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@BaionSyS

BAION Systems LLC

Receipt-bearing, reproducible instruments for human–AI work. Local-first. SDVOSB, Raleigh, NC

BAION Systems LLC

Sovereignty infrastructure. BAION Systems builds instruments that give people evidence of what is happening to them — receipt-bearing, reproducible, and owned by the person who generated it, not the service they happened to use.

Evidence was the first half. The same instruments now run forward: coordination that keeps a schedule — or a team of local AI agents — moving with no central dispatcher to lose, and a receipt for every decision it made. The coordination substrate is an active research program: agents couple through a shared dynamical medium instead of waiting on a central orchestrator, and we are testing whether that coupling can support consensus, task allocation, and recovery from disruption — claims bounded by what runs prove.

A service-disabled-veteran-owned small business in Raleigh, North Carolina. Founder-led, local-first, receipts-driven: every experimental claim in our work is backed by hash-chained run records on hardware we own.

What's public here

  • baion-std — seven languages (C, C++, Rust, Go, D, Haskell, OCaml) producing byte-identical canonical JSON + SHA-256, with a one-command cross-lineage verifier and CI that proves it on every push to main and every pull request. The trust discipline underneath our multi-component systems.
  • baion-vault-method — the governance method behind the work: receipts establish state, exact-byte review and promotion, positive controls before negative results, preserved retractions — as a reference methodology with executable enforcement, not just documentation.
  • synchronization-resistance — a pre-registered study measuring how hard it is to get independent LLMs to agree. Three hypotheses passed, one was inconclusive, one failed — all reported. Pre-registration and archival DOI linked from the repo; not peer reviewed.
  • framework — essays on multi-model consensus, accountability, and why convergence is the product. Historical material from early 2026; later work bounds some of its claims, and the repo carries editor's notes saying where.
  • More at baion.dev — instruments, evidence (DOI, pre-registration, federal filings), and method.
  • Live demo: demo.baion.dev — the Shadow Comparator on the real engine. Practice data, clearly badged; every run carries a replayable receipt.

What's not (yet)

The coordination substrate itself (U.S. Provisional Patent Application #64/042,046) and related components are unreleased pending counsel review. BAION's long-run model is open: the business charges for responsibility, not control.

Contact

Steven A. Mullins Jr., Founder / Managing Member — email preferred.

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  1. synchronization-resistance synchronization-resistance Public

    Synchronization Resistance: a pre-registered study measuring multi-LLM agreement difficulty. 3 pass / 1 inconclusive / 1 fail — critique wanted.

    Python 1

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