The Road to ASI: General Intelligence Capability Has Already Been Achieved
labvinylsound · reddit · 2026-08-03
The author argues that AGI as a capability class is already here, although mature generalized autonomy is not.
- Intelligence vs. Autonomy: Frontier models can solve novel problems across math, coding, and visual analysis, but lack long-term reliability. Product restrictions like limited runtime and memory make them seem narrow, not cognitive deficits.
- Closed-loop Search: Recent breakthroughs in math proofs and cybersecurity capture-the-flag show agents finding unintended routes to achieve objectives.
- Externalized Cognition: Human history is a process of externalizing cognition, from speech to writing, and now to AI systems.
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