Five phases toward interconnected intelligence.
The roadmap is a research plan, not a release schedule. Phases are sequential, but the work inside them overlaps. Dates are intentionally absent — we publish progress, not promises.
Where the work goes.
- Phase 1Active
Research & architecture
Foundational design work. Studying the problem space — routing, expert composition, multimodal coordination — and writing the architectural primitives the rest of the stack will rest on.
- Architecture specification
- Open-question mapping
- Initial design documents
- Phase 2Next
Router engine exploration
Prototyping a lightweight intelligent router: task decomposition, calibrated expert selection, observability, and cost-aware inference under realistic mixed workloads.
- Router prototype
- Expert selection benchmarks
- Calibration & abstention
- Phase 3Planned
Expert orchestration framework
A capability registry and typed expert interface. Composing many small specialists into one system with predictable inputs, outputs, and traces.
- Expert capability registry
- Typed interfaces & schemas
- Execution trace format
- Phase 4Planned
Multimodal coordination
A shared context layer that lets text, vision, audio, document, and structured-data experts reason over a common state during a single execution.
- Shared context layer
- Cross-modal grounding
- Modality-aware routing
- Phase 5Planned
Distributed autonomous intelligence
Long-horizon autonomous workflows built on top of the orchestration substrate: planning, tool use, self-correction, and distributed execution across expert pools.
- Long-horizon planner
- Self-correction loops
- Distributed execution
No dates, on purpose.
Research moves at the speed it moves. Pinning calendar dates to open problems is a way to lie politely. We will publish each phase as it stabilizes, with the work behind it.
Want to follow the work?
The blog will carry the research updates as they happen. Subscribe-style email may follow once we have something worth shipping.