AGI House announces one-day sprint on deploying AI agents in companies

AGI House is organizing a one-day sprint focused on moving AI agents from demos into real companies. The organizer identifies post-demo delivery—not the model—as the enterprise pain point, citing security blocks, unstable tool calls and CIO pricing gaps. Planned work includes agent identity and permissions, evaluations to catch failures, human-in-the-loop controls and ways to scale working pilots. AGI House lists Altman Solon as sponsor and $5,000 in cash plus Exa credits as prizes.