11 Execution Roadmap¶
11.1 Phase 1 — Semantic Core Foundations¶
- Base model selection.
- SGFP4 quantization pipeline (v1 fixed-payload and v2 quadtree-adaptive profiles).
- Validate activation error.
- Deploy across initial nodes.
Deliverable: genius-core-alpha
11.2 Phase 2 — Experts + Router / Planner¶
- Initial role-based expert integration.
- Initial domain-specialist integration.
- Routing and planning logic implementation.
- Grounding path selection.
- Memory governor introduction.
Deliverable: genius-modular-alpha
11.3 Phase 3 — Reputation, Memory, and Consensus¶
- Implement reputation storage.
- Implement weighted consensus and arbiter path.
- Sync via CRDT.
- Structured memory retrieval and write governance.
- Multi-node task execution.
Deliverable: genius-swarm-beta
11.4 Phase 4 — Grounding, Private Customization, Secure Agent Path, and Benchmarks¶
- Grokipedia retrieval integration.
- Private grounding support.
- Private memory and private ELM customization path.
- Tool intermediary and attestation path.
- Stress test.
- Publish benchmark comparison.
Deliverable: GeniusCognitiveSystem v1 Beta
12 Risk Analysis¶
Risk
Mitigation
SGFP4 underperforms
Fallback to INT4 or adjusted quantization policy
Reputation gaming
Require minimum history and verifier-aware scoring
Swarm latency high
Limit swarm width and prefer smallest effective cognitive set
Routing instability
Keep rule-based v1 and phase in learned routing carefully
Memory contamination
Use provenance-aware write gates and trust classes
Unsafe tool execution
Require intermediary attestation and approval gates
Customization path confusion
Keep retrieval, memory, and private ELM adaptation as separate governed levers