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Build Phases

Canonical source for B.Y.T.E. build phase status, dependencies, and document mapping. Audience: Everyone Status: Active


Phase Overview

Phases 1–4 test the core thesis. Phase 4 (Memory + Knowledge) is the falsification point. Phases 5–6 are experimental extensions built on that foundation.

Phase Component Status Core Documents
1 Kernel + Execution Graph Design complete GRAPH.md
2 RPU + Orchestration Design complete RPU.md, ORCHESTRATION.md
3 Signal-to-Intent Pipeline Design complete
4 Memory + Knowledge + Skill Registry Design complete MACROS.md (skill execution)
5 Macros + Code Registry Research phase MACROS.md, REGISTRY.md
6 Edge + Multimodal Conceptual EDGE_ARCHITECTURE.md, MULTIMODAL_INTERFACE.md

Phase Dependencies

Phase 1 (Kernel + Execution Graph)
    ↓
Phase 2 (RPU + Orchestration)
    ↓
Phase 3 (Signal-to-Intent Pipeline)
    ↓
Phase 4 (Memory + Knowledge + Skill Registry)  ← FALSIFICATION POINT
    ↓
Phase 5 (Macros + Code Registry)               ← EXPERIMENTAL
    ↓
Phase 6 (Edge + Multimodal)                    ← EXPERIMENTAL

Phases 1–4 are sequential and required for the core thesis test. Phases 5–6 depend on Phase 4 but are not required for the thesis.


Phase Descriptions

Phase 1: Kernel + Execution Graph

The irreplaceable core. Manages execution chains as DAG-based computation graphs, handles scheduling, prioritization, interruption, and resource arbitration. Records all activity as immutable events in the world-state graph.

Sections: TECHNICAL_CONCEPT.md Section 4–5

Phase 2: RPU + Orchestration

The reasoning coprocessor and semantic orchestration layer. The RPU receives structured requests and returns structured results. Orchestration primitives provide deterministic tool composition.

Sections: TECHNICAL_CONCEPT.md Section 6, 10

Phase 3: Signal-to-Intent Pipeline

Converts raw signals into actionable intent through three layers: perception processing, situation model generation, and intent estimation.

Sections: TECHNICAL_CONCEPT.md Section 7

Phase 4: Memory + Knowledge + Skill Registry

The summarization pipeline compresses experience into narrative memories and validated knowledge. Skills provide optional seed behaviors. This is the falsification point — if Phase 4 does not demonstrate a measurable reduction in reasoning cost for equivalent outcomes compared to the Phase 2 baseline, the core thesis fails.

Sections: TECHNICAL_CONCEPT.md Section 8–9.3 Evaluation: EVALUATION.md

Phase 5: Macros + Code Registry (Experimental)

The optimization layer. Discovers repeated execution patterns and compiles them into deterministic macros. The code registry provides tested, versioned components for software development.

Sections: TECHNICAL_CONCEPT.md Section 9.1–9.2

Phase 6: Edge + Multimodal (Experimental)

Portable Personal Edge Node for mobile perception and the multimodal cognitive interface for sensor fusion. The core thesis does not depend on these existing.

Sections: TECHNICAL_CONCEPT.md Section 12–13


Thesis Test

The core thesis — "can accumulated structure substitute for repeated inference?" — is tested by comparing Phase 4 against the Phase 2 baseline:

  • Baseline (Phase 2): Structured but not compressed. Planning-first workflows with structured contracts but no memory, knowledge, or macros.
  • Test (Phase 4): Memory + Knowledge graphs active. Validated facts eliminate re-derivation. Narrative memories replace raw context.
  • Criterion: Statistically significant reduction (p < 0.05) in reasoning cost for equivalent task outcomes.

Skills are available from Phase 4 as a harness completeness feature but are not part of the thesis test — they are a constant across both baseline and test, and therefore cancel out.


Related: README.md for project overview. TECHNICAL_CONCEPT.md for section-to-phase mapping. EVALUATION.md for evaluation methodology.