ENLI: Erasure-of-Name Leakage Index

Repository target: github.com/sadpig70/enli

Topics

enli · erasure-of-name · leakage-index · market-intelligence · technology-intelligence · innovation-index · verification · early-signal · pgf · python

ENLI is a concrete product track derived from SA-AOX winner IDEA-19-06.

Core thesis:

A foundational technology is mature when it leaks into adjacent fields under other names. The loss of its native vocabulary is a signal, not a defect.

ENLI measures that leakage.

What It Does

ENLI tracks deployments of a technology across native and adjacent domains, then computes whether the technology is becoming invisible infrastructure.

Example signals:

• Quantum sensing deployed as climate, mining, ocean, or infrastructure tooling.
• Transformers deployed as codon optimization or industrial sequence design.
• Financial percolation models deployed as commodity chokepoint analytics.

MVP

The current MVP contains:

• PGF design and workplan in .pgf/
• Formal leakage index definition in spec/leakage_index_spec.md
• Input schema in spec/data_schema.yaml
• A runnable prototype calculator in tools/compute_leakage_index.py
• Sample observations in examples/sample_observations.csv
• Verification and certification-tier logic in verification/
• Source-seed ingestion scaffold in tools/ingest_sources.py
• A dated real-evidence pilot report in reports/enli_radar_20260519.md

Tiers

ENLI-R  raw research signal
ENLI-V  verified signal
ENLI-C  certified market index candidate

Quick Run

From the repository root:

py -3 tools/compute_leakage_index.py `
  --input examples/sample_observations.csv `
  --output examples/sample_output.json

Run the verification sample:

py -3 verification/verification_round.py `
  --scores examples/sample_output.json `
  --audit verification/sample_audit_items.csv `
  --controls verification/negative_controls.yaml `
  --output verification/sample_verification_output.json `
  --report reports/sample_verified_index.md

Run the dated pilot:

py -3 tools/compute_leakage_index.py `
  --input data/observations_20260519.csv `
  --output results/enli_scores_20260519.json

py -3 verification/verification_round.py `
  --scores results/enli_scores_20260519.json `
  --audit data/audit_items_20260519.csv `
  --controls verification/negative_controls.yaml `
  --output results/enli_verification_20260519.json `
  --report reports/enli_radar_20260519.md

Generate draft observations from curated seed sources:

py -3 tools/ingest_sources.py `
  --sources spec/seed_sources.yaml `
  --output data/draft_observations_20260519.csv `
  --year 2026

Boundary

This is not production certification. It is a concrete exploratory package for turning the selected IdeaFirst standalone winner into an implementable system.

ENLI-C is a market-intelligence certification tier. It is not investment advice, legal advice, technical safety certification, or regulatory approval.