EP16: Nobody's seen AI UGC work, world models & AI agents go desktop

About this episode

Four months in, all three of us accidentally wore white shirts — then spent an hour arguing about whether AI actually works.

Icon.com is back: the founder sold Skio for $105M, spent $12M on the domain, hit $5M ARR in 30 days, went dark — and relaunched by walking back "AI ad maker" to "human ad maker." We use it to ask the real question: has anyone actually seen AI UGC work? Then a full media-buying playbook ($1 vs $30 CPM, Facebook pixel seasoning), Fei-Fei Li's world models (what comes after the LLM), the AI bubble and the fiber analogy, Nous Research's Hermes desktop AI agent, a blind game guessing 5 AI coding IDEs that all look the same, and AI-slop design.

In this episode:

• Icon.com's relaunch and the AI-UGC walk-back

• Why human UGC still beats AI UGC — and the $1 vs $30 CPM math

• Facebook pixel, account seasoning & being TikTok-famous to lower ad costs

• Fei-Fei Li's world models: renderers, simulators, planners

• Opus 4.8 does 80% of desk work — robots are the hard part

• Is the AI bubble about to pop? The fiber overinvestment analogy

• Nous Research's Hermes desktop app & the IDEs that all look the same

• AI-slop design and writing a book trilogy with AI

Chapters:

00:00 Cold open — the accidental white-shirt gang

01:34 "DNA is just code" — Luca's pharma → tech crossover

02:53 Icon.com is back — the $12M domain comeback

07:00 Has anyone actually seen AI UGC work?

15:44 UGC economics — $1 vs $30 CPM

21:18 Facebook pixel, seasoning accounts & Meta's AI targeting

23:52 Fei-Fei Li's world models — what comes after the LLM

28:56 AI philosophers: Machiavelli vs Marcus Aurelius

31:07 Open-sourced voice, 110ms latency & the freemium model

35:43 Is the AI bubble about to pop? Uber, IPOs & the fiber analogy

38:53 Nous Research Hermes — agents move to the desktop

44:59 The IDE game — "they all look the same dude"

47:23 AI slop design & the "Signs of AI Writing" checklist

51:52 Writing books with AI — Luca's trilogy

54:28 Outro — see you in Malta

Hosts:

Rik — x.com/rikventure

Ben Broch — x.com/brochchain

Luca Arrigo — x.com/LucaArrigo_

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