# Richard Ngo

Markdown copy of https://realalpha.app/people/richard-ngo/ on Real Alpha, the best minutes from long interviews with the people building AI. Cite and link the page, not this copy.

Real Alpha has cut 6 moments of Richard Ngo (Independent researcher) talking, from an interview on MTS published Nov 4, 2026.

- Role: Independent researcher
- About: Researches multi-agent intelligence after working on AI alignment at DeepMind and governance at OpenAI.
- On X: https://x.com/RichardMCNgo

## What Richard Ngo said

- [Running a company exposes AI’s gaps in reliability](https://realalpha.app/s/running-a-company-exposes-ais-gaps-in-reliability/)
  MTS · Nov 4, 2026 · 4 min
  > “the sort of thing that feels more difficult is running a company for long periods of time” — Richard Ngo · [13:25](https://realalpha.app/v/YJjXjKJhUnI/?t=805)
- [Alignment research should clarify what good behavior means](https://realalpha.app/s/alignment-research-should-clarify-what-good-behavior-means/)
  MTS · Nov 4, 2026 · 3 min
  > “I don't buy this idea that you need to be in the labs using frontier models in order to do good research.” — Richard Ngo · [20:04](https://realalpha.app/v/YJjXjKJhUnI/?t=1204)
- [AI safety needs groups willing to challenge powerful labs](https://realalpha.app/s/ai-safety-needs-groups-willing-to-challenge-powerful-labs/)
  MTS · Nov 4, 2026 · 5 min
  > “my sense is that Anthropic as an organization is not willing to look at its own influence on the world” — Richard Ngo · [26:35](https://realalpha.app/v/YJjXjKJhUnI/?t=1595)
- [Rapid self-improvement timelines outrun the evidence](https://realalpha.app/s/rapid-self-improvement-timelines-outrun-the-evidence/)
  MTS · Nov 4, 2026 · 5 min
  > “people are jumping further than the evidence warrants towards, you know, strongly expecting a very fast RSI of next couple of years.” — Richard Ngo · [8:00](https://realalpha.app/v/YJjXjKJhUnI/?t=480)
- [AI safety's deference to labs reflects fear of conflict](https://realalpha.app/s/ai-safetys-deference-to-labs-reflects-fear-of-conflict/)
  MTS · Nov 4, 2026 · 3 min
  > “And not, I think, for a particularly good reason, just because people were somewhat conflict-averse and scared of challenging, prestigious, powerful companies.” — Richard Ngo · [1:46](https://realalpha.app/v/YJjXjKJhUnI/?t=106)
- [AGI and superintelligence are distinct concepts](https://realalpha.app/s/agi-and-superintelligence-are-distinct-concepts/)
  MTS · Nov 4, 2026 · 2 min
  > “it's become apparent that AGI is very different from superintelligence.” — Richard Ngo · [11:37](https://realalpha.app/v/YJjXjKJhUnI/?t=697)

## The episode

- [AI Cannot Reliably Run a Company for Six Months | Richard Ngo](https://realalpha.app/v/YJjXjKJhUnI/) · MTS · Nov 4, 2026