AI Applications

Practical AI use cases and industry applications

344 episodes · Page 4 of 15

#3167: DeFi vs Microlending: What Actually Works?

DeFi's $180B locked vs 1.7B unbanked. Where does credit actually help?

financial-fraudinternational-tradesupply-chain

#3154: What Actually Counts as the First Musical?

The Black Crook, The Beggar's Opera, or Show Boat? The origin of musical theater reveals what we value about the form.

musical-theater-historytheatrical-integrationdream-ballet

#3149: Who Actually Decides to Prosecute?

The King’s name is on every indictment, but he’s never asked. So who really decides who gets charged?

legal-technologylegacy-systemssocial-engineering

#3131: Beyond Splitting the Difference: The Math of Fair Compromise

Most people treat compromise as splitting the difference. That's almost always wrong.

negotiationgame-theorydecision-making

#3127: Crafting AI Characters That Feel Alive

Move beyond system prompts with structured character bibles that give AI personalities real inner lives.

large-language-modelsai-agentsgenerative-ai

#3121: Can You Benchmark Government Value for Money?

A century of attempts to measure whether citizens get a good deal on taxes — and why none have fully worked.

public-transitproductivityurban-planning

#3120: What Makes Agentic Search Tools Like Exa Actually Work?

Why swapping Google for Exa transformed our show's accuracy — and what agentic search does differently.

ai-agentsragsearch

#3100: How Cars Predict Black Ice Before Your Foot Hits the Brake

From ABS to AI: how cars evolved from surviving crashes to predicting them before drivers notice danger.

situational-awarenesssignal-processinghardware-reliability

#3099: How Car Mechanics Master 50 Vehicles a Week

The hidden systems thinking that lets mechanics fix any car and how you can apply it.

logisticssupply-chainautomation

#3075: Paint Marker vs Alcohol Marker: Which Lasts Longer?

Paint markers chip. Alcohol markers fade. Which one actually survives longer on your inventory?

material-scienceindustrial-automationsupply-chain

#3040: How Buffets Actually Stay in Business

Plate sizes, stomach limits, and why the guy eating six plates isn't hurting profits.

industrial-automationhuman-factorsbuffet-economics

#3023: Beyond Netflix Docs: Where to Find the Good Stuff

Kanopy, DocuBay, WaterBear, and the festival circuit — how to find documentaries with actual substance.

cultural-biasrecommendation-systemsmedia-literacy

#3017: Why Every Restaurant Has 4.6 Stars

Google Maps ratings are broken. Here's how four mechanisms inflate them — and what actually works instead.

social-engineeringreview-inflationrating-manipulation

#2978: Wine from the Desert and the Latitude of Greenland

How 80 countries now make wine — including desert vineyards and farms near the Arctic Circle.

sustainabilitygeopoliticsviticulture

#2959: How to Build a Stock Photo Library You Can Actually Search

Capture strategies, pro tagging tips, and tool comparisons for building a searchable personal stock photo library.

metadata-analysisstock-photographydigital-asset-management

#2952: The $45 Calligraphy Starter Kit That Actually Works

73% of beginners quit due to bad supplies. Here's the exact $45 setup that won't sabotage you.

calligraphypensart-supplies

#2943: Mapping a Gamepad to Control Android Dictation

How to map an 8BitDo Micro gamepad to control dictation apps on Android without root access.

androidaccessibilitydiy

#2936: Why AI Still Can't Really Teach You to Code

Code generators ship code. Real tutors build understanding. Why the gap is bigger than you think.

ai-agentspersonalized-aiai-education

#2935: Notebooks vs Scripts: The Real Tradeoffs

Why data scientists love notebooks but engineers distrust them — and who's right.

software-developmentdata-integrityautomation

#2924: When Adding One Agent Breaks Everything

The math behind why your 100-agent pipeline fails 40% of the time — and what to do about it.

ai-agentslatencyfault-tolerance

#2915: The Barcode That Changed Everything

MPNs, UPCs, ASINs, and the secret hierarchy of product codes that engineers use to buy the right thing.

taxonomysupply-chainhardware-standards

#2901: Can Ink Outlast Stone? The 5,000-Year Quest for Permanence

Egyptian lampblack lasts 4,000 years. Iron gall ink eats through paper. Which marking tech actually wins?

material-sciencestructural-engineeringindustrial-automation

#2900: From Piggy Tier to Production: Making Kids Animation in 2026

Breaking down what it takes to make a YouTube Kids cartoon — and where AI actually helps.

generative-aichild-developmentvideo-generation

#2864: Inside the World's Biggest Tech Trade Shows

CES, MWC, Computex — what makes these mega-shows worth millions? Signal density, serendipity, and deal-making at industrial scale.

networkingtelecommunicationsfuture-of-work