AI Content Value Auditor & Primary Sourcing Breakdown

1. Content Ingestion & Presets

✦ Counterfactual Primary Evidence Injection Toggle verified journalistic signals

On-the-Record Sourcing Direct named CTO interview on silicon capex deltas

Public Utility Substation Filings FOIA public power grid draw measurements (2.4GW)

Proprietary Benchmark Matrix Internal rack-level PUE vs token inference costs

Procurement Ledger Leak Internal unredacted datacenter lease commitments

Live Forensic Semantic Highlighter ■ Generic Fluff | ■ Unverifiable Claim | ■ Primary Signal

2. Information Economics Telemetry REAL-TIME

Defensibility Score 6/100 Near-zero barrier to entry

Economic Value Index $0.08 Est. reader hr utility

Primary Source Density 0.0% 0 verified anchors

Synthetic Fungibility 94.2% 100% LLM-replicable

Zero-Value Synthetic Commodity HIGH DEPRECIATION

Pure commodity restatement with zero net new information, zero unique source attribution, and near-zero economic substitution cost.

5-PILLAR VALUE RADAR

MARGINAL UTILITY DECAY

1. Primary Sourcing

4/100

2. Novel Synthesis

12/100

3. Proprietary Access

0/100

4. Verification Rigor

8/100

5. Commodity Resistance

5/100