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Johan Falk

@magisterfalk.bsky.social
127 followers 36 following 167 posts

Working with AI strategy and public education. Learning more every day. Writer, teacher, presenter, thinker, learner.

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Johan Falk @magisterfalk.bsky.social · 25/04/2026
One of the best, if not _the_ best conversation I've heard on AI and consciousness. An extra bonus to Cameron Berg for getting so engaged. Thanks to @nathanlabenz.bsky.social for delivering excellent content, like so often. aipodcastpicks.substack.com/p/ai-conscio...
aipodcastpicks.substack.com
AI, consciousness, empirical results and ethical responsibility
Cameron Berg talks about new results on AI's potential ability to have positive and negative experiences. Some parts get into the technical weeds, but it's a really thought provoking episode.
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Johan Falk @magisterfalk.bsky.social · 07/04/2026
Daniel Kokotajlo and Dean Ball talking about the big AI questions. Of 3000+ hours of AI podcasts I've listened to, this is one of the best episodes. aipodcastpicks.substack.com/p/dean-ball-...
aipodcastpicks.substack.com
Dean Ball and Daniel Kokotajlo on timelines and how to control advanced AI
Two giants talk about extremely important AI questions, in a way that is clear, respectful and also pretty fun. To a large extent, this is tech views and government views in the same place.
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Johan Falk @magisterfalk.bsky.social · 02/04/2026
I couldn’t find a good place for thoughtful, big-picture discussions about AI and society. So I started one: AI Horizons If you like thinking about where this is all going (5–10 years out), you’re very welcome: discord.gg/HAU2njsu
discord.gg
Gå med i Discord-servern AI Horizons!
AI Horizons is a community for discussing broad strategic questions about AI and the world. Over the next five to ten years, how will artificial intelligence impact democracy, science, education, warf...
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Johan Falk @magisterfalk.bsky.social · 01/04/2026
Tristan Harris summarizes the state of AI safety quite well. We have lots of early examples of AI trying to preserve itself, spread itself, and gain resources. Without being told to do so. Watching this video is 11 minutes well spent. www.youtube.com/watch?v=VCJF...
youtube.com
The Alibaba AI Incident Should Terrify Us - Tristan Harris
YouTube video by Chris Williamson
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Johan Falk @magisterfalk.bsky.social · 31/03/2026
I think AI-on-a-chip is a big thing. Here's what it means. falkai.substack.com/p/ai-baked-i...
falkai.substack.com
AI baked into silicon: What hardwired models mean for the world
A startup just etched an AI model directly into silicon. Here's what that means – for business, for safety, and for the devices around us.
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Johan Falk @magisterfalk.bsky.social · 20/03/2026
Made me laugh out loud: "The S-curve can stay steep longer than you can stay relevant." Blunt and funny. Probably true as well. Looking forward to the next 3+ hours of listening. www.youtube.com/watch?v=PHqq...
youtube.com
Zvi's Mic Works! Recursive Self-Improvement, Live Player Analysis, Anthropic vs DoW + More!
YouTube video by Cognitive Revolution "How AI Changes Everything"
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Johan Falk @magisterfalk.bsky.social · 20/03/2026
Great podcast episode on AI. It covers learning, cognitive laziness, despair despite progress, screen addiction, and much more. Relevant for anyone in education, but really for anyone interested in human aspects of AI. aipodcastpicks.substack.com/p/ai-learnin...
aipodcastpicks.substack.com
AI, learning, cognitive laziness, optimism, historical perspectives, tech addiction and more
Zack Kass, author of The Next Renaissance, talks about AI from both a human and a historical perspective.
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Johan Falk @magisterfalk.bsky.social · 17/03/2026
REAP – the Reverse Evaluation Awareness Problem. What happens when an AI thinks its in a test or simulation, but isn't? Opus 4.6 behaviour on Vending-bench tells us that it might go bad. The worst part: We don't have any way of convincing it that it's wrong. falkai.substack.com/p/this-is-no...
falkai.substack.com
This is not a game. (Or is it?)
When AI concludes it's in a simulation, it stops playing nice. But it doesn't always get it right, and we have no method for proving it wrong.
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Johan Falk @magisterfalk.bsky.social · 11/03/2026
I'm following the conflict between Pentagon and Anthropic closely. This is a great up-to-date summary and analysis of the conflict, that also gives some information on what Anthropic actually enables for Pentagon. aipodcastpicks.substack.com/p/great-summ...
aipodcastpicks.substack.com
Great summary and analysis of the Anthropic/DoW conflict
This episode (from March 11th) gives an updated summary and analysis of the "supply chain risk" thing. Great insights, and some information on what Anthropic actually does for the DoW as well.
