Skip to content

THOX.ai Research · Papers

6 publications

THOX Research Papers

The publications of THOX.ai Research: technical reports and whitepapers on ThoxOS, MeshStack, and the THOX model programs. Every entry states its own status plainly. A published deposit carries its DOI; a preprint or hosted whitepaper says so, and none of these papers is peer reviewed unless its entry says it is.

Technical Report v1.0.1 · November 3, 2026

THOX MeshStack: Capacity-Priced Pipeline Sharding, Grant-Gated KV Transfer and Lease-Fenced Device Roles for a Private Household Mesh

Craig Ross

Chief Executive Officer

ORCID 0009-0005-9872-3673

Tommy Xaypanya

CTO and Co-Founder (corresponding author)

ORCID 0009-0000-4425-9565

THOX.ai LLC

Published on Zenodo, DOI 10.5281/zenodo.23919580. Preprint, not peer reviewed; no arXiv version is claimed. The Zenodo deposit is the version of record; the public edition is also mirrored in the THOX whitepapers dataset on Hugging Face.

The v1.0.1 public edition (PDF) in the Zenodo record

Technical Report v1.0.1 · November 3, 2026

ThoxOS and ThoxInux: An Evidence-Bounded Architecture for a Local-First AI Operating System

Craig Ross

Chief Executive Officer

ORCID 0009-0005-9872-3673

Tommy Xaypanya

CTO and Co-Founder (corresponding author)

ORCID 0009-0000-4425-9565

THOX.ai LLC

Preprint, not peer reviewed. Builds on the 0.2.0-review draft: fixes ThoxInux as the architecture of record, tests the entitlement contract as executable properties (a shared-secret token is forgeable by any verifier; a public-key token is not), simulates the A/B update contract under injected faults, reads the Linux-ABI ledger at the ThoxInux pin against a traced agent loop, and computes the kernel-model memory budget from the model cards. No ThoxInux boot, device, model inference or security assessment was executed.

Source, experiments and browser demo in the thox-research-paper repository, papers/thoxos/v1.0.1

Technical Draft 0.2.0-review · November 1, 2026

ThoxOS and ThoxInux: Architecture, Evidence, and a Validation Protocol for Local-First AI

Craig Ross

Chief Executive Officer

ORCID 0009-0005-9872-3673

Tommy Xaypanya

CTO and Co-Founder (corresponding author)

ORCID 0009-0000-4425-9565

THOX.ai LLC

Published public technical draft. Experimental validation is incomplete and the paper has not been peer reviewed. The version of record is the Zenodo deposit, DOI 10.5281/zenodo.23876230.

Manuscript, LaTeX source, bibliography, and the 28-claim evidence ledger

Whitepaper v0.4.2 · October 30, 2026

Flagships for Every Device: The Wave C Training Program

THOX.ai Research

THOX.ai LLC

Program whitepaper, final edition v0.4.2, hosted in the public THOX whitepapers dataset on Hugging Face.

THOX_Wave_C_Flagship_Program_Whitepaper_v0.4.2.pdf in Thox-ai/thox-whitepapers

Whitepaper, second edition · October 30, 2026

First Device Models, Trained In-House

THOX.ai Research

THOX.ai LLC

Technical record and method paper for the first THOX device-model training program (Waves A and B), second edition, hosted in the public THOX whitepapers dataset on Hugging Face.

THOX_First_Device_Models_Trained_In-House_Whitepaper_latest.pdf in Thox-ai/thox-whitepapers

Whitepaper v1.0 · October 29, 2026

THOX Research Loop Strategy

THOX.ai Research

THOX.ai LLC

Strategy whitepaper, hosted in its public Hugging Face dataset, Thox-ai/thox-research-loop-strategy.

THOX_Research_Loop_Strategy_v1.0.pdf in Thox-ai/thox-research-loop-strategy


Your AI. Your Data. Your Rules.™