
“Untitled Retrospective and Learnings from AI in Context’s First Two VideosDraft” by ChanaMessinger
2026/1/06 | 18 mins.
Note: I used LLMs to draft different parts of this. I've checked almost everything, but there might be some mistakes remaining. Apologies for posting this on Christmas Eve. I wanted to get this out the door before the end of the year. Questions welcome, and if it's easy to pull metrics to answer them, I will.Summary 80,000 Hours launched a video program in 2025 focused on longform, cinematic, personality-driven content about AI risks. Our first two longform releases were: We're Not Ready for Superintelligence (the "AI 2027" video): 8.9M views, ~1.4M watch hours If you remember one AI disaster, make it this one (the "MechaHitler" video): 2.7M views, ~419K watch hours Both videos significantly outperformed our expectations (we'd anticipated 15-50K views for the first). The cost per engagement hour ($0.11 and $0.39 respectively, including staff time) compares favorably to other 80,000 Hours programs. This post covers: what we spent, what we got, why we think it worked, and what we'd do differently.The numbersCostsCategoryAI 2027MechaHitlerDirect costs~$50K~$64KStaff hours~450 hrs~450 hrs (Note, I’m assuming it's about the same as for AI 2027, I didn't re-ask people how much time they spent.)Total cost (making some assumptions about we should incorporate staff [...] ---Outline:(00:34) Summary(01:33) The numbers(01:36) Costs(02:16) Timing(02:40) Results(03:46) How valuable is a video watch hour?(04:24) Qualitative Feedback(04:28) AI 2027(05:51) MechaHitler(06:12) YouTube commenters like:(06:52) What the comments don't like:(07:17) Qualitative Analysis(07:21) Why we think AI 2027 did well(09:56) Why MechaHitler did less well (but still well)(10:50) Lessons Learned(10:54) Overall what we think matters(11:25) Our guess at what's less important (though we're certainly unsure, maybe if we nailed these, we'd get more success)(12:24) How our production works(12:43) The timeline(13:32) Ideation(14:06) Scripting(14:57) Shooting(15:31) Reshoots / Voiceover(15:45) Editing(16:06) Launch(17:00) What we're still figuring out(17:36) Closing thoughts --- First published: December 24th, 2025 Source: https://forum.effectivealtruism.org/posts/RCRaBYSqBaMzHzTjF/untitled-retrospective-and-learnings-from-ai-in-context-s --- Narrated by TYPE III AUDIO. ---Images from the article:Apple Podcasts and Spotify do not show images in the episode description. Try Pocket Casts, or another podcast app.

“I give because it’s the most rational way to spend my money” by Lorenzo Buonanno🔸
2025/12/31 | 8 mins.
I really enjoyed reading the "why I donate" posts in the past week, so much so that I felt compelled to add my reflections, in case someone finds my reasons as interesting as I found theirs. 1. My money needs to be spent on something, might as well spend it on the most efficient things The core reason I give is something that I think is under-represented in the other posts: the money I have and earn will need to be spent on something, and it feels extremely inefficient and irrational to spend it on my future self when it can provide >100x as much to others. To me, it doesn't seem important whether I'm in the global top 10% or bottom 10%, or whether the money I have is due to my efforts or to the place I was born. If it can provide others 100x as much, it just seems inefficient/irrational to allocate it to myself. Honestly, the post could end here, but there are other secondary reasons/perspectives on why I personally donate that I haven't seen commonly discussed. 2. Spending money is voting on how the global economy allocates its resources In 2017, I read Wealth [...] ---Outline:(00:22) 1. My money needs to be spent on something, might as well spend it on the most efficient things(01:09) 2. Spending money is voting on how the global economy allocates its resources(04:11) 3. I dont think its as bad as some make it out to be(07:35) 4. I donate because Im an atheist (/s) --- First published: December 15th, 2025 Source: https://forum.effectivealtruism.org/posts/CSKob9hGmWM7f7yv8/i-give-because-it-s-the-most-rational-way-to-spend-my-money --- Narrated by TYPE III AUDIO.