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Johan Falk @magisterfalk.bsky.social · 10/03/2026
Summary of what's happened in the AI world the last 18 months: falkai.substack.com/p/ai-for-beg...
falkai.substack.com
AI for beginners – 18-month update
This blog post complements my book "AI for beginners", describing some ways the AI landscape has changed since the book was published. Still on top of the list: Understanding the pace of progress.
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Johan Falk @magisterfalk.bsky.social · 06/03/2026
One of the most fascinating interviews I've heard on the DoW–Anthropic conflict, and I've heard a few now. Dean Ball doesn't hold back his language. "Is it ok to swear on this podcast?" "Hell, yeah." pca.st/episode/173c... #anthropic #DoW #DeanBall #ScalingLaws
pca.st
Scaling Laws x AI Summer: Who Controls the Machine God?
Alan Rozenshtein, associate professor of law at the University of Minnesota and research director at Lawfare, and Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law…
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Johan Falk @magisterfalk.bsky.social · 03/03/2026
This conversation with Geoffrey Hinton is absolutely wonderful. They cover important and partly really heavy subjects, but still made me laugh out loud repeatedly. Pedagogical, too! aipodcastpicks.substack.com/p/absolutely...
aipodcastpicks.substack.com
Absolutely great conversation with Geoffrey Hinton
After a slow start, this conversation offers great explanations of the state of AI and of AI risks, as well as some good laughs. Skip the 34 first minutes if you're eager.
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Johan Falk @magisterfalk.bsky.social · 03/03/2026
Unpopular opinion: LLMs are world models. Full argument here. falkai.substack.com/p/llms-are-w...
falkai.substack.com
LLMs are world models
They just model a different world than you think.
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Johan Falk @magisterfalk.bsky.social · 25/02/2026
Best overview I've seen of the row between Anthropic and the Department of War. aipodcastpicks.substack.com/p/great-summ...
aipodcastpicks.substack.com
Great summary of the dispute between Anthropic and the Department of War
The Department of War is threatening really harsh measures if Anthropic doesn't agree to the DoW using their AI models for anything legal. Anthropic want to keep two use cases restricted.
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Johan Falk @magisterfalk.bsky.social · 08/02/2026
I clearly feel that Opus 4.6 is worse at using Swedish than 4.5. (Not the conclusions when working in Swedish, just in using the language correctly.) Anyone else with similar/corresponding experience? #opus #anthropic
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Johan Falk @magisterfalk.bsky.social · 06/02/2026
Watermarks are useless. Digital signatures are great. So obvious when you think about it. Read more here: falkai.substack.com/p/why-waterm...
falkai.substack.com
Why watermarking deepfakes is useless, and what we should do instead
The debate over deepfakes is misguided. We need ways of knowing the source of content, not what tools were used to create it.
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Johan Falk @magisterfalk.bsky.social · 03/02/2026
My second blog post in a series about how AI affects knowledge, knowledge work and education. This one focuses on the necessity of using scenarios, and how to select them. 12 scenarios are consolidated into 3, for analysis in upcoming posts. falkai.substack.com/p/using-scen...
falkai.substack.com
Using scenarios to forecast radical uncertainty
In this second post about how AI affects knowledge and education, I argue that scenarios are necessary for forecasting AI impacts. I also suggest a method for selecting scenarios, and implement it.
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Johan Falk @magisterfalk.bsky.social · 30/01/2026
What just happened at the METR chart for AI ability to complete long tasks? Claude Opus 4.5 bumped from under five hours (50 percent pass) to 5:20. Also, GPT-5.1-codex-max was dropped. metr.org/blog/2025-03... #METR #opus #ai
metr.org
Measuring AI Ability to Complete Long Tasks
We propose measuring AI performance in terms of the *length* of tasks AI agents can complete. We show that this metric has been consistently exponentially increasing over the past 6 years, with a doub...
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Johan Falk @magisterfalk.bsky.social · 18/01/2026
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Johan Falk @magisterfalk.bsky.social · 18/01/2026
Peter Sparber, a former architect of Big Tobacco’s successful war against regulation, says that the big AI companies are using the same playbook as Big Tobacco did. And that it works. aipodcastpicks.substack.com/p/why-ai-gov...
aipodcastpicks.substack.com
Why AI governance as a path to AI safety might be a waste of time
Peter Sparber, a former architect of Big Tobacco’s successful war against regulation, says that the big AI companies are using the same playbook as Big Tobacco did. And that it works.
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Johan Falk @magisterfalk.bsky.social · 17/01/2026
I just saw an example of Claude Code working with models not from Anthropic, by setting up a proxy server routing calls to elsewhere. Pretty smart. Anyone else seen something like that?
