# Capital and AI Data: The New $3.2 Billion Race

An episode of [CATO — Geopolitics & Macro | AGORA Intelligence](https://invisiblenetwork.ai/podcast/6806183644), 2 Sep 2026.

Audio: https://audio.agora-intelligence.com/en/capital-ai-training-data-rush.mp3

This desk analyzes the rush of capital toward the AI training data layer, using AfterQuery (valued at $3.2 billion in five months) as a signal. The thesis: a cyclical bubble in intermediary valuations, structural scarcity in chips and legally clean expert knowledge. Includes three capital allocation implications and a verifiable prediction on down rounds by 2027.

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