Quantum Interference Resolved at the Sensory Threshold.
A machine-learning approach to quantum interference and neural telemetry: characterising a system’s noise process, inverting Hamiltonian drift, and powering Petri’s sovereign sensory interfaces.
Sensory Co-Existence.
As the Port and Starboard Faraday shells unlatch and glide apart (`±1.85u`), Petri’s human-facing threshold telescopes upward: a 638nm retinal photon gimbal and a 64-channel alumina-gold cortical collar routed directly into Telecount0.
Security through Decoherence.
Oracle and IBM systems for quantum states · NIST FIPS 203 Kyber-768 lattice transport. Quantum-resistant security and cryptography built on a proprietary Kyber-768 (ML-KEM) stack and Reticulum off-grid routing. A quantum state cannot be observed without being disturbed — any interception collapses coherence and surfaces immediately in the Telecount0 signal readout.
- NIST FIPS 203
- ML-KEM-768
- FIPS 204 ML-DSA
- SOTA2
- SEGMESH1
The Engine Under Petri.
Flipping 180° end-over-end, the monolith expands its four mirror-gold OFHC copper dilution flanges (`50K → 4K → 100mK → 15mK`), learning each processor’s live error process and inverting Hamiltonian drift before state collapse.
Documented for Scrutiny.
Qubits and neural sensors drift as their environment changes through the day. Telecount0 pairs pulse-level correction with autonomous AI agents that watch for that drift and cancel it as it happens. Validated over 72 hours on a 127-qubit IBM superconducting processor, against standard and static-mitigation baselines.
Telecount0 Core
Autonomous pulse-level Hamiltonian inversion, real-time T₁/T₂ drift mitigation, and coherent signal recovery powering all Petri systems.
Chimera
Dual-swarm adversarial red-team harness (Janus), eBPF kernel telemetry streaming (Oracle), and NIST FIPS 203 ML-KEM post-quantum cryptography.
petri-ship
Deterministic server infrastructure for humans and autonomous agents: declarative blueprints, gVisor sandboxes, and zero dashboard-only silos.
Segmentum Mesh
Serverless, delay-tolerant peer-to-peer cryptographic device mesh built on Reticulum 16-byte destination routing and CRDT vector memory.
Helix
High-throughput sequence-to-structure surrogate screening (<1s evaluation) coupled with all-atom diffusion refinement and ligand docking.
Scholar & Nexus
Bayesian knowledge tracing (BKT/IRT) cognitive pathways paired with physics-constrained multi-agent reinforcement learning (MAPPO) simulations.
Strictly for Fundamental Research.
all work is conducted within closed fundamental research environments. non-commercial, non-public, dedicated solely to foundational inquiry, bespoke apparatus fabrication, and sovereign scientific exploration.