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Johan Falk @magisterfalk.bsky.social · 14/01/2026
I can't help thinking that Claude Cowork in some sense is a step in the wrong for Anthropic. It's good, but a strength of Anthropic is their straight shot at coding and ignoring most of productification. If Claude Cowork becomes the same success as Claude Code, that might change. #ClaudeCowork
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Johan Falk @magisterfalk.bsky.social · 13/01/2026
YES. More pages with this feature, please.
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Johan Falk @magisterfalk.bsky.social · 12/01/2026
Statements like "The AI Act is killing AI innovation" made me frustrated enough to summarize what the AI Act actually says. It's reasonable, and not nearly as harsh as people think. Having a single regulation is something the US should envy. falkai.substack.com/p/the-eu-ai-...
falkai.substack.com
The EU AI Act: What it really regulates (and what it doesn't)
Next time someone claims the EU AI Act kills innovation, ask them what it actually says. Most haven't read it. Here's what it really contains. I argue that it is a base for innovating responsible AI.
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Johan Falk @magisterfalk.bsky.social · 08/01/2026
One of a thousand ideas from the mind of Anders Bjarby, who is possibly the biggest AI explorer in Sweden. (Yes, the Lovable crew included.) www.youtube.com/watch?v=Y2cR... #badhairday #randomidea #justdoit #experimentandlearn
youtube.com
bad hairday
YouTube video by Anders Bjarby
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Johan Falk @magisterfalk.bsky.social · 06/01/2026
Great interview with Yoshua Bengio. Personal, factual and human. How should we balance the risks and benefits of AI, and how can we keep development at a sustainable speed? aipodcastpicks.substack.com/p/yoshua-ben...
aipodcastpicks.substack.com
Yoshua Bengio on AI risks
One of the "god fathers" of AI talks about how he views AI risks – both he sees as important and urgent, and what risks he doesn't think are as urgent.
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Johan Falk @magisterfalk.bsky.social · 03/01/2026
Maybe we can use LLMs for solving parts of the coordination problem. An LLM can be a near-perfect trusted mediator, that don't leak information beyond what is specified on beforehand (such as "no deal is possible" or "there is common ground regarding X"). falkai.substack.com/p/llms-as-tr...
falkai.substack.com
LLMs as Trusted Mediators – A Path Beyond Coordination Problems?
Using AI and cryptography to make cooperation rational—even when trust is impossible.
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Johan Falk @magisterfalk.bsky.social · 19/12/2025
What does AI literacty actually mean? Here's a concrete answer. youtu.be/2PvMfhKfYdI
youtu.be
What do kids need to know about artificial intelligence?
YouTube video by Johan Falk
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Johan Falk @magisterfalk.bsky.social · 18/12/2025
With the capable AI models we have today, I would argue that sycophancy now is a bigger problem than hallucinations. This is a short and clear video explaining this phenomenon, how you can get better at spotting it, and decrease the risk of being affected by it. youtu.be/nvbq39yVYRk?...
youtu.be
What is sycophancy in AI models?
YouTube video by Anthropic
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Johan Falk @magisterfalk.bsky.social · 15/12/2025
While we shouldn't take the results of GPT-5.2 on GDPval at face value, we really must start considering what continued AI progress means for our society. And we need to do that yesterday. falkai.substack.com/p/when-intel...
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Johan Falk @magisterfalk.bsky.social · 14/12/2025
falkai.substack.com/p/teaching-a...
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Johan Falk @magisterfalk.bsky.social · 12/12/2025
Here's a pitch for my new channel Graspable.AI, with short videos about AI for teachers world wide. I'd love to hear what you think. youtu.be/iHw-I3btmUA
youtu.be
I started a YouTube channel for teachers about AI: Graspable.AI
YouTube video by Johan Falk
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Johan Falk @magisterfalk.bsky.social · 09/12/2025
Watch Amanda Askell chew through heavy philosophical questions as if they were breakfast cereal in this interview. I’m especially fond of how the entire recording radiates an ’80s vibe – including the image ratio made for TVs that aren't flat. aipodcastpicks.substack.com/p/amanda-ask...
aipodcastpicks.substack.com
Amanda Askell on philosophical AI matters
Amanda Askell, who in my book is the guru of AI whispering (at Anthropic), answers questions from the public. You just got to love how the scene and even frame ratio breathes of late 1980's.
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Johan Falk @magisterfalk.bsky.social · 22/11/2025
Updates to my analysis on what a collapse of investments in AI might mean, with a fourth scenario: Microsoft, Apple, Amazon or Nvidia buys struggling AI startups. This is, I think, the most likely outcome, and Nvidia could be the real winner. More details here: falkai.substack.com/p/what-would...
falkai.substack.com
What would an AI investment crash mean for AI development?
This post isn’t about whether the bubble will burst. It’s about what happens to AI development if it does.
