K501-Technical Prototype Roadmap v1.1 — Dev.to Edition

K501-Technical Prototype Roadmap v1.1 — Dev.to Edition

K501-AIONARC

Proof before State

Document Identity

Artifact: K501-Technical_Prototype-Roadmap
Edition: Dev.to Edition
Document Version: Editorial Revision v1.1
Status: ACTIVE
Project: K501-AIONARC
Architecture Principle: Proof before State

Document Time Anchor: 1787080484
UTC: 2026-08-18 19:14:44
Europe/Berlin: 2026-08-18 21:14:44 CEST

Publication Time Anchor: 1787092041
UTC: 2026-08-18 22:27:21
Europe/Berlin: 2026-08-19 00:27:21 CEST

Author: Patrick R Miller
Author Alias: iinkognit0
ORCID: 0009-0004-3275-9545

Artifact SHA-256:
cd1ea0955943741939b552edce6f0613620da81ac626beeb4164767620df9a33

Scope

The K501 Information Space is being developed as a local, append-only, reconstructable information system.

The architecture separates:

• canonical facts
• derived structures
• computation
• interpretation
• model output
• publication

The fundamental flow is:

Source → Structure → Index → Retrieval → Context → Model → Output

No later stage may silently modify an earlier canonical stage.

Core Architecture

The consolidated target architecture is:

Physical Source / Ingest
→ Collector
→ Immutable Raw Archive / eArc
→ Normalizer
→ Segmenter
→ Canonical Framer
→ QH256 / Quantization
→ Linker / Relation Layer
→ Structural Index
→ Retrieval Index
→ Embedding Layer
→ Reranker
→ Validated Retrieval Runtime
→ Derived Context
→ llama.cpp / llama-server
→ LFM2.5 Runtime
→ Derived Model Output

Optional higher layers:

Tool Gateway → Agent Runtime → TTS / Speech → Publication Service

Parallel services:

Monitor
Scheduler
Validation / Proof Layer
Manifest / Hash Layer
Reconstruction Layer

The architecture is not intended as a monolithic pipeline. Each stage produces a traceable state that can be independently validated and reconstructed.

Core Invariants

The current architectural boundary is defined by:

NO_DRIFT
NO_INTERPRETATION
PURE_LOGIC
APPEND_ONLY
RECONSTRUCT_BEFORE_EXTEND
PROOF_BEFORE_STATE
STRUCTURE_PRECEDES_MEANING
UNKNOWN_IS_VALID
NO_PHANTOM_STATE
TRACEABILITY_REQUIRED
TEMPORAL_CONSISTENCY
CANONICAL_IMMUTABLE
DERIVED_IS_NOT_CANONICAL

The central rule is:

A computed result is initially a proof object or derived state.

Only after its generation conditions have been validated may it become an explicitly defined new system state.

Canonical Source and eArc

The canonical source remains a local Markdown source with 1109 documents.

The current verified Collector run is:

K501-COLLECT-1787074022

with:

717 files
140281599 bytes
0 copied
73 skipped
0 errors
717 SHA-256 entries

The Collector performs no semantic interpretation.

Its function is:

Read source → identify content → record append-only

The eArc layer provides:

• immutable source archive
• content-addressed records
• manifests
• SHA-256 metadata
• temporal anchors
• reconstruction metadata

Its role is historical and reconstructive:

What actually existed at time X?

It does not determine what the information means.

Canonical Frames and Relations

Canonical Frames are:

• immutable
• atomic
• lockable
• traceable
• timestamped
• source-linked
• deterministic

A Canonical Frame represents factual structure, not interpretation.

Relations are derived state.

Their provenance must remain reconstructable:

Source A + Source B + Rule R → Relation R1

QH256

QH256 is defined as:

128 cells × 2 evidence bits = 256 bits

States:

00 = UNKNOWN
01 = FALSE
10 = TRUE
11 = GUARD

Therefore:

|QH256| = 4^128 = 2^256

Storage size:

256 bits = 32 bytes

Reference representation:

T-plane: 128 bits
F-plane: 128 bits

Defined operation:

MERGE_K = bitwise OR

Current status:

SPECIFICATION DEFINED

REFERENCE IMPLEMENTATION VALIDATED IN PROJECT TESTING

PRODUCTION INTEGRATION: NOT YET COMPLETE

QH256 is a structured evidence/state representation. It is not the source text and is not an automatic replacement for embeddings.

Embedding Layer

A validated LFM2.5 embedding component produces reproducible:

1024-dimensional embeddings

QH256 and embeddings remain architecturally distinct.

The numerical relation:

256 bits × 4 = 1024 bits

does not establish identity between QH256 and a 1024-dimensional embedding.

Any embedding-to-QH256 mapping would be a derived transformation requiring separate definition, testing, and validation.

Retrieval Runtime

Current state:

RETRIEVAL_RUNTIME_VALIDATION = PASS

RETRIEVAL_RUNTIME_STATE = READY_FOR_QUERY

RETRIEVAL_EXECUTED = FALSE

INFERENCE_EXECUTED = FALSE

Therefore:

Runtime validity ≠ query result

The current retrieval baseline contains 94 retrieval artifacts and is classified as derived rather than canonical truth.

Model Runtime

The local runtime includes llama.cpp / llama-server and LFM2.5 models.

Current model layer status:

EXPERIMENTAL / ACTIVE PROTOTYPE

The model is a computational component, not the epistemic core.

Therefore:

MODEL_OUTPUT_IS_NOT_TRUTH = TRUE

Model output must not automatically:

• canonize information
• overwrite facts
• modify source material
• rewrite historical frames

The reproducibility contract includes model identity, contract identity, Bootframe, template, and runtime parameters.

