2025 Highlight-o-thon: Oops! All Bests

2025 Highlight-o-thon: Oops! All Bests

It’s that magical time of year once again — highlightapalooza! Stick around for one top bit from each episode we recorded this year, including:

  • Kyle Fish explaining how Anthropic’s AI Claude descends into spiritual woo when left to talk to itself
  • Ian Dunt on why the unelected House of Lords is by far the best part of the British government
  • Sam Bowman’s strategy to get NIMBYs to love it when things get built next to their houses
  • Buck Shlegeris on how to get an AI model that wants to seize control to accidentally help you foil its plans

…as well as 18 other top observations and arguments from the past year of the show.

Links to learn more, video, and full transcript: https://80k.info/best25

It's been another year of living through history, whether we asked for it or not. Luisa and Rob will be back in 2026 to help you make sense of whatever comes next — as Earth continues its indifferent journey through the cosmos, now accompanied by AI systems that can summarise our meetings and generate adequate birthday messages for colleagues we barely know.

Chapters:

  • Cold open (00:00:00)
  • Rob's intro (00:02:35)
  • Helen Toner on whether we're racing China to build AGI (00:03:43)
  • Hugh White on what he'd say to Americans (00:06:09)
  • Buck Shlegeris on convincing AI models they've already escaped (00:12:09)
  • Paul Scharre on a personal experience in Afghanistan that influenced his views on autonomous weapons (00:15:10)
  • Ian Dunt on how unelected septuagenarians are the heroes of UK governance (00:19:06)
  • Beth Barnes on AI companies being locally reasonable, but globally reckless (00:24:27)
  • Tyler Whitmer on one thing the California and Delaware attorneys general forced on the OpenAI for-profit as part of their restructure (00:28:02)
  • Toby Ord on whether rich people will get access to AGI first (00:30:13)
  • Andrew Snyder-Beattie on how the worst biorisks are defence dominant (00:34:24)
  • Eileen Yam on the most eye-watering gaps in opinions about AI between experts and the US public (00:39:41)
  • Will MacAskill on what a century of history crammed into a decade might feel like (00:44:07)
  • Kyle Fish on what happens when two instances of Claude are left to interact with each other (00:49:08)
  • Sam Bowman on where the Not In My Back Yard movement actually has a point (00:56:29)
  • Neel Nanda on how mechanistic interpretability is trying to be the biology of AI (01:03:12)
  • Tom Davidson on the potential to install secret AI loyalties at a very early stage (01:07:19)
  • Luisa and Rob discussing how medicine doesn't take the health burden of pregnancy seriously enough (01:10:53)
  • Marius Hobbhahn on why scheming is a very natural path for AI models — and people (01:16:23)
  • Holden Karnofsky on lessons for AI regulation drawn from successful farm animal welfare advocacy (01:21:29)
  • Allan Dafoe on how AGI is an inescapable idea but one we have to define well (01:26:19)
  • Ryan Greenblatt on the most likely ways for AI to take over (01:29:35)
  • Updates Daniel Kokotajlo has made to his forecasts since writing and publishing the AI 2027 scenario (01:32:47)
  • Dean Ball on why regulation invites path dependency, and that's a major problem (01:37:21)


Video and audio editing: Dominic Armstrong, Milo McGuire, Luke Monsour, and Simon Monsour
Music: CORBIT
Coordination, transcripts, and web: Katy Moore

Episoder(333)

#85 - Mark Lynas on climate change, societal collapse & nuclear energy

#85 - Mark Lynas on climate change, societal collapse & nuclear energy

A golf-ball sized lump of uranium can deliver more than enough power to cover all of your lifetime energy use. To get the same energy from coal, you’d need 3,200 tonnes of black rock — a mass equivale...

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#84 – Shruti Rajagopalan on what India did to stop COVID-19 and how well it worked

#84 – Shruti Rajagopalan on what India did to stop COVID-19 and how well it worked

When COVID-19 struck the US, everyone was told that hand sanitizer needed to be saved for healthcare professionals, so they should just wash their hands instead. But in India, many homes lack reliable...

13 Aug 20202h 58min

#83 - Jennifer Doleac on preventing crime without police and prisons

#83 - Jennifer Doleac on preventing crime without police and prisons

The killing of George Floyd has prompted a great deal of debate over whether the US should reduce the size of its police departments. The research literature suggests that the presence of police offic...

31 Jul 20202h 23min

#82 – James Forman Jr on reducing the cruelty of the US criminal legal system

#82 – James Forman Jr on reducing the cruelty of the US criminal legal system

No democracy has ever incarcerated as many people as the United States. To get its incarceration rate down to the global average, the US would have to release 3 in 4 people in its prisons today.  The ...

27 Jul 20201h 28min

#81 - Ben Garfinkel on scrutinising classic AI risk arguments

#81 - Ben Garfinkel on scrutinising classic AI risk arguments

80,000 Hours, along with many other members of the effective altruism movement, has argued that helping to positively shape the development of artificial intelligence may be one of the best ways to ha...

9 Jul 20202h 38min

Advice on how to read our advice (Article)

Advice on how to read our advice (Article)

This is the fourth release in our new series of audio articles. If you want to read the original article or check out the links within it, you can find them here. "We’ve found that readers sometimes...

29 Jun 202015min

#80 – Stuart Russell on why our approach to AI is broken and how to fix it

#80 – Stuart Russell on why our approach to AI is broken and how to fix it

Stuart Russell, Professor at UC Berkeley and co-author of the most popular AI textbook, thinks the way we approach machine learning today is fundamentally flawed. In his new book, Human Compatible, he...

22 Jun 20202h 13min

What anonymous contributors think about important life and career questions (Article)

What anonymous contributors think about important life and career questions (Article)

Today we’re launching the final entry of our ‘anonymous answers' series on the website. It features answers to 23 different questions including “How have you seen talented people fail in their work?...

5 Jun 202037min

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