AI Leaders Warn of Skyrocketing Compute Costs, Security Risks, and Overhyped Productivity Claims at HumanX Summit

Apr 10, 2026
The Deep View
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Summary

At the HumanX Summit in San Francisco, AI leaders are raising urgent alarms over skyrocketing compute costs forcing startups to raise up to $100 million for basic resources, growing security risks from unregulated AI agents, and widespread pushback against overhyped productivity claims tied to Andrej Karpathy's viral term 'AI psychosis.'

Key Points

  • AI leaders at HumanX in San Francisco are sounding alarms over soaring compute costs and token expenses, with startups now needing to raise $50–$100 million just to access meaningful compute resources.
  • Enterprises are scrambling to establish stronger security and governance controls over AI agents, as tools like OpenClaw, Manus, and Hermes make it dangerously easy for workers to spin up unregulated agents.
  • The buzzword 'AI psychosis,' coined by Andrej Karpathy, is trending across the industry, but HumanX attendees are pushing back, noting that most coders are not actually achieving the dramatic productivity gains the term implies.

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