United States · Non-provisional applications

Two non-provisional filings.
One discipline.

The public record is sufficient to identify the assets. The enabling record remains controlled.

0119/801,136Runtime inference control
0219/805,719ELEOS · Localized outcome assurance
Public positioningQualified reviewDefinitive terms only in writing

U.S. Application 19/801,136

Runtime Control of
Autoregressive Neural Inference

A pending architecture at the boundary between internal neural trajectory, candidate output, and the continuation state that follows.

Filed
September 9, 2026
Status
Patent pending
Examination
Track One requested
Inventor / Applicant
Tony T. Nguyen

Public position

Control does not end when a token is proposed.

The application addresses distinct control surfaces around runtime inference: adjustment of an internal neural trajectory, the conditions under which candidate output may become effective, and the integrity of continuation state carried forward after publication.

This page does not publish the claims, calibration artifacts, protected-coordinate treatment, acceptance thresholds, continuation-state transactions, or prosecution analysis.

U.S. Application 19/805,719

ELEOS
Dignity, by design.

USPTO title: System and Method for Bio-Effluent Mitigation in Seating and Microclimate Containment with Outcome-Gated Assurance

Filed
September 13, 2026
Status
Patent pending
Inventor
Tony T. Nguyen
Public record
ELEOS · E / 001 ↗

Public position

Intervene near the source. Claim completion only after the outcome is checked.

The filing concerns localized detection, containment, mitigation, and discreet assurance within seating and occupied microclimates. Its commercial premise is simple: dignity should be designed into the local environment rather than negotiated after a private condition becomes public.

The detailed sensor architecture, safety interlocks, filtration path, control logic, figures, claims, and implementation parameters remain inside the controlled record.

Disclosure architecture

Enough to evaluate.
Not enough to appropriate.

  1. 01
    Public record

    Identity, filing data, problem framing, and transaction posture.

  2. 02
    Qualified review

    Non-confidential strategic brief after counterparty identity and mandate are established.

  3. 03
    Controlled diligence

    Claims, figures, prosecution materials, provenance, and supporting analysis under appropriate safeguards.

  4. 04
    Definitive transaction

    Only through signed documentation and professional review.