept · best sub-3B-class loss 0.3501
RUN 02 · 2026-04-09
4-host accelerator cluster
314B-class fine-tune · 0.9010 score · paste-recovery novelty
RUN 03 · 2026-04-10
domestic edge silicon
production sub-3B distillation · 108× token reduction · Ollama-deployable
No retraining for thirty-four days after RUN 03. The patent suite expanded across Wave-16 continuations · eighteen on-chain events anchored · the twelve honest-AI principles authored · the substrate moved into production — all without touching model weights.
BRMSTE is the first reality of AI worlds. Nothing artificial. Nothing synthetic. Everything general, verified, real. 128K vision tuned. Three offerings — GI writes the dossiers, AGI renders the agents, GSI executes the notebooks.
cite · /thesis · /register · /honest-ai (twelve principles)
Built on a three-machine workbench. The substrate runs on commodity edge silicon. No datacentre dependency, no fleet, no team.
Posture
Architecture personally assigned to the inventor. The company holds the software copyright. Licences are per deployment.
Reach
sb@brmste.ai
By letter. Slowly. On the founder’s terms.
