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Author (@gradypb) asserts that long-horizon agents are functionally AGI and…

Brief

Long-horizon agents are presented as functionally AGI and a $10 trillion opportunity in a 2026 AI Ascent talk by @gradypb, @Konstantine, and Sonya Huang. The presenters push a founder playbook—'Get MAD!' (Moats, Affordance, Diffusion)—and trace agent adoption through an agent stack, deployment strategies, inflection points to AGI, and implications for future work.

Why it matters

Author (@gradypb) asserts that long-horizon agents are functionally AGI and claims there is a $10 trillion market opportunity up for grabs.

Key details

  • AI Ascent talk (presenters: @gradypb, @Konstantine, Sonya Huang) urges founders to 'Get MAD!' (Moats, Affordance, Diffusion), argues a race to deploy agents across the application layer, and lays out a timecoded agenda including 'Agents Are Here Now' (12:07) and 'Agent Stack and Trajectory' (13:46).
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