All phases
17
Material Science Intelligence ANN
Use case evaluation + phased build-out for a coordinated multi-ANN material science discovery workflow. Phase 0 = docs + dashboard. Phase 1 = knowledge prototype. Phase 2 = simulation integration. Phase 3 = ANN marketplace. Phase 4 = distributed research network.
Progress
38%
Tasks done
5 / 13
8 remaining
Owner
Eng lead + AI agents
Status: in_progress
Tasks
Kanban for this phase. Move tasks between columns to update status.
Backlog
8
Phase 1 — Schemas (material_domain + material_knowledge_nodes + _edges)
p0
Eng lead + AI agents5 SP
Phase 1 — Build 2 role ANNs (Literature, Research Director) + research-assistant UI
p0
Eng lead + AI agents8 SP
Phase 1 — Re-evaluation gate: 1,000 papers, answer in < 5 min
p0
Eng lead + AI agents3 SP
Phase 2 — Simulation integration (DFT + MD + MLIP workers, 8 new compute kinds)
p1
Eng lead + AI agents18 SP
Phase 2 — Per-prediction provenance (material_predictions + material_validation_results + material_feedback_events)
p1
Eng lead + AI agents13 SP
Phase 3 — ANN marketplace integration (per-ANN quality + uncertainty calibration)
p1
Eng lead + AI agents8 SP
Phase 4 — Real K12 signature verification (precondition, shared with Phase 16)
p0
Eng lead + AI agents3 SP
Phase 4 — On-chain ann_registry + worker_registry + reputation + rewards + discovery_attribution
p1
Eng lead + AI agents16 SP
To do
0
In progress
0
In review
0
Done
5
Phase 0 — Architecture evaluation (4 dimensions, color-coded)
p0
Eng lead + AI agents3 SP
Phase 0 — Blog article (10-page, plain-English style)
p0
Eng lead + AI agents2 SP
Phase 0 — Dashboard /material-science page (architecture + roadmap + risks + cost)
p0
Eng lead + AI agents3 SP
Phase 0 — Register Phase 17 + 2 docs in the tracker
p0
Eng lead + AI agents1 SP
Phase 0 — Delivery report with time-to-ship
p0
Eng lead + AI agents1 SP