“Why I donate: some selfish reasons” by Kestrel🔸
2025/12/28 | 5 mins.
This year, I have given money to a range of EA cause areas. Most of it has either been towards global health and development, or EA infrastructure I believe does or could lead to effective fundraising for global health and development. The following are a list of very selfish personal reasons why I like to do this. I feel the selfless reasons have been adequately covered elsewhere, so I'm intentionally leaving them off. I get to ignore ineffective charity adverts. In order to genuinely convince myself that I am helping, I want to see things like well-regarded cost-effectiveness metrics. I do not like heartstring-tugging advertising or vague statements of "should", particularly to do with orphanages. They make me feel a bit ill. So I am glad that donating effectively gives me a very good justification to ignore them. It is a marker of my politics. I don't believe that poor people I don't know in rich countries are 100Ă— more worthy of my help [i.e. worthy of help that's 100Ă— less cost-efficient] than poor people in poor countries. This is because I don't believe anyone is 100Ă— more worthy than anyone. Choosing to donate based on the cost-effectiveness of [...] ---Outline:(00:36) I get to ignore ineffective charity adverts.(01:02) It is a marker of my politics.(01:36) Giving expresses abundance.(02:32) Ive stopped valuing things by how expensive they are.(03:17) People have stopped (openly) judging me about some of my life choices.(03:56) I get to hang out with cool people and be in the cool kids club.(04:16) It helps me genuinely care about helping people.(04:37) It motivates me at my job.(05:01) By giving effectively, I can do great things. --- First published: December 12th, 2025 Source: https://forum.effectivealtruism.org/posts/84PYRzFCeqZGfgv3N/why-i-donate-some-selfish-reasons --- Narrated by TYPE III AUDIO.

“Ten big wins in 2025 for farmed animals” by LewisBollard
2025/12/26 | 10 mins.
Note: This post was crossposted from the Coefficient Giving Farm Animal Welfare Research Newsletter by the Forum team, with the author's permission. The author may not see or respond to comments on this post. It can feel hard to help factory-farmed animals. We’re up against a trillion-dollar global industry and its army of lobbyists, marketeers, and apologists. This industry wields vast political influence in nearly every nation and sells its products to most people on earth. Against that, we are a movement of a few thousand full-time advocates operating on a shoestring. Our entire global movement — hundreds of groups combined — brings in less funds in a year than one meat company, JBS, makes in two days. And we have the bigger task. The meat industry just wants to preserve the status quo: virtually no regulation and ever-growing demand for factory farming. We want to upend it — and place humanity on a more humane path. Yet, somehow, we’re winning. After decades of installing battery cages, gestation crates, and chick macerators, the industry is now removing them. Once-dominant industries, like fur farming, are collapsing. And advocates are building momentum toward bigger reforms for all farmed animals. Here are [...] --- First published: December 16th, 2025 Source: https://forum.effectivealtruism.org/posts/qTnsqYrmSTHawTNa6/ten-big-wins-in-2025-for-farmed-animals --- Narrated by TYPE III AUDIO. ---Images from the article:Apple Podcasts and Spotify do not show images in the episode description. Try Pocket Casts, or another podcast app.

“The Further Pledge: Voluntary Simplicity” by GeorgeBridgwater
2025/12/16 | 12 mins.
Conscious Meaning We share every moment with trillions of other conscious beings. Some are much like us, and others experience the world very differently. Creatures without a language to structure their thoughts, some who see broader spectrums of light or others who might experience the world in comparative slow motion. Each conscious moment immediately slips into the past largely unobserved and forgotten. They fall through time like snow to become frozen in the past. Always to have happened just as they did. Each conscious moment is transient and one small part of a vast whole, so one could see any individual as meaningless and insignificant. But every conscious moment is imbued with meaning. Happiness that need not justify itself and pains that consume any desire but to escape them. As individuals, we are not responsible for the state of the world. You did not choose to create disease, poverty and mental illness. You can’t control nature, and you can’t control the society around you. Many schools of philosophy disagree exactly on what our moral obligations are to others. Given this disagreement, we could default to radical scepticism that all attempts to decide what the right way to [...] ---Outline:(00:11) Conscious Meaning(02:06) Ovarian lottery(03:49) The Good we can do(05:18) Creating Balance(06:13) Voluntary Simplicity(08:12) Setting Salary based on the Worlds average income(10:12) Appendix: Let he who is without sin cast the first stone --- First published: December 11th, 2025 Source: https://forum.effectivealtruism.org/posts/wd7XsSwqWCzd2uzhq/the-further-pledge-voluntary-simplicity --- Narrated by TYPE III AUDIO.



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