Episode
AI data is centralized and expensive — Perceptron built the decentralized mesh that cuts costs by 92%. Peter Anthony, Co-Founder
- Podcast
- Crypto Coin Show
- Published
- Jul 20, 2026
- Duration seconds
- 1568
- Processing state
not_requested
Actions
POST https://stenobird.com/v1/public/podcasts/crypto-coin-show-6582644/episodes/ai-data-is-centralized-and-expensive-perceptron-built-the-decentralized-mesh-that-cuts-costs-by-92-peter-anthony-co-founder/transcription-requests
Idempotently request low-priority transcript generation for this episode.GET https://stenobird.com/podcast/crypto-coin-show-6582644/ai-data-is-centralized-and-expensive-perceptron-built-the-decentralized-mesh-that-cuts-costs-by-92-peter-anthony-co-founder.md
Read the agent-friendly Markdown representation of this episode resource.
Summary
Most AI training data flows through centralized providers like Scale AI and Appen — expensive, slow, and controlled by a handful of platforms. DECENTRALIZED DATA INFRASTRUCTURE is what Perceptron is building, and it's already serving 700,000+ nodes and generating real revenue.n Peter Anthony, Co-Founder of Perceptron Network, breaks down how a mesh of user-run nodes delivers AI training data at 92% lower cost than legacy providers, why the Data Questing Platform is the next frontier for distributed micro-tasking, and how the $10M AI Data Fund is accelerating teams with free data access. Perceptron has 700K+ nodes, 300K daily active users, and live client contracts — and they're about to launch the infrastructure that turns the community into the AI economy's labeling backbone. The decentralized data mesh works because you cut out the middleman; the Data Questing Platform does distributed precision labeling with incentive alignment that Scale AI and Mechanical Turk can't; and the $10M AI Data Fund matters because teams get access with no pre-funding, reshaping how AI training data is sourced. 🔗 https://perceptrons.xyzn 🐦 https://twitter.com/PerceptronLabsn 🔔JOIN OUR FREE NEWSLETTER FOR 100X GAINS🔔: https://cryptocoinshow.substack.com/subscribe