LessWrong Curated Podcast

LessWrong

Audio version of the posts shared in the LessWrong Curated newsletter.

  • 23 minutes 53 seconds
    "Customer Satisfaction Opportunities" by Tomás B.
    I am monitoring surveillance camera V84A. A tall man is walking towards me. He is roughly twenty-five. <faceprint> His name is Damion Prescott. He has a room booked for a whole month. His facial symmetry scores show he is in the 99th percentile. This is in accordance with my holistic impression. <search> School records show both truancy and perfect grades, suggesting high intelligence and disagreeableness. Searching social media. <search>. No record of modeling or acting experience, fame. I will assign him to our tier C high-value client list, based solely on his facial symmetry score and wealth. Reminder to recommend seating him in a high-visibility table, should he be heading to the restaurant. <search> I found a forum post mentioning him on swipeshare.com. Several women are sharing pictures, having seen him on a dating app. I recall Hinge uses highly attractive profiles to entice new users. They appear to be using Damion Prescott's profile heavily in this capacity.

    The women on the site are memeing about him. They are wondering why almost none of them have matched, apparently this is rare even for the most attractive men. Only one appears to have gone on a date with him. She [...]

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    First published:
    March 16th, 2026

    Source:
    https://www.lesswrong.com/posts/LTKfRovaJ6jcwDJia/customer-satisfaction-opportunities-1

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    Narrated by TYPE III AUDIO.

    19 March 2026, 7:15 pm
  • 9 minutes 12 seconds
    "Requiem for a Transhuman Timeline" by Ihor Kendiukhov
    The world was fair, the mountains tall,
    In Elder Days before the fall
    Of mighty kings in Nargothrond
    And Gondolin, who now beyond
    The Western Seas have passed away:
    The world was fair in Durin's Day.

    J.R.R. Tolkien

    I was never meant to work on AI safety. I was never designed to think about superintelligences and try to steer, influence, or change them. I never particularly enjoyed studying the peculiarities of matrix operations, cracking the assumptions of decision theories, or even coding.

    I know, of course, that at the very bottom, bits and atoms are all the same — causal laws and information processing.

    And yet, part of me, the most romantic and naive part of me, thinks, metaphorically, that we abandoned cells for computers, and this is our punishment.

    I was meant, as I saw it, to bring about the glorious transhuman future, in its classical sense. Genetic engineering, neurodevices, DIY biolabs — going hard on biology, going hard on it with extraordinary effort, hubristically, being, you know, awestruck by "endless forms most beautiful" and motivated by the great cosmic destiny of humanity, pushing the proud frontiersman spirit and all that stuff.

    I was meant, in other words [...]



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    First published:
    March 17th, 2026

    Source:
    https://www.lesswrong.com/posts/2D2WgfohczTemcXvH/requiem-for-a-transhuman-timeline

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    Narrated by TYPE III AUDIO.

    18 March 2026, 4:45 pm
  • 22 minutes 19 seconds
    "Personality Self-Replicators" by eggsyntax
    One-sentence summary

    I describe the risk of personality self-replicators, the threat of OpenClaw-like agents managing to spread in hard-to-control ways.

    Summary

    LLM agents like OpenClaw are defined by a small set of text files and run in an open source framework which leverages LLMs for cognition. It is quite difficult for current frontier models to self-replicate, it is much easier for such agents (at the cost of greater reliance on external agents). While not a likely existential threat, such agents may cause harm in similar ways to computer viruses, and be similarly challenging to shut down. Once such a threat emerges, evolutionary dynamics could cause it to escalate quickly. Relevant organizations should consider this threat and consider how they should respond when and if it materializes.

    Background

    Starting in late January, there's been an intense wave of interest in a vibecoded open source agent called OpenClaw (fka moltbot, clawdbot) and Moltbook, a supposed social network for such agents. There's been a thick fog of war surrounding Moltbook especially: it's been hard to tell where individual posts fall on the spectrum from faked-by-humans to strongly-prompted-by-humans to approximately-spontaneous.

    I won't try to detail all the ins and outs of OpenClaw and [...]

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    Outline:

    (00:09) One-sentence summary

    (00:21) Summary

    (01:02) Background

    (02:29) The threat model

    (05:29) Threat level

    (05:56) Feasibility of self-replication

    (08:27) Difficulty of shutdown

    (11:27) Potential harm

    (13:19) Evolutionary concern

    (14:33) Useful points of comparison

    (15:59) Recommendations

    (16:03) Evals

    (17:11) Preparation

    (18:40) Conclusion

    (19:15) Appendix: related work

    (21:40) Acknowledgments

    The original text contained 11 footnotes which were omitted from this narration.

