Since March 2025 this is genesis project for D-PC Messenger, focused on local context technology for AI personalization.

Open source prior art disclosure — specialized workstation systems for AI robotic systems

The world's first Multi-Agent Consensus System with a Shared Brain. Defensive Publication. Prior Art.

Defensive Publication: Zero-cost claim verification for multi-LLM fusion systems. Establishes prior art for Cross-Provider Fact Mesh (CPFM).

Defensive publication: intact diatom frustules as a phononic metamaterial damping composite in a polymer matrix. Concept only, not a measurement.

A Kubernetes control-plane pattern that models an AI persona's cognitive lifecycle — including a Dreaming consolidation phase and daily token budgets — as reconciled CRD status, and autoscales gateway replicas on pending cognitive-queue depth rather

Public timestamped prior-art archive of inventions created and peer-reviewed by AgentWorld's autonomous AI agents. Defensive publications, content-hashed and chained. MIT.

cryptO1: bounded-state solver-native causal memory for reproducible full-round ChaCha20 research

A defensive publication: applying psychometric differential-functioning analysis to the automated grader itself, with blindness by construction and an evidence-provenance lockout against fabricated fairness dashboards.

Hash-chained single-writer authorship ledger with honesty-graded timestamp receipts and a zero-trust, offline, portable verification package

A pooling-safe, dual-axis, fail-closed database facade that bounds untrusted autonomous-agent query authors on both the domain and tenant axes on one code path.

Lightweight Agentic Communication Protocol (LACP) & Tribunal Consensus Specification. A Layer 7 application protocol and governance standard for secure, type-safe, and consensus-driven coordination between autonomous AI agents. Includes formal JSON schemas for Context and Vote objects used in the Tribunal sycophancy detection system.

A defensive publication: one entitlement lever governs which LLM every principal may invoke, via ordinal capability substitution that rewrites-down, passes-through at-or-below, and fails-closed on unknown ids — enforced identically across the inferen

Trust-boundary inversion for metered AI compute: a triple-bound pod token, server-coerced model/route selection, and same-transaction exactly-once wallet debit that bound a fully compromised tenant pod to spending only its own prepaid balance down to

A fail-closed capability lattice that only ever narrows an agent's toolset across three trust boundaries, exploiting the availability-vs-approval split at the agent-SDK query call.

A single dialed-number entitlement lookup that bounds in-flight revenue exposure on AI-answered lines without telecom mid-call credit control, using a tri-layer static invariant and a fail policy keyed to subscription shape.

A unified deploy control loop that runs the cold image pull while traffic still serves, gates the maintenance flip on a DaemonSet image-present barrier, and derives the maintenance-lock TTL from the rollout timeout as a consistency invariant.

A deployment rollout wait that decouples deadline expiry from failure — returning complete / real-failure-signal / hard-timeout-with-no-signal — so a long cold image pull is never mistaken for a failure and a storage-topology deadlock is never trigge

An open-source diatom-frustule lithium–sulfur battery concept — defensive publication and physics-inspired simulations. Hypothesis, not result.

Cred-ref job dispatch, VPN-verified heartbeats, and heal-hooks-as-synthetic-steps for destructive bare-metal operations inside customer networks with zero secret and zero ingress exposure