RSI concepts: automated development vs. capability acceleration
fleetingbits · x · 2026-08-24
The author distinguishes two concepts of RSI: (a) fully automated model development and (b) accelerated development of model capabilities.
- Automated Development: Frontier labs would resemble oil fields more than quant shops, requiring less human expertise. This makes nationalization easier and reduces algorithmic diffusion via employee defection.
- Capability Acceleration: Whether from automation or other sources (e.g., reasoning models), this accelerates office automation and transformative tech (bio, materials), impacting employment, revenues, and geopolitics.
- Relationship: It is unclear if fully automated RSI inevitably leads to accelerated capabilities; it might just follow existing ECI charts (using old tools to build new ones).
Related event: Debating RSI: fully automated R&D vs capability acceleration(2 posts)→
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