Research Roadmap
Institutional Roadmap
Our research timeline defines the progressive development of safety infrastructure, starting with local runtime containment (Anchor) and concluding with verifiable, mathematically-governed machine intelligence.
Deterministic Runtime Governance
Developing the layer-1 security runtime for autonomous systems. Enforcing compile-time Abstract Syntax Tree (AST) scanning, virtualized WebAssembly containment, and tamper-evident local therapy logs.
Key Milestones & Deliverables
- //WASM sandbox isolation engine (Diamond Cage)
- //Multi-language AST scan adapters (Python, JS, Rust)
- //Decoupled edge Spoke telemetry synchronization
- //Drafting and publishing the Anchor Whitepaper
Deterministic Cognitive Reasoning
Investigating symbolic reasoning architectures and neural-symbolic cognitive boundaries. Moving past probabilistic text predictions to build agents whose cognitive steps are mathematically verifiable.
Key Milestones & Deliverables
- //Symbolic path resolution compilers
- //State-transition cognitive limiters
- //Rigid logical constraint solver integration
- //Pre-compilation reasoning path audits
Observability & Session Trust
Building decentralised observability infrastructure for forensic audit trails. Researching session trust, behavior drift detection, and automated recovery loops inside highly distributed system clusters.
Key Milestones & Deliverables
- //Cryptographically chained session logs (Therapy Ledger)
- //Zero-Knowledge telemetry validation proofs
- //Real-time drift mitigation triggers
- //Regulator oversight portals with temporal proofs
Mathematical Safety Boundaries
Integrating runtime boundaries, deterministic reasoning paths, and immutable audit logs into a unified framework for legally-compliant machine intelligence operating inside critical infrastructure.
Key Milestones & Deliverables
- //Formal specification verification proofs
- //Legal-computational compiler layers
- //Autonomous institutional agent containment
- //Global federated safety networks