Cognitive Cosmos
A unified framework for artificial superintelligence β consciousness modeling, causal reasoning, federated learning, and blockchain identity.
29 interconnected modules spanning consciousness, reasoning, perception, communication, infrastructure, and research β wired through a Cognitive Blackboard with 24 adapters.
Global Workspace Theory implementation with broadcasting, competition, and coalition formation.
Integrated Information Theory 3.0 β TPM-based Ξ¦ computation with exact & heuristic modes.
Sound theorem prover, invariant verification, 5-state safety controller with circuit breakers.
Cognitive Blackboard, EventBus, adapter registry β the glue that connects all 29 modules.
Temporal entity-relationship triples, bi-temporal queries, SPARQL-lite interface.
Multi-strategy reasoning engine β deductive, inductive, abductive, and analogical inference.
Probabilistic Logic Networks with truth value propagation and uncertain inference chains.
Hierarchical memory with semantic search, embedding dedup, and palace-inspired spatial organization.
Cross-modal attention, late fusion, sensor integration for unified perception pipeline.
Brain-computer interface abstractions β signal processing, EEG/fNIRS decoding, neural feature extraction.
Spiking neural networks, STDP learning, spike-timing encoding for bio-inspired computation.
Inter-agent communication protocols, message passing, shared ontology negotiation.
Resource allocation, utility functions, economic modeling for multi-agent coordination.
Federated learning with differential privacy, secure aggregation, and model partitioning.
Decentralized identity (DID), reputation systems, on-chain verification for AI agents.
Rings Network SDK β P2P messaging, DHT peer discovery, WebRTC transport, sub-ring topics.
Data & model parallelism, gradient compression, elastic scaling across heterogeneous nodes.
Holographic reduced representations, circular convolution, associative memory retrieval.
Quantum-inspired algorithms, tensor network simulation, variational circuits for optimization.
Fully homomorphic encryption primitives for privacy-preserving computation. Under overhaul.
PC & FCI algorithms, do-calculus, intervention queries, counterfactual inference engine.
Multi-head attention, sparse attention, global workspace attention for cognitive focus.
Self-monitoring, confidence calibration, strategy selection and learning-to-learn.
Affective computing, valence-arousal model, emotion-cognition interaction loop.
Natural language understanding, semantic parsing, grounded language acquisition.
Internal environment simulation, predictive coding, mental model construction.
Hierarchical goal decomposition, priority scheduling, goal conflict resolution.
Continual learning, curriculum generation, catastrophic forgetting prevention.
Hierarchical task networks, Monte Carlo tree search, temporal planning under uncertainty.
Agent self-representation, capability awareness, introspective state modeling.
Combinatorial exploration, conceptual blending, novelty-driven search heuristics.
Value alignment framework, moral reasoning, norm compliance checking.
A trustless, ZK-verified light client bridge connecting the Rings P2P network to Ethereum. Six-layer architecture with real cryptographic primitives and a Token Ledger for agent-to-agent payments β live on Sepolia testnet.
Every module operates under a 5-state safety controller with circuit breakers, invariant verification, and a sound theorem prover. Safety gates must pass before any action executes.
Every module is tested. Every adapter is validated. Every bridge layer is verified.
Every tick, the CognitiveCycle drives perception through cognition to action β 24 adapters participate in a coordinated cognitive broadcast.
Built on proven foundations, extended with cutting-edge cryptography and neural computation.
Clone, install, and run the cognitive cycle in under a minute.
Seven layers of cognitive infrastructure, from raw perception to high-level consciousness, connected through the Cognitive Blackboard.
All layers communicate through the shared blackboard β 24 adapters bridge every module
From foundation to full autonomy β a phased approach to building artificial superintelligence.
Built in the open. Documented thoroughly. Designed for collaboration.
Concrete metrics from real test runs and code analysis.
| Metric | Value | Notes |
|---|---|---|
| Total Modules | 29 | Core, reasoning, perception, comm, infra, research |
| Source Files | 585+ | Pure Python, zero generated code |
| Lines of Code | 223K+ | Including 25K bridge LOC (4 chains) |
| Tests Passing | 5,049+ | 912 bridge + 4,137 modules |
| Test Runtime | ~2.5s | Full suite, bridge + ledger tests |
| Blackboard Adapters | 24 | Sync + async dual protocol |
| CognitiveCycle Phases | 3 | Perceive β Cognize β Act |
| Bridge Layers | 6 | SDK β DID β Protocol β E2E β Contracts β ZK |
| Solidity Contracts | 3 | RingsBridge, Groth16Verifier, BridgedToken |
| ZK Circuit Types | 4 | BLS, MPT, Withdrawal, CommitteeRotation |
| Maturity: Stable | 8 | Safety, integration, memory, KG, blockchain⦠|
| Maturity: Beta | 9 | IIT, consciousness, reasoning, federated⦠|
| Maturity: Alpha | 12 | PLN, quantum, BCI, neuromorphic, creativity⦠|