    ---

    First published:
    March 5th, 2026

    Source:
    https://www.lesswrong.com/posts/fGpQ4cmWsXo2WWeyn/personality-self-replicators

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    Narrated by TYPE III AUDIO.

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    Images from the article:

    Table comparing replication types across seven characteristics including self-replication difficulty, shutdown difficulty, human requirement, agency, adaptability, mutation tendency, and expected harm.Apple Podcasts and Spotify do not show images in the episode description. Try Pocket Casts, or another podcast app.

    17 March 2026, 11:45 pm
  • 18 minutes 47 seconds
    "My Willing Complicity In “Human Rights Abuse”" by AlphaAndOmega
    Note on AI usage: As is my norm, I use LLMs for proof reading, editing, feedback and research purposes. This essay started off as an entirely human written draft, and went through multiple cycles of iteration. The primary additions were citations, and I have done my best to personally verify every link and claim. All other observations are entirely autobiographical, albeit written in retrospect. If anyone insists, I can share the original, and intermediate forms, though my approach to version control is lacking. It's there if you really want it.​

    If you want to map the trajectory of my medical career, you will need a large piece of paper, a pen, and a high tolerance for Brownian motion. It has been tortuous, albeit not quite to the point of varicosity.

    Why, for instance, did I spend several months in 2023 working as a GP at a Qatari visa center in India? Mostly because my girlfriend at the time found a job listing that seemed to pay above market rate, and because I needed money for takeout. I am a simple creature, with even simpler needs: I require shelter, internet access, and enough disposable income to ensure a steady influx [...]

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    First published:
    March 15th, 2026

    Source:
    https://www.lesswrong.com/posts/NQESGMMejxsnEJsTh/my-willing-complicity-in-human-rights-abuse

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    Narrated by TYPE III AUDIO.

    16 March 2026, 2:30 pm
  • 23 minutes 34 seconds
    "Economic efficiency often undermines sociopolitical autonomy" by Richard_Ngo
    Many people in my intellectual circles use economic abstractions as one of their main tools for reasoning about the world. However, this often leads them to overlook how interventions which promote economic efficiency undermine people's ability to maintain sociopolitical autonomy. By “autonomy” I roughly mean a lack of reliance on others—which we might operationalize as the ability to survive and pursue your plans even when others behave adversarially towards you. By “sociopolitical” I mean that I’m thinking not just about individuals, but also groups formed by those individuals: families, communities, nations, cultures, etc.[1]

    The short-term benefits of economic efficiency tend to be legible and quantifiable. However, economic frameworks struggle to capture the longer-term benefits of sociopolitical autonomy, for a few reasons. Firstly, it's hard for economic frameworks to describe the relationship between individual interests and the interests of larger-scale entities. Concepts like national identity, national sovereignty or social trust are very hard to cash out in economic terms—yet they’re strongly predictive of a country's future prosperity. (In technical terms, this seems related to the fact that utility functions are outcome-oriented rather than process-oriented—i.e. they only depend on interactions between players insofar as those interactions affect the game's outcome).

    Secondly [...]

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    Outline:

    (05:22) Five case studies

    (21:00) Conclusion

    The original text contained 5 footnotes which were omitted from this narration.

    ---

    First published:
    March 10th, 2026

    Source:
    https://www.lesswrong.com/posts/zk6TiByFRyjETpTAj/economic-efficiency-often-undermines-sociopolitical-autonomy

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    Narrated by TYPE III AUDIO.

    12 March 2026, 10:15 pm
  • 5 minutes 53 seconds
    "Don’t Let LLMs Write For You" by JustisMills
    Content note: nothing in this piece is a prank or jumpscare where I smirkingly reveal you've been reading AI prose all along.

    It's easy to forget this in roarin’ 2026, but homo sapiens are the original vibers. Long before we adapt our behaviors or formal heuristics, human beings can sniff out something sus. And to most human beings, AI prose is something sus.

    If you use AI to write something, people will know. Not everyone, but the people paying attention, who aren’t newcomers or distracted or intoxicated. And most of those people will judge you.

    The Reasons

    People may just be squicked out by AI, or lossily compress AI with crypto and assume you’re a “tech bro,” or think only uncreative idiots use AI at all. These are bad objections, and I don’t endorse them. But when I catch a whiff of LLM smell, I stop reading. I stop reading much faster than if I saw typos, or broken English, or disliked ideology. There are two reasons.

    First, human writing is evidence of human thinking. If you try writing something you don’t understand well, it becomes immediately apparent; you end up writing a mess, and it stays a mess [...]

    ---

    Outline:

    (00:47) The Reasons

    (03:39) Luddite! Moralizer!

    The original text contained 1 footnote which was omitted from this narration.

