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)→
More from AGI Musings
- Mech Interp Veteran Rethinks Alignment, Misgeneralization, CoT Oversight — akbirthko · 2026-10-16
- GitCoin founder on Nick Land's technocapital: capitalism as a self-assembling machine intelligence — khademinori · 2026-10-16
- AI-driven job losses could turn $10T consumer debt into a $1T banking hole — churchkey · 2026-10-16
- Into the Unknown: an AI agent benchmark of 15 open research problems from US national lab scientists — Jeande_d · 2026-10-16
- Soon your AI will meet their AI — and humans without agents can't compete — danfaggella · 2026-10-16
- Analyst: in a year, models 2-3x better across the board at 10x lower cost, token use up 10-20x — DeryaTR_ · 2026-10-16