"Are there lessons from high-reliability engineering for AGI safety?" by Steven Byrnes

"Are there lessons from high-reliability engineering for AGI safety?" by Steven Byrnes

Author: LessWrong February 26, 2026 Duration: 15:39
This post is partly a belated response to Joshua Achiam, currently OpenAI's Head of Mission Alignment:

If we adopt safety best practices that are common in other professional engineering fields, we'll get there … I consider myself one of the x-risk people, though I agree that most of them would reject my view on how to prevent it. I think the wholesale rejection of safety best practices from other fields is one of the dumbest mistakes that a group of otherwise very smart people has ever made. —Joshua Achiam on Twitter, 2021

“We just have to sit down and actually write a damn specification, even if it's like pulling teeth. It's the most important thing we could possibly do," said almost no one in the field of AGI alignment, sadly. … I'm picturing hundreds of pages of documentation describing, for various application areas, specific behaviors and acceptable error tolerances … —Joshua Achiam on Twitter (partly talking to me), 2022

As a proud member of the group of “otherwise very smart people” making “one of the dumbest mistakes”, I will explain why I don’t think it's a mistake. (Indeed, since 2022, some “x-risk people” have started working towards these kinds [...]

---

Outline:

(01:46) 1. My qualifications (such as they are)

(02:57) 2. High-reliability engineering in brief

(06:02) 3. Is any of this applicable to AGI safety?

(06:08) 3.1. In one sense, no, obviously not

(09:49) 3.2. In a different sense, yes, at least I sure as heck hope so eventually

(12:24) 4. Optional bonus section: Possible objections & responses

---

First published:
February 2nd, 2026

Source:
https://www.lesswrong.com/posts/hiiguxJ2EtfSzAevj/are-there-lessons-from-high-reliability-engineering-for-agi

---



Narrated by TYPE III AUDIO.

---

Images from the article:

Comparison table contrasting current AI concepts with future AGI concerns across multiple dimensions.Apple Podcasts and Spotify do not show images in the episode description. Try Pocket Casts, or another podcast app.


Dive into a stream of ideas where technology, culture, philosophy, and society intersect, all through the lens of the LessWrong (Curated & Popular) podcast. This isn't a traditional talk show with hosts, but rather a curated audio library of the most impactful writing from the LessWrong community. Each episode is a narration of a full post, selected for its high value and interesting arguments, focusing on pieces that have been formally curated or have garnered significant community approval. You'll hear clear, thoughtful readings of essays that tackle complex topics like artificial intelligence, rational thinking, moral philosophy, and the forces shaping our future. The audio format lets you absorb these dense, often paradigm-shifting concepts during a commute or a walk, turning written analysis into an immersive listening experience. This particular feed is deliberately selective, offering a manageable stream of the community's standout work. For those who want an even deeper dive into the discussion, there are broader feeds available. The LessWrong (Curated & Popular) podcast serves as an intellectual filter, delivering the signal through the noise and inviting you to engage with some of the most rigorously examined ideas on the internet.
Author: Language: English Episodes: 100

LessWrong (Curated & Popular)
Podcast Episodes
“Claude 4.5 Opus’ Soul Document” by null [not-audio_url] [/not-audio_url]

Duration: 1:19:57
Summary As far as I understand and uncovered, a document for the character training for Claude is compressed in Claude's weights. The full document can be found at the "Anthropic Guidelines" heading at the end. The Gist…
“Alignment remains a hard, unsolved problem” by null [not-audio_url] [/not-audio_url]

Duration: 23:23
Thanks to (in alphabetical order) Joshua Batson, Roger Grosse, Jeremy Hadfield, Jared Kaplan, Jan Leike, Jack Lindsey, Monte MacDiarmid, Francesco Mosconi, Chris Olah, Ethan Perez, Sara Price, Ansh Radhakrishnan, Fabien…
“Video games are philosophy’s playground” by Rachel Shu [not-audio_url] [/not-audio_url]

Duration: 31:50
Crypto people have this saying: "cryptocurrencies are macroeconomics' playground." The idea is that blockchains let you cheaply spin up toy economies to test mechanisms that would be impossibly expensive or unethical to…
“Stop Applying And Get To Work” by plex [not-audio_url] [/not-audio_url]

Duration: 2:52
TL;DR: Figure out what needs doing and do it, don't wait on approval from fellowships or jobs. If you... Have short timelines Have been struggling to get into a position in AI safety Are able to self-motivate your effort…
“Gemini 3 is Evaluation-Paranoid and Contaminated” by null [not-audio_url] [/not-audio_url]

Duration: 14:59
TL;DR: Gemini 3 frequently thinks it is in an evaluation when it is not, assuming that all of its reality is fabricated. It can also reliably output the BIG-bench canary string, indicating that Google likely trained on a…

«1...678910