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▶ 0:30 · AI Agents · AI Economics & Business Models · Tokens profitable, agents scale infinitely — new economic paradigm where productivity decouples from human labor
episode briefing
Antonio Linares

this changes everything for nvidia, amd, palantir and iren

2026-05-21 · 3 company · 4 thematic
sentiment
3 bull0 bear0 neu
speakers
antonio linares

Antonio Linares runs a concentrated six-stock portfolio plus micro investments, focusing on 'singularity scalers' — companies with proprietary data moats that compound value via AI scaling laws. He bought Palantir at ~$7, held through 2022-2024 drawdowns, and teaches a course on modern value creation processes. His framework emphasizes betting early on extraordinary companies, holding forever, and learning from concentrated mistakes.

now playing · AI Agents · AI Economics & Business Models
AI Agentstailwindscore 9/10antonio linares
Tokens profitable, agents scale infinitely — new economic paradigm where productivity decouples from human labor
Nvidia and model makers confirm tokens and agents are now profitable, creating a self-financing loop: token revenue funds more compute, producing more agents. With 1B human users spawning b…
AI Economics & Business Modelstailwindscore 7/10antonio linares
Compute capacity becomes direct revenue and profit — model makers race to produce tokens financed by token cash flows
Jensen Huang's statement 'compute capacity is revenue and profits' is now validated: model makers like Anthropic generate cash from profitable tokens and immediately reinvest in more comput…
AI Hardware & Chip Architecturetailwindscore 8/10antonio linares
FPGAs emerge as the critical compute platform for diverse, power-constrained edge inference in physical AI
Physical AI devices (robots, edge sensors) require diverse neural nets under strict thermodynamic limits; FPGAs act as shape-shifting ASICs that optimize circuit-level for any workload, sol…
Robotics & Physical AItailwindscore 8/10antonio linares
Entire $100T economy compresses into an API delivered via physical AI — humanoid robots as the monetization layer
The economy is humans processing information and taking basic actions; agents now do the processing, and giving them physical bodies (humanoid robots) automates the action layer. Elon Musk'…