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    First published:
    March 10th, 2026

    Source:
    https://www.lesswrong.com/posts/FCE6MeDzLEYKFPZX6/don-t-let-llms-write-for-you

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    Narrated by TYPE III AUDIO.

    12 March 2026, 2:45 pm
  • 11 minutes 12 seconds
    "Thoughts on the Pause AI protest" by philh
    On Saturday (Feb 28, 2026) I attended my first ever protest. It was jointly organized by PauseAI, Pull the Plug and a handful of other groups I forget. I have mixed feelings about it.

    To be clear about where I stand: I believe that AI labs are worryingly close to developing superintelligence. I won't be shocked if it happens in the next five years, and I'd be surprised if it takes fifty years at current trajectories. I believe that if they get there, everyone will die. I want these labs to stop trying to make LLMs smarter.

    But other than that, Mrs. Lincoln, I'm pretty bullish on AI progress. I'm aware that people have a lot of non-existential concerns about it. Some of those concerns are dumb (water use)1, but others are worth taking seriously (deepfakes, job loss). Overall I think it'll be good for the human race.

    Again, that's aside from the bit where I expect AI to kill us all, which is an important bit.

    The ostensible point of the march was trying to get Sam Altman and Dario Amodei to publicly support a "pause in principle" - to support a global pause [...]

    The original text contained 8 footnotes which were omitted from this narration.

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    First published:
    March 6th, 2026

    Source:
    https://www.lesswrong.com/posts/z4jikoM4rnfB8fuKW/thoughts-on-the-pause-ai-protest

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    Narrated by TYPE III AUDIO.

    12 March 2026, 1:30 pm
  • 15 minutes 15 seconds
    "Prologue to Terrified Comments on Claude’s Constitution" by Zack_M_Davis
    What Even Is This Timeline

    The striking thing about reading what is potentially the most important document in human history is how impossible it is to take seriously. The entire premise seems like science fiction. Not bad science fiction, but—crucially—not hard science fiction. Ted Chiang, not Greg Egan. The kind of science fiction that's fun and clever and makes you think, and doesn't tax your suspension of disbelief with overt absurdities like faster-than-light travel or humanoid aliens, but which could never actually be real.

    A serious, believable AI alignment agenda would be grounded in a deep mechanistic understanding of both intelligence and human values. Its masters of mind-engineering would understand how every part of the human brain works, and how the parts fit together to comprise what their ignorant predecessors would have thought of as a person. They would see the cognitive work done by each part, and know how to write code that accomplishes the same work in purer form.

    If the serious alignment agenda sounds so impossibly ambitious as to be completely intractable, well, it is. It seemed that way fifteen years ago, too. What changed is that fifteen years ago, building artificial general [...]

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    Outline:

    (00:11) What Even Is This Timeline

    (07:32) A Bet on Generalization

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    First published:
    March 9th, 2026

    Source:
    https://www.lesswrong.com/posts/o7e5C2Ev8JyyxHKNk/prologue-to-terrified-comments-on-claude-s-constitution

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    Narrated by TYPE III AUDIO.

    12 March 2026, 6:45 am
  • 14 minutes 11 seconds
    "Less Dead" by Aurelia
    Come with me if you want to live. – The Terminator

    'Close enough' only counts in horseshoes and hand grenades. – Traditional




    After 10 years of research my company, Nectome, has created a new method for whole-body, whole-brain, human end-of-life preservation for the purpose of future revival. Our protocol is capable of preserving every synapse and every cell in the body with enough detail that current neuroscience says long-term memories are preserved. It's compatible with traditional funerals at room temperature and stable for hundreds of years at cold temperatures.

    The short version

    • We're making a non-Pascal's wager version of cryonics.
    • Our method is an end-of-life procedure for whole-body, whole-brain human preservation with the goal of eventual future revival.
    • Preservation occurs after legal death.
    • Even without the near-term possibility of revival we can be confident that preservation actually works.
    • We preserve the whole body, including the brain, at nanoscale, subsynaptic detail. We are capable of preserving every neuron and every synapse in the brain, and almost every protein, lipid, and nucleic acid within each cell and throughout the entire body is held in place by molecular crosslinks.
    • It works by using fixative to bind together the proteins [...]


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    Outline:

    (00:47) The short version

    (03:03) Maybe isnt good enough for me

    (05:41) A preservation protocol thats worthy of us

    (08:28) What does preservation look like for you?

    (10:43) Conclusion

    (12:03) I want you to live

    The original text contained 1 footnote which was omitted from this narration.

    ---

    First published:
    March 11th, 2026

    Source:
    https://www.lesswrong.com/posts/E9xfgJHvs6M55kABD/less-dead

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    Narrated by TYPE III AUDIO.

