The Diff

40 Episodes
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By: Byrne Hobart

The Diff is a newsletter exploring the technologies, companies, and trends that are making the future high-variance. Posts range from in-depth company profiles, applied financial theory, strategy breakdowns and macroeconomics.

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Robots Are Coming for Jobs That Don't Exist Yet
Today at 2:47 PM

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Robots Are Coming for Jobs That Don't Exist Yet (07:28) - Scale (08:20) - Preorders (08:55) - Politics (09:58) - Funding (10:55) - Investor Relations


Doing Business in the Dark Forest
10/19/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Doing Business in the Dark Forest (06:30) - Stock-Based Compensation (07:53) - Infra (08:58) - Balance Sheets (10:46) - An Ownership Society (12:15) - The Sonic Boom of Trust


The Super-Rich as Financial Sin-Eaters
10/12/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - The Super-Rich as Financial Sin-Eaters (06:45) - Adversarial Adoption (07:52) - Rates (08:39) - Scale (09:53) - Talking Your Book (10:43) - Revenue


Life with Nonzero Interest Rates
10/05/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Life with Nonzero Interest Rates (05:18) - Stimulus (05:55) - Ads (06:38) - Gambling (07:31) - Acqui-hires (08:46) - IPOs


How Far in the Future Should You Be Trying to Live?
09/28/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - How Far in the Future Should You Be Trying to Live? (04:42) - Spillover Effects (05:36) - Frictional Costs (06:22) - Airgaps (08:04) - Poaching and Context (09:05) - Open Weight


Forward Deployed
09/21/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Forward Deployed (37:12) - Felonybench (38:59) - Frontier Capabilities (40:10) - SEO (41:06) - Company Demographic Pyramids (42:17) - Fighting for Inference


The Economics and Politics of Pacing the Frontier
09/14/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - The Economics and Politics of Pacing the Frontier (06:37) - Reflexive Funding (07:57) - Insider Trades (08:56) - Reference Implementation (10:40) - Margins (12:47) - Law Enforcement


Staying Calibrated
09/08/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Staying Calibrated (07:16) - Transparency (08:35) - Disclosure (09:20) - Credit Ratings (10:58) - AI Jobs (12:15) - Branding Inference


The Surprisingly Weak IPO-Housing Effect
08/31/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - The Surprisingly Weak IPO-Housing Effect (06:28) - Bottlenecks (07:32) - More Bottlenecks (08:22) - Disjoint Models (09:06) - Aligning Incentives (09:40) - Momentum


Ad-Supported Platforms are a Unique Antitrust Problem
08/24/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Ad-Supported Platforms are a Unique Antitrust Problem (08:38) - Brittle Buyers (09:17) - Rates (10:32) - Substitution Effects (11:12) - Demand (11:50) - Trades


Financial Entrepreneurship in the Indexing Era
08/17/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Financial Entrepreneurship in the Indexing Era (07:24) - Easy As (08:27) - Missing Estimates (09:18) - Oil (09:58) - Off-Balance Sheet (11:07) - Turnover


FP&A as the Telemetry and Counterespionage
08/10/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - FP&A as the Telemetry and Counterespionage (09:21) - 0.5x AI (11:46) - Media Incentives (12:31) - Infrastructure (13:23) - Perks (14:02) - Externalities


Who Hedges Where?
08/03/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Who Hedges Where? (06:49) - Ads for Bots (07:43) - Authenticity (08:35) - The AI Race (09:32) - Priority Disputes (10:48) - Mission


What We Periodically Relearn About Rent Control
07/27/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - What We Periodically Relearn About Rent Control (12:54) - Backstops (14:42) - Complements and Substitutes (15:36) - Personality Hire (16:29) - Commoditization (17:04) - IPOs


The Lots-of-Low-Satiety-Calories Business Isn't What it Used to Be
07/20/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Has AI Art Been Tried? (04:38) - Pricing (05:17) - Rewrites (06:46) - Distribution (07:35) - Trading Your PA (08:44) - Managed Markets


The Bad Apple Problem
07/13/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Has AI Art Been Tried? (04:38) - Pricing (05:17) - Rewrites (06:46) - Distribution (07:35) - Trading Your PA (08:44) - Managed Markets


Cultural Stasis? Or Just Rising Budgets, a Limited Supply of Good Movie Release Dates, and the Kelly Criterion?
07/06/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Cultural Stasis? Or Just Rising Budgets, a Limited Supply of Good Movie Release Dates, and the Kelly Criterion? (09:20) - MTurk, RIP (10:42) - The Economist Cover Indicator (12:15) - AI Cycles (13:13) - Narratives (14:13) - Intrusions


The Mythical Agent-Minute
06/29/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - The Mythical Agent-Minute (07:08) - AI, Globalization, and Comparative Advantage in Lobbying (08:16) - Media M&A (09:41) - Retaliatory Tariffs (10:15) - Capex (10:52) - Pivots


Blind Extrapolation as a Powerful Force in Finance
06/22/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Blind Extrapolation as a Powerful Force in Finance (07:50) - Midjourney Medical (11:10) - Chips (12:02) - Financial Engineering (12:39) - Rigged Games (13:30) - Reality is the Complement


What Does it Mean to Have a Trillion Dollars?
06/15/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - What Does it Mean to Have a Trillion Dollars? (09:47) - Anthropic (11:04) - Mean and Variance (12:17) - Fragmentation (13:37) - Guidance (15:58) - Slightly-Heterodox Center-X


