The a16z Show Balaji on Why AI Raises the Cost of Verification
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Apr 7, 2026 
Balaji Srinivasan, former Coinbase CTO and crypto tech investor, explores how AI makes creation cheap but verification harder. He digs into trusted online circles, rising demand for proof and diligence, why physical tasks may automate faster than digital work, how AI turns more people into CEOs, and why zero-knowledge tech could help rebuild trust.
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Use In Person Verification For AI Era Hiring
- Verify high-stakes work in person when AI can cheaply fake online competence.
- Balaji Srinivasan says he flies candidates out, gives proctored offline exams, and uses the credible threat of offline testing to deter AI-assisted cheating online.
AI Excels Where Verification Is Cheap
- Balaji Srinivasan says AI works best where humans can cheaply verify outputs, especially visuals, bounded backend tasks, and physical actions.
- He argues moving boxes or reviewing UI is clearer than validating fuzzy digital work, so robots and self-driving may automate faster than many knowledge tasks.
Shortcuts Only Work For People Who Know The Long Way
- Balaji Srinivasan treats AI as a shortcut that only helps if you already understand the long path.
- Experts can debug generated code or proofs; novices who never learned first principles mistake convenient output for real understanding.
