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Zero to Umm...

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Dive into the raw, unfiltered journey of startup founders and CEOs as they navigate the tumultuous waters of entrepreneurship. Zero to Umm... flips the script on typical success stories, focusing instead on the pivotal moments of uncertainty, fear, and adaptation that truly define a startup's path.

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Zero to Umm — Jared White: Building AI You Can Trust in a Courtroom

Jared White, founder of Matey AI, discusses building trustworthy AI for criminal defense by teaching computers to read rather than write. The interview covers his path from quantitative trading to legal AI, the economics of modern AI development, and why starting with customer needs is critical for founders.

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Summary

Jared White, founder of Matey AI, discusses building trustworthy AI for criminal defense by teaching computers to read rather than write. The interview covers his path from quantitative trading to legal AI, the economics of modern AI development, and why starting with customer needs is critical for founders.

Tags

ai-legal · criminal-defense · founder-interview · trustworthy-ai · legal-tech · startup-strategy

Key entities

Jared White (person, 0.99) · Kyle Hudson (person, 0.95) · Matey AI (organization, 0.99) · CrimD (technology, 0.9) · Cursor (technology, 0.85) · human-in-the-loop (concept, 0.92) · trustworthy-ai (concept, 0.93) · Austin (location, 0.95) · Zero to Umm (event, 0.98)

Classification

transcript · language en · status final

Provenance

claude-haiku-4-5 via @stacklist/be@0.1.0, confidence 0.85, 7 Jul 2026