Proof / Validation Layer

The proof layer is an architectural core.

Responsibilities include:

• SHA-256 validation
• manifest comparison
• source identity
• model identity
• Bootframe identity
• artifact identity
• relation validation
• temporal consistency
• reconstruction checks

One current integrity gate remains explicitly open:

Collection-to-Collection Manifest Drift Comparison

The accepted comparison procedure is:

PATH<TAB>CONTENT_ID

followed by deterministic sorting using:

LC_ALL=C

The result must then establish either:

NO_DRIFT

or:

DRIFT

before a new state is assigned.

Technical Priorities

The roadmap follows:

P0 — Proof
P1 — Canonical Structure
P2 — Retrieval
P3 — Deterministic Inference
P4 — Tools
P5 — Agent
P6 — Human Interfaces
P7 — Publication Automation

The objective is maximum reconstructability rather than maximum visible functionality.

Build Roadmap

Phase 0 — Integrity Closure

Complete the deterministic manifest comparison.

Phase 1 — Canonical Core Freeze

Establish source identity, frame identity, content IDs, temporal anchors, and immutable boundaries.

Phase 2 — Retrieval Core

Establish stable and reproducible query reconstruction.

Phase 3 — Embedding / Reranking

Establish embedding baseline, then reranking, then evaluation.

Phase 4 — QH256 Integration

Evaluate QH256 as a deterministic evidence representation for frames, relations, retrieval evidence, and state comparison.

Open questions include encoding rules, merge semantics, collision behavior, temporal handling, mapping rules, retrieval utility, and performance.

Hardware acceleration remains deferred until the mathematical and algorithmic layer is stable.

Phase 5 — LFM2.5 Inference Runtime

Validated retrieval context → llama.cpp → LFM2.5 → reproducible output.

Phase 6 — Tool Gateway

Controlled computation and system operations through validation and traceable execution.

Phase 7 — Agent Runtime

Multi-step reconstructive operations only after Retrieval, Tools, and Proof are stable.

Phase 8 — Speech / Multimodal

Speech and future multimodal inputs follow the same canonical framing and validation architecture.

Phase 9 — Publication / Externalization

Internal state → reviewed derived state → publication artifact → external repository.

Publication is a controlled export, not part of the canonical source.

Phase 10 — Monitoring / Scheduler

Health monitoring, integrity checks, scheduled proof, benchmark regression, artifact verification, and drift detection.

Current Status Matrix

Canonical Markdown source: VERIFIED
Collector: SUCCESS
eArc: VERIFIED
Normalizer: IMPLEMENTED
Segmenter: IMPLEMENTED
Canonical Frames: ESTABLISHED
QH256 mathematical definition: VERIFIED
QH256 reference implementation: VALIDATED
QH256 integration: PROTOTYPE
Relations: VERIFIED
Structural Index: VERIFIED
Retrieval artifacts: VERIFIED
Retrieval runtime: READY_FOR_QUERY
1024D embedding: REPRODUCIBLE
Embedding → QH256 mapping: OPEN
Reranker: PROPOSAL
llama.cpp: ACTIVE PROTOTYPE
LFM2.5 runtime: ACTIVE PROTOTYPE
Model identity: VERIFIED
Bootframe identity: VERIFIED
Context assembly: PROTOTYPE
Tool Gateway: PROPOSAL
Agent Runtime: PROPOSAL
Speech input: PROTOTYPE / VALIDATED COMPONENTS
TTS: PROTOTYPE
Publication Service: PLANNED / GOVERNANCE CONTROLLED
Monitor: PLANNED
Scheduler: PLANNED
Proof layer: ACTIVE
Collection drift proof: OPEN

Central Dependency Structure

Canonical Source
↓
Collector Integrity
↓
Canonical Frames
↓
Structural Index
↓
Retrieval
↓
Validated Context
↓
Model Contract
↓
Inference
↓
Derived Output

In parallel:

QH256 = structured evidence layer

Embedding = semantic retrieval layer

Tool Gateway = controlled execution layer

Agent Runtime = reconstructive multi-step layer

Publication = controlled externalization layer

The fundamental invariant remains:

Derived ↛ Canonical

and:

Model Output ↛ Truth

Current Hard Gate

At this document state, the principal open integrity gate is:

Collection-to-Collection Manifest Drift Comparison

The next validated build step is:

Deterministic PATH/TAB/CONTENT_ID Manifest Comparison

Only after this proof is established may the result become:

NO-DRIFT / DRIFT → STATE

Target State

The technical prototype is considered functionally complete when the following chain can be executed reproducibly:

SOURCE → COLLECT → NORMALIZE → SEGMENT → FRAME → INDEX → RETRIEVE → VALIDATE → CONTEXT → MODEL → OUTPUT

Every stage must possess:

• input identity
• transformation rule
• output identity
• timestamp
• provenance
• validation result

The decisive question is:

Can an independent party reconstruct the same state from the preserved artifacts?

If yes:

STATE VALID

If no:

STATE OPEN

Publication Boundary

Publication remains behind the derived-state gate.

Unvalidated model output must never become authoritative information through automatic publication.

The present roadmap therefore documents the technical prototype state and its open proof gates. It does not claim universal superiority, completed validation, or production completeness.

Closing State

Document: K501-Technical_Prototype-Roadmap
Edition: Dev.to Edition
Version: Editorial Revision v1.1
Status: ACTIVE
Namespace: K501-AIONARC
Proof Principle: Proof before State
Current Open Gate: Manifest Drift Proof
Next Validated Build Step: Deterministic Manifest Comparison

Artifact SHA-256:

cd1ea0955943741939b552edce6f0613620da81ac626beeb4164767620df9a33

K501-AIONARC — Proof before State