Researchers Push Back on Dario Amodei's Claim That RSI Has Begun
From September 12–14, the developer community debated whether recursive self-improvement (RSI) has arrived, sparked by Dario Amodei's claim in 'Pacing AI' that RSI is beginning. Multiple researchers pushed back, arguing that system cards and current model capabilities do not support the claim, and that AI abuse risks deserve priority attention.
Confirmed
- Dario Amodei claimed RSI has begun in 'Pacing AI.' Gary Marcus, citing Ramez's analysis, countered that the blog post Dario referenced and the system cards of the latest Claude and ChatGPT models clearly show RSI has not occurred.
- tszzl stated RSI is 'not here at all': current models cannot autonomously produce research ideas and only marginally help run experiments; even if private models from OpenAI/Anthropic are stronger, he does not believe RSI is realized. sebkrier reshared in support, saying he has held a similar view for months.
- johncrickett questioned framing the threat as RSI: it has not been achieved and may never be, while AI already poses many real risks and abuse problems that should be prioritized.
- mariofilhoml offered an argument against doomers: extinction-level RSI is a far out-of-distribution task, and current LLMs are limited even on in-distribution tasks, so there is no reason to expect such a leap.
- gerardsans called AI hype terms futile: RSI, like AGI and ASI, is a meaningless Silicon Valley acronym that only shields investors from real technical questions; there is no 'self,' 'recursion,' or 'improvement,' only iterative optimization or evolution.
- gerardsans also argued RSI is technically a pseudo-problem: AI is still software with fixed layers, I/O, and parameters; transformers have capacity limits and continued training only causes catastrophic forgetting.
Why it matters
- The debate reveals a split in how the community reads AI narratives: one camp assesses autonomous research capability via system-card evidence and generalization arguments, while another urges focusing on present-day abuse and safety risks rather than distant or illusory RSI/AGI concepts.
- The clear divergence between a frontier-lab CEO and outside researchers interpreting the same evidence (system cards) suggests 'RSI has begun' is more a narrative judgment than an empirical conclusion.
- mariofilhoml's distribution-distance argument and gerardsans's engineering arguments (capacity limits, catastrophic forgetting) give concrete support to the 'RSI is infeasible or far off' position, though these claims remain contested in the community.
2026-09-12 ~ 2026-09-14 · 8 related posts
- Episode 1: Researchers Push Back on Dario Amodei's Claim That RSI Has Begun(2026-09-12, 8 posts)
- Episode 2: OpenAI and Anthropic Signal Early Recursive Self-Improvement Is Here(2026-09-13, 6 posts)
- Episode 3: Google Researcher Argues Intelligence Has a Speed Limit(2026-09-13, 5 posts)
- Episode 4: AI circles hype RSI: intelligence explosion or fear-mongering business(2026-09-15, 2 posts)
Primary sources
- [source] Devs push back on RSI threat: real AI risks are misuse, not recursive self-improvement — johncrickett · 2026-09-12
- "No self, recursion or improvement": RSI called a meaningless hype acronym — gerardsans · 2026-09-12
- A technical case against RSI: transformers have capacity limits, more data causes forgetting — gerardsans · 2026-09-12
- [source] Gary Marcus and Ramez rebut Dario's RSI claim: system cards show it hasn't started — GaryMarcus · 2026-09-13
- tszzl: models aren't autonomously producing research ideas — RSI is not here yet — i_dg23 · 2026-09-13
- Dario claims RSI is starting, but Claude and ChatGPT system cards say otherwise — paulnovosad · 2026-09-13
- Is RSI here? Researchers argue models still can't autonomously generate research ideas — i_dg23 · 2026-09-13
- [source] A simple anti-doomer argument: LLMs can't even do near-OOD tasks, let alone RSI — mariofilhoml · 2026-09-14