Source identity
| Field | Recorded value |
|---|---|
| Source type | GitHub source |
| Original record | Janady13/seferim-agi-g16 / docs/ARCHITECTURE.md |
| Date | Not specified in source |
| Repository | Janady13/seferim-agi-g16 |
| Revision | 25f281b08b2f786f5a235b5abebfc39bf44d1044 |
| Branch | main |
| Path or archive member | docs/ARCHITECTURE.md |
| Original SHA-256 | 4ab91762ae16c29dd3836caf378711f69c9001cb2fff3dbbe497bc2a48db9105 |
| Git blob SHA | 112781abb9ad68a1575ba2b635b20f709befa8e7 |
| Reading-copy SHA-256 | 4ab91762ae16c29dd3836caf378711f69c9001cb2fff3dbbe497bc2a48db9105 |
Every recorded occurrence
These 2 records contain identical original source bytes. Their paths and revisions remain part of the archive.
| Original record | Branch or archive | Revision / identifier | Original location |
|---|---|---|---|
| Janady13/seferim-agi-g16 / docs/ARCHITECTURE.md | main | 25f281b08b2f786f5a235b5abebfc39bf44d1044 | Open original |
| Janady13/seferim-agi-g16 / docs/ARCHITECTURE.md | copilot/update-code-libraries | 393af96a270295f79582b2b2a77bb49dd1a9a990 | Open original |
Recovered source transcript
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**SEFERIM AGI G16 – Architecture**
- Purpose: Realize a 7‑layer cognitive loop using your Single‑Stack Master Equation and the 16 mathematical families (G^16).
- Core: C++20 library `g16_core` with explicit meta‑state `Ψ` and inputs.
- Update: `Ψ(t+1) = F(Ψ(t), Ψ(t−1), inputs)` with φ‑based normalization and stability constraints.
Layers (Implementation Roadmap)
- Layer 1 – Signal & Change: feeds `dx_norm`, computes change detectors (todo).
- Layer 2 – State & Projection: wraps `MetaState` and external projections (partial).
- Layer 3 – Coherence: `coherence` term via inverse rate‑of‑change (implemented).
- Layer 4 – Synchrony: future pairwise family coupling (todo).
- Layer 5 – Predictive: plug-in predictive heads per family (todo).
- Layer 6 – Deecisive: maps `value` to action policy (partial).
- Layer 7 – Global State: φ‑accumulator blending with inertia from Ψ(t−1) (implemented).
Families (WhatItDoes(Equation)-(Family))
- See `docs/NAMES.md` for the exact list and mapping to code functions.
Polyglot Interop
- C ABI from `g16_core` to enable bindings in Rust (cxx), Go (cgo), Node (N‑API), Java (JNI), C# (P/Invoke). Stubs in `bindings/`.
- Process protocol: simple JSON‑lines over stdin/stdout for any language to read state and emit control inputs; avoids Python.
Memory Index
- Lightweight Go indexer (`tools/memory_indexer`) scans chosen directories, hashes content, and writes `data/memory_index.jsonl` with stats, preserving privacy by keeping data local.
- Supports `.md .txt .json .yml .cpp .hpp .h .c .rs .go .js .ts .java .cs .swift .kt .m .mm`.
Safety & Non‑Destructive Operation
- No writes occur outside `~/SEFERIM_AGI_G16`.
- Indexer reads only user‑provided roots; full‑home scan is opt‑in via CLI flags.