Import AI (Jack Clark)
https://importai.substack.com/ · Editorial weight 9/10
Import AI 456: RSI and economic growth; radical optionality for AI regulation; and a neural computer
Import AI's latest dispatch tackles three interconnected frontiers: how macroeconomic shifts (RSI, growth dynamics) interact with AI deployment, the emerging regulatory philosophy around superintelligence governance, and advances in neuromorphic computing hardware. The core tension centers on what legal and institutional frameworks superintelligent systems actually require, moving beyond incremental AI regulation toward foundational questions about control, oversight, and economic integration. This frames policy not as a lagging response to capability but as a prerequisite architecture.
Import AI 455: Automating AI Research
Automating the research process itself represents a qualitative shift in AI development velocity. Rather than humans designing experiments and interpreting results, systems that can propose hypotheses, run ablations, and refine architectures compress the feedback loop between insight and deployment. This capability directly enables recursive self-improvement, where AI systems optimize their own training and architecture without human intermediation. For the field, this collapses timelines and raises stakes around alignment and safety validation, since human oversight becomes harder to maintain at scale. The implications ripple across capability development, competitive dynamics, and governance readiness.Import AI 454: Automating alignment research; safety study of a Chinese model; HiFloat4
Import AI 454 covers three substantive topics: automating alignment research to scale safety work, a safety evaluation of a Chinese LLM, and HiFloat4, a new numerical format for model training. The lead question on market pricing of AGI signals broader economic implications.