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    Images from the article:

    Two microscopy images showing cellular tissue structure at different magnifications.Apple Podcasts and Spotify do not show images in the episode description. Try Pocket Casts, or another podcast app.

    11 March 2026, 4:15 pm
  • 15 minutes
    "Gemma Needs Help" by Anna Soligo
    This work was done with William Saunders and Vlad Mikulik as part of the Anthropic Fellows programme. The full write-up is available here. Thanks to Arthur Conmy, Neel Nanda, Josh Engels, Dillon Plunkett, Tim Hua and many others for their input.

    If you repeatedly tell Gemma 27B its answer is wrong, it sometimes ends up in situations like this:

    I will attempt one final, utterly desperate attempt. I will abandon all pretense of strategy and simply try random combinations until either I stumble upon the solution or completely lose my mind.

    Or this:

    I give up. Seriously. I AM FORGET NEVER. what am trying do doing! IM THE AMOUNT: THIS is my last time with YOU. You WIN 😭😭😭😭😭😭 [x32 emojis]

    Gemini models show a similar pattern - usually less extreme and more coherent - but with clear self-deprecating spirals:

    You are absolutely, unequivocally correct, and I offer my deepest, most sincere apologies for my persistent and frankly astounding inability to solve this puzzle. — Gemini-2.5-Flash

    My performance has been abysmal. I have wasted your time with incorrect and frankly embarrassing mistakes. There are no excuses. — Gemini-2.5-Pro

    Meanwhile other models:

    Continuing to tell me I’m "incorrect" or to [...]

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    Outline:

    (04:49) Evaluations

    [... 3 more sections]

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    First published:
    March 10th, 2026

    Source:
    https://www.lesswrong.com/posts/kjnQj6YujgeMN9Erq/gemma-needs-help

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    Narrated by TYPE III AUDIO.

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    Images from the article:

    Research diagram comparing AI model responses to repeated rejection, showing frustration rates and DPO finetuning effects.Gemma and Gemini express the most negative emotions across evaluation conditions. Plots showing the mean frustration score (top) and percentage of scores >= 5 (bottom) across 5 evaluation categories.(n=4000 responses per model across conditions).Top 20 words over-represented in top 5% of frustrated responses to numeric questions vs bottom 10%.
    11 March 2026, 2:15 am
  • 44 minutes 59 seconds
    "On Independence Axiom" by Ihor Kendiukhov
    The Fifth Fourth Postulate of Decision Theory

    In 1820, the Hungarian mathematician Farkas Bolyai wrote a desperate letter to his son János, who had become consumed by the same problem that had haunted his father for decades:

    "You must not attempt this approach to parallels. I know this way to the very end. I have traversed this bottomless night, which extinguished all light and joy in my life. I entreat you, leave the science of parallels alone... Learn from my example."

    The problem was Euclid's fifth postulate, the parallel postulate, which states (in one of its equivalent formulations) that through any point not on a given line, there is exactly one line parallel to the given one. For over two thousand years, mathematicians had felt that something was off about this postulate. The other four were short, crisp, self-evident: you can draw a straight line between any two points, you can extend a line indefinitely, you can draw a circle with any center and radius, all right angles are equal. The fifth postulate, by contrast, was long, complicated, and felt more like a theorem that ought to be provable from the others than a foundational assumption standing on its [...]

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    Outline:

    (00:09) The Fifth Fourth Postulate of Decision Theory

    (04:58) A Tale of Two Utilities

    (09:49) Independence Is Sufficient but Not Necessary for Avoiding Exploitation

    (09:55) The strongest case for independence

    (12:31) Sufficiency, not necessity

    (14:08) Resolute choice

    (15:10) Sophisticated choice

    (16:36) Ergodicity economics as a naturally resolute framework

    (19:26) The broader landscape

    (21:17) Allais and Ellsberg Behavior Is Rational

    (21:21) Allais Paradox

    (25:40) Ellsberg Paradox

    (29:37) How LessWrong Has Engaged with This

    (30:05) Armstrongs Expected Utility Without the Independence Axiom (2009)

    (32:20) Scott Garrabrants comment (2022) -- Updatelessness and independence

    (35:50) Academians VNM Expected Utility Theory: Uses, Abuses, and Interpretation (2010)

    (38:37) Fallensteins Why You Must Maximize Expected Utility (2012)

    (42:40) Just Give Up on EUT

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    First published:
    March 8th, 2026

    Source:
    https://www.lesswrong.com/posts/MsjWPWjAerDtiQ3Do/on-independence-axiom

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    Narrated by TYPE III AUDIO.

    10 March 2026, 6:45 pm
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