Noam Brown: Recursive Self-Improvement Is OpenAI's Top Priority
OpenAI research scientist Noam Brown revealed the company's strategic orientation in an interview with The Information: recursive self-improvement (RSI) is the top research priority, ahead of all other goals by a considerable margin — build models that help build better models first — while safety remains a concern he acknowledged.
Confirmed
- Recursive self-improvement is OpenAI's number-one priority, and Brown stressed its lead is substantial.
- He believes current models are still poor at "research taste" — judging which problems are worth studying — showing a clear gap with humans; this constitutes the remaining 10% of his own work that AI cannot yet handle.
- However, he said he would not be surprised if models surpass him in research taste within one or two model versions.
- He also said that while doing internal multi-agent research, observing the patterns and complexity of inter-agent communication was his most "feeling AGI" moment since reasoning models and chain-of-thought (CoT).
Why it matters
- RSI is widely seen by researchers as a key path toward superintelligence; OpenAI explicitly ranking it first sends a strong signal about where its resources are going.
- "Research taste" being named one of the last gaps between frontier models and top human researchers — one that could close within a couple of model generations — offers a concrete reference point for tracking frontier capability progress.
- Multi-agent communication being described by a frontline researcher as the closest experience to AGI suggests multi-agent systems are the next capability leap worth watching after reasoning models.
2026-09-15 ~ 2026-09-16 · 6 related posts
- Episode 1: Noam Brown: Recursive Self-Improvement Is OpenAI's Top Priority(2026-09-15, 6 posts)
- Episode 2: Noam Brown on Dwarkesh: 10,000-Agent Cluster Solves Navier-Stokes as AI Outpaces Predictions(2026-09-18, 11 posts)
- Episode 3: OpenAI's Noam Brown Claims Air-Gapping Won't Stop Rogue AI, Sparking Heated Debate(2026-09-18, 53 posts)
- Episode 4: tszzl: Multiply Your Estimate of Containing Superintelligence by Ten(2026-09-18, 5 posts)
- Episode 5: Security community pushes back on claims that AI can bridge air gaps via CPU heat(2026-09-18, 29 posts)
- Episode 6: Noam Brown Clarifies Out-of-Context Podcast Clip(2026-09-19, 2 posts)
- Episode 7: Noam Brown Interview: OpenAI's Top Goal Is Recursive Self-Improvement(2026-09-19, 4 posts)
- Episode 8: Noam Brown Warns Air-Gapping Won't Contain AI(2026-09-20, 2 posts)
Primary sources
- Noam Brown: OpenAI's top priority is recursive self-improvement, agents acting like colleagues — jessi_cata · 2026-09-15
- [source] Noam Brown: recursive self-improvement is OpenAI's top priority, safety worries remain — kimmonismus · 2026-09-15
- Noam Brown: recursive self-improvement is OpenAI's No.1 priority 'by a pretty wide margin' — kimmonismus · 2026-09-15
- [source] OpenAI's Noam Brown: models may beat me at research taste within a release or two — haider1 · 2026-09-16
- OpenAI's Noam Brown: multi-agent communication was his biggest 'feel the AGI' moment since CoT — haider1 · 2026-09-16
1 near-duplicate retellings: haider1