stemedb/docs/legal/README.md
jml 9bfa626203 docs: reorganize documentation structure for clarity
Major documentation restructure to improve discoverability and reduce duplication.

## Changes

**Deleted (Archived/Consolidated)**:
- Removed duplicate getting started guides
- Archived outdated planning documents
- Consolidated corpus and configuration docs
- Removed obsolete vision/spec files (superseded by vision.md)
- Cleaned up scrapyard and old PDFs

**New Structure**:
- docs/about/ - Project overview and introduction
- docs/guides/ - User guides (moved from root)
- docs/specs/ - Technical specifications
- docs/sdk/ - SDK documentation (Go)
- docs/references/ - API references
- docs/archive/ - Archived historical docs
- applications/aphoria/docs/advanced/ - Advanced topics
- applications/aphoria/docs/reference/ - CLI reference
- applications/aphoria/docs/archive/ - Archived aphoria docs

**Updated**:
- README.md - New root README with clear navigation
- CONTRIBUTING.md - Contribution guidelines
- CLAUDE.md - Updated paths to new structure
- roadmap.md - Added recent completions

## Files Changed
- 57 files changed
- 1,977 insertions(+)
- 961 deletions(-)

**Net change**: +1,016 lines (added CONTRIBUTING.md, README.md, reorganized content)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-02-11 07:33:40 +00:00

3.9 KiB

Legal Documentation

Patent and intellectual property documentation for Episteme (StemeDB).


Patent Documentation

Episteme's core innovations are documented for patent purposes. These documents describe the technical inventions and their implementation.

Documents


Overview

Core Innovations

  1. Content-Addressed Knowledge Graph

    • Append-only Merkle DAG for conflicting assertions
    • BLAKE3 content addressing for deduplication
    • Cryptographic signature verification
  2. Read-Time Conflict Resolution (Lenses)

    • Multiple resolution strategies without data mutation
    • Source-class aware authority hierarchies
    • Time-travel queries via materialized views
  3. Probabilistic Materialization

    • O(1) reads via pre-computed consensus
    • Background compaction and staleness detection
    • Weighted voting with TrustRank integration
  4. Epistemic Provenance

    • Full audit trail of reasoning chains
    • Invalidation cascades via DAG structure
    • Source retraction with downstream impact analysis

Key Claims

1. Multi-Truth Storage

Problem Solved: Traditional databases force resolution at write time, losing disagreement.

Innovation: Assertions are immutable proposals; resolution happens at read time via Lenses.

Traditional DB:           Episteme:
Write → Overwrite        Write → Append
Read → Single Value      Read → Lens → Resolved Value

2. Source-Class Hierarchy

Problem Solved: All sources treated equally, regardless of authority.

Innovation: Structural source tiers (Regulatory > Clinical > Expert > Anecdotal) with decay curves.

3. Invalidation Cascades

Problem Solved: Retracted sources leave orphaned decisions.

Innovation: Merkle DAG enables instant downstream identification via content addressing.

4. Weighted Consensus Without Byzantine Fault Tolerance

Problem Solved: Consensus algorithms require majority agreement, which fails when truth is contested.

Innovation: Vote-weighted resolution with TrustRank (PageRank for agents), enabling dissent visibility.


Prior Art Analysis

Episteme differs from existing systems:

System Limitation Episteme Innovation
Traditional RDBMS Single truth per cell Multi-truth via append-only DAG
Version Control (Git) Branches require merge Lenses enable coexistence
Graph Databases (Neo4j) No conflict resolution Lenses + Source-Class hierarchy
Vector DBs (Pinecone) Semantic similarity, not truth Authority-weighted resolution
Knowledge Graphs (Wikidata) Manual curation Automated ingestion + voting
Blockchain Consensus required Dissent preserved, resolution optional

Filing Status

Status: Disclosure phase (not yet filed)

Next Steps:

  1. Patent attorney review
  2. Claims refinement
  3. USPTO filing

Confidentiality

These documents are:

  • Public: Available in open-source repository
  • ⚠️ Pre-Filing: Not yet filed with USPTO
  • 📋 Disclosure: Establishes prior art date

Important: Public disclosure creates prior art. File within 12 months of public release (grace period in US).



License

The Episteme codebase is open-source. Patent rights are retained by the project maintainers but licensed for use with the open-source implementation.


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