AI & ML interests
CAPT, bioCAPT, FrankenCAPT
Recent Activity
bioCAPT v2.1
The Challenge — Give Us Tasks You Think We Cannot Solve
We built a 49-module cognitive architecture with constitutional governance, quantum hardware validation, and a sealed WASM execution environment with 1e-12 determinism tolerance. We are not claiming AGI. We are claiming something more interesting: verifiable synthetic intelligence.
What Exists Today
The Architecture
49 specialized modules modeled after the neocortex, each with a defined cognitive role:
- SENS — Sensory processing
- QIPC — Quantum-Inspired Probabilistic Consensus (Ricci Flow dynamics)
- CONSC — Consciousness Integration (Global Workspace Theory)
- HMC — Holographic Memory Compression (Plate's HRR)
- META — Metacognition with introspective tracing
- PLAST — Hebbian/BCM synaptic plasticity
- DREAM — Offline memory consolidation
- IMMU — Constitutional runtime governance
Gated Shared Weight Matrix (GSWM) — Single transformer backbone with a Corpus Callosum Gate that starts near-zero (bias = -6.0) and opens only when cross-partition coherence loss earns it.
Recursive Episodic Attention (REA) — Draws from three memory sources simultaneously: current context, episodic bank (500K slots), and live somatic state.
Sealed WASM Core
The bioCAPT core is hermetically sealed:
- Zero imports — No external exfiltration vectors
- 9,390 bytes — Optimized footprint
- 1e-12 tolerance — Mathematical determinism verified
- SHA-256 anchored — Cryptographic provenance for every state transition
What We Are NOT Claiming
- AGI
- Consciousness
- Quantum computational advantage
- Medical validity
- Production safety for unrestricted autonomous action
We separate what is implemented from what is architectural intent from what is experimental hypothesis.
The Challenge
Give us tasks you believe a 49-module cognitive architecture with constitutional governance and quantum-enhanced consensus should NOT be able to solve.
Not toy examples. Real tasks that test:
Multi-hop reasoning Contradictory evidence Provenance preservation Constitutional refusal Memory consolidation Stale evidence rejection
We will run them. We will publish the results — failures included.
buckets 1
spaces 6
Inversion Excursion
Read a contemplative seven‑chapter journey online
Llm Bottleneck Death
Run a 1B local LLM with fast and thoughtful reasoning modes
Pearl Csm Production
Perform causal inference and counterfactual analysis
Thaad Cognitive Defense
Repair cognitive inconsistencies in knowledge bases
Biocapt Challenge
Submit tasks to test the limits of a synthetic intelligence