It's Maturity Transformation All The Way Down
06/08/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - It's Maturity Transformation All The Way Down (06:17) - Weather (07:19) - Adverse Selection (08:33) - Compute, and P/S Ratios (09:46) - Software PE (10:48) - Automation and Utilization


Using AI for Writing like a Responsible Adult
06/01/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Using AI for Writing like a Responsible Adult (06:25) - Granular Price Discrimination (07:04) - ETFs (07:52) - Form Factors (08:41) - Training Data


The Rocketship
05/26/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - The Rocketship (08:52) - Unit Economics (10:01) - Rearrangements (10:42) - Vibeslop (11:35) - Mindshare (12:08) - Consumption Equality


What Can You Learn from a Deterministically Chaotic Market Simulation?
05/18/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - (07:19) - Prediction Markets (08:18) - Exotics (09:34) - Binning (10:38) - Unpopular AI (11:51) - The Rebalancing Trade


Why does Resource Extraction Produce Such Concentrated Wealth?
05/11/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Why does Resource Extraction Produce Such Concentrated Wealth? (08:30) - RLHF (10:17) - When Will AI Show Up in Labor Market Data? (11:16) - Aligning Incentives (12:00) - Local Volatility (12:41) - FDE Shortage


Dead Airlines
05/04/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Dead Airlines (04:46) - Synergy (06:02) - Indexes (06:58) - Warehousing (07:53) - Capacity (08:43) - Defense


Are the AI Labs Ready for the AI Backlash?
04/27/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Are the AI Labs Ready for the AI Backlash? (06:27) - Barter (08:06) - State Hypercapitalism (09:05) - AI Pricing (10:05) - Reflexivity (10:48) - Complements


Ad-Based Platforms Have Mostly Solved Optimal Taxation
04/20/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Ad-Based Platforms Have Mostly Solved Optimal Taxation (08:06) - The Infrastructure Put Option (09:14) - Monetization (10:03) - Headless SaaS (11:36) - Gazumped! (12:49) - Bits and Barrels


Ring, Cloudflare, and the Supply Chain of State Capacity
04/13/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Ring, Cloudflare, and the Supply Chain of State Capacity (08:32) - Work Trials (09:43) - The Mezzanine Tranche (10:29) - Politics by Other Means (12:51) - Lawyers (13:51) - Token Shortages


Uncanny AI
04/06/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Uncanny AI (05:39) - Organic Content (06:22) - Inconsistent Candor (07:28) - Liquidity (08:22) - Return to Office (09:06) - Long-Lead Time Hacking


Handy Robots
03/30/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Handy Robots (08:25) - It's Personal (10:03) - Rationing (10:37) - Penny Stocks (11:47) - The Text Glut (13:34) - Sora


Apple, Occasionally a Commodities Trading House
03/23/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Apple, Occasionally a Commodities Trading House (06:08) - How Inflation Spreads (07:50) - Reaching Your Target Audience (10:00) - Labor Substitution (11:05) - Agents (12:04) - Financing


Are We Already Building a Piecemeal AI Data Royalty Model?
03/16/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Are We Already Building a Piecemeal AI Data Royalty Model? (05:30) - Refounding (06:20) - User Acquisition Costs (07:09) - Data Sharing (08:05) - Fees


America Has a Comparative Advantage in Handling Global Disorder
03/09/2026

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - America Has a Comparative Advantage in Handling Global Disorder (08:14) - A Word From Our Sponsors (08:17) - Where We Are in the Cycle (09:47) - Insurer of Last Resort (10:27) - Marketplaces and Routers (11:10) - Getting a Bid (12:14) - Talent


The Year of Convergence
10/27/2025

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - The Year of Convergence (09:03) - Ads (10:10) - Maximalism (10:50) - Comparative Advantage (11:35) - Trader-in-Chief (12:20) - GenAI


Routers, Apps, AGI
10/20/2025

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Routers, Apps, AGI (23:09) - Peripheral Bets (23:59) - Fragmentation and Industry Maturity (24:35) - Deepfakes as Pull Quotes (25:12) - Benchmarks (26:15) - Platforms


In Defense of Generative Video Accelerationism
10/13/2025

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - In Defense of Generative Video Accelerationism (14:12) - Notifications (15:14) - IP (16:09) - Hyperliquidated (17:45) - DOGE (19:11) - Painting the Tape


Technological Progress is a Stack of S-Curves; Diffusion is a Stack of J-Curves
10/06/2025

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Technological Progress is a Stack of S-Curves; Diffusion is a Stack of J-Curves (10:01) - AI Efficiency (10:54) - Dollar Diplomacy (11:48) - Sora (12:44) - Capital Structure (14:12) - Reshoring Paradoxes


Media Gluts Happen at the Level of Distribution, not Content
09/29/2025

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - Media Gluts Happen at the Level of Distribution, not Content (09:16) - Headline Risk (10:02) - The Crypto Treasury Trade (11:10) - The Paradox of Decentralization (12:08) - TikTok (13:04) - Signal and Noise


A Sense of History
09/22/2025

This is an audio version of the free newsletter. Read the newsletter at thediff.co, and subscribe for an additional 3 posts (and podcasts!) per week. (00:00) - A Sense of History (09:30) - Coasian Labor Markets (12:06) - Industrial Policy (13:05) - Trading (13:41) - TikTok (14:52) - Crypto Treasury M&A