How the guide was built.

Indexed transcript set

Spoken.md purchased All-In transcript archive. The local archive contains 406 speaker-labeled episodes from 2020-03-15 through 2026-08-29. Raw transcripts remain private; this guide publishes derived analysis and brief source-linked examples.

Public transcripts

406

Words

5,813,291

Date range

Mar 2020 → Aug 2026

Recent first, history second

The primary editorial window is the trailing 12 months beginning September 1, 2025. Conversation ordering gives extra weight to episodes in that window while retaining the full history as context.

Primary window

132 episodes

Earlier baseline

274 episodes

Terms grounded in transcripts

A curated catalog of 126 candidate concepts was matched against full transcripts. Published terms have at least one matching episode and are ordered by distinct episode coverage, with extra weight on episodes from the latest year. Optional examples show transcript context.

Read claims with care

• Automated transcript wording and speaker attribution can contain errors.
• Phrase counts indicate attention, not endorsement or sentiment.
• An episode can belong to several themes.
• Guest-heavy and Summit episodes may reflect guest views rather than recurring show themes.