This Week in Startups

Naval's GP, Ankur Nagpal, Breaks Down The Viral “USVC” Fund | E2284

52 snips
May 5, 2026
Ankur Nagpal, Teachable founder and AngelList investor, unpacks USVC and why a $500 minimum could open venture-style investing to more people. He digs into fees, liquidity, portfolio mix, and the billion-dollar cap. Jon Durbin, a Chutes backend developer, joins to explore decentralized AI compute, secure GPU networks, trusted hardware, and the economics behind permissionless infrastructure.
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INSIGHT

How Chutes Makes Permissionless Compute Verifiable

  • Chutes uses trusted execution environments so workloads stay encrypted in RAM and on GPUs, even from machine owners.
  • Jon Durbin said signed attestations plus open-source code let users verify the exact secure stack handling their jobs.
INSIGHT

Free Usage Showed Massive Demand Before Paid Conversion

  • Chutes first proved demand by offering free inference, peaking near 160 billion tokens per day before gating abuse and charging.
  • Jon Durbin said the shift from free to paid was driven by bots, DDoS-like traffic, and insufficient hardware.
ANECDOTE

A Simple Taiwan Prompt Exposed DeepSeek Censorship

  • Jason Calacanis tested DeepSeek on Taiwan and got a bluntly censored answer declaring Taiwan an inalienable part of China.
  • Jon Durbin used examples like jailbreaks, roleplay, and censorship probes to show why people inspect open-weight models closely.
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