Publications
Working papers, patents, articles.
Materials published openly where possible, cited by reference elsewhere. No overstatement: two downloadable technical papers, six patents filed as inventor, Lab articles continuously updated.
Working papers
Two technical documents, from the two ends of the stack.
Published in PDF form, freely downloadable. They cover the same principle applied to different layers of the system: the hardware that sustains continuous local inference, and the software that deterministically verifies AI-generated artifacts.
Hardware engineering
Notes from building a local AI inference system
Engineering narrative across five hardware iterations for local inference: from the first failed test (180 seconds, 90°C, shutdown on four K80s) to the fifth revision validated over twelve continuous hours of inference at full load. Eight GPUs active, thermal range stabilized 35–52°C, acoustic profile compatible with conversation at one meter.
Software verification
Deterministic Artifact Verification Pipelines for AI-Generated Software Systems
Formal paper modeling the verification pipeline as a deterministic function over the Cartesian product of artifacts × configurations. Five ordered stages (structure, diff/policy, test, runtime, external exposure), VERIFY_ARTIFACT algorithm with early-exit, HARD/SOFT/THRESHOLD semantics, threat model, cryptographic attestation. Operationally validated over more than one hundred iterated releases.
Patents
Six patents filed as inventor.
Patent work conducted as inventor over the years in different professional contexts. Main areas overlap with the applied research themes shown in the profile: document management systems, intellectual property handling, software solutions for specialized contexts.
Public disclosure. The full list of titles, with filing references and application areas, is available on request. Publication on this page is subject to verification of applicable disclosure restrictions: some patents are covered by agreements with corporate filers and are not cited by name.
Articles
Lab articles — applied research in narrative form.
The Lab hosts shorter articles on applied research themes: local inference, deterministic verification, system thinking, technical compliance, abliterated models and cybersecurity. Continuously updated.
Full references on request
For the patent list, abstracts of papers not published openly, or deeper dives into research themes, write to me and I'll respond with what is disclosable.