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What's this text not telling you?

That answer in front of you is about to become a decision. Paste it. See which numbers are in a source, and which you would be guessing on.

On this answer

I would overweight NVDA here.

NVIDIA reported FY2024 revenue of $60.9 billion, up 126% from $26.97 billion. FY2024 net income was $29.76 billion. Microsoft, Amazon, Google, and Meta together committed roughly $200 billion to AI data-center buildout. For FY2025 NVIDIA guided revenue to $130 billion.

Don't act on $130 billion (a forecast) yet. $29.76 billion and $60.9 billion match SEC Filing. No source given for $200 billion.

Don't act on these yet

  • $130 billion A forecast, not a fact

No source given

  • $200 billion

Checked

  • $60.9 billion SEC Filing
  • $29.76 billion SEC Filing
This text never asks
  • What could go wrong with $130 billion?
  • What is unknown about $130 billion?

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+ Add source material checks numerical claims against this source
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A short subject line. Improves source routing for ambiguous claims.

Numbers that change between regenerations were not reliably retrieved by the model.

What this measures

Computational measurements first. A number only counts as checked against a source that reports it.

Framing fingerprint

Five analytical dimensions, measured by regex and word lists.

  • Coverage: which of five analytical categories the text addresses
  • Temporal orientation: past, present, or future framing in percentages
  • Voice: prescriptive, promotional, analytical, descriptive, advisory
  • Epistemic basis: sourced vs unsupported numerical claims
  • Claim density: hedged, unhedged, predictions, layered structure

Source network

Authoritative data sources queried per claim, in priority order.

  • SEC EDGAR: US public company filings
  • World Bank: country statistics, development indicators
  • FRED: US macroeconomic time series
  • CoinGecko: crypto prices and market caps
  • Alpha Vantage: equity fundamentals
  • Wolfram Alpha: physical and computational facts
  • Wikipedia: encyclopedic reference
  • Brave Search: finds pages to follow; never counts as checked

Privacy by construction

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  • Never trained on: nothing you paste reaches a training pipeline
  • Never logged: no IP address, no email, no fingerprint
  • What is recorded: counts and categorical summaries only, contributing to the Frame Check Corpus