Research Roadmap
Institutional Roadmap
Our research timeline maps the progressive development of safety infrastructure, separating core engineering research systems from theoretical research directions.
// Active & Planned
Research Systems
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.
Deliverables & Milestones
- //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
Governance Knowledge Integrity Engine
Continuously monitoring, hashing, diffing, and verifying external regulatory and compliance directories to guarantee complete audit integrity of the AI policy supply chain before static compilation.
Deliverables & Milestones
- //Deterministic source state hashing (SHA-256)
- //Automated evidence packaging and rule diffing
- //Tamper-evident append-only approval ledger
- //CLI tooling (fetch, review, verify, status)
// Horizon Planning
Research Directions
Constructing reasoning engines that dynamically trace why a runtime check was blocked or modified. Translating complex system logs into natural language explanations of compliant states.
Drafting a high-level, human-readable Domain Specific Language that compiles down to strict WASM filters, mapping natural language regulatory policies directly to execution-level constraints.
Dynamic native compilation of policy verification paths into highly optimized machine instructions, ensuring sub-millisecond guardrail execution scales to thousands of concurrent rules.
Building debug and replay systems that reconstruct exact session execution states using historical ledger entries, allowing post-hoc auditing of complex agent decisions.
Developing automated proof checks to mathematically guarantee that compiled policy constraints are semantically conflict-free and cover all possible runtime state spaces.