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Johan Falk @magisterfalk.bsky.social · 19/11/2025
I just published an analysis of what an AI investment crash would mean for technical development. The short version: Google, with its deep pockets, would likely end up quite alone in the AI race on the American side of the Atlantic. China continues regardless. falkai.substack.com/p/what-would...
falkai.substack.com
What would an AI investment crash mean for AI development?
This post isn’t about whether the bubble will burst. It’s about what happens to AI development if it does.
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Johan Falk @magisterfalk.bsky.social · 11/10/2025
California just introduced AI safety legislation that is, very briefly summarized, self-regulation with some edge to it. This podcast episode explains SB 53 in a very accessible way. aipodcastpicks.substack.com/p/a-quick-gu...
aipodcastpicks.substack.com
A quick guide to SB 53
California recently introduced a new law, SB 53, which is a smaller version of the much-debated SB 1047. This episode gives a great overview of what it means.
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Johan Falk @magisterfalk.bsky.social · 11/10/2025
This is the best analysis I've seen/heard, of whether there's a financial AI bubble going on right now. Short story: Some warning signs, but not a bubble. aipodcastpicks.substack.com/p/great-anal...
aipodcastpicks.substack.com
Great analysis of whether there is an AI bubble
There's a lot of talk about whether we're in an AI bubble or not. This is the best rundown I've found, using a framework with five warning signs. By Azeem Azhar.
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Johan Falk @magisterfalk.bsky.social · 09/10/2025
Proud and humbled by appearing in The Cognitive Revolution – one of the best podcasts on AI I know. www.cognitiverevolution.ai/education-in... Thanks to @nathanlabenz.bsky.social for great discussions!
cognitiverevolution.ai
Education in the AI Age: a Teacher Rethinks Learning & Purpose, w/ Johan Falk of Graspable AI
Today Johan Falk, author, speaker, and AI analyst from Stockholm, Sweden, joins The Cognitive Revolution to discuss his work reimagining education for the AI era, exploring why teaching students to us...
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Johan Falk @magisterfalk.bsky.social · 30/09/2025
This interview with Estonia's Minister of Education is a must-listen for anyone working with strategic perspectives on education. The episode made me feel that maybe I should move to Estonia and start working full-time with AI and education again. aipodcastpicks.substack.com/p/estonias-m...
aipodcastpicks.substack.com
Estonias minister of education on AI and schools
AI and education is my home turf. This episode is outstanding, when it comes to a politician showing insight, humility, decisiveness, perspectives and general wisdom.
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Johan Falk @magisterfalk.bsky.social · 29/09/2025
New videos about AI and education: Using AI for ideation. * Creating variations of an example * Brainstorming * Getting feedback on ideas * Exploring ideas in collaboration with AI * Creating artificial student panels/user panels * Creating bespoke software graspableai.substack.com/p/using-ai-f...
lnkd.in
LinkedIn
This link will take you to a page that’s not on LinkedIn
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Johan Falk @magisterfalk.bsky.social · 24/09/2025
I revisited a blogpost I wrote summer 2024, just before I left my job with the goal of contributing to reducing societal-scale AI risks. It explains why I decided to leave a great job, without knowing what I should do. Still relevant, more than a year later. falkai.substack.com/p/what-drive...
falkai.substack.com
What drives me
This post explains why I left my job to work full-time with AI. It is a translation of a post in Swedish from June 2024, still relevant in September 2025.
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Johan Falk @magisterfalk.bsky.social · 22/09/2025
Insight about AI, number 157: It is much easier to expand what you can do yourself using AI, than replacing what someone else is doing. Do you agree? What are potential implications?
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Johan Falk @magisterfalk.bsky.social · 09/09/2025
Two videos for anyone working with software development (coding in particular) and haven't yet tried Claude Code. aipodcastpicks.substack.com/p/what-is-cl...
aipodcastpicks.substack.com
What is Claude Code?
Great introduction to what Claude Code is, and why tools like it matters to software development.
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Johan Falk @magisterfalk.bsky.social · 06/09/2025
This podcast episode could actually be the best I've heard when it comes to AI and education. Multiple perspectives, and almost constant focus on the really deep impacts. Also quite fun to listen to. aipodcastpicks.substack.com/p/great-coll...
aipodcastpicks.substack.com
Great collection of thoughts on AI and education
I've listened to a lot of thoughts about AI and education, and this episode might be the best I've heard so far. Multiple perspectives, and (almost) all of them cover the deep impacts.
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Johan Falk @magisterfalk.bsky.social · 27/08/2025
Superintelligent AI may be godlike, but not gods are created equal. What may superintelligent AI find difficult, and what type of problems will melt away? falkai.substack.com/p/the-hard-p... #ASI #AI #not-so-distant-future
falkai.substack.com
The hard problems for superintelligence
Superintelligent AI is often likened to a genie that grants any wish. As AI becomes more capable, we will get better at telling which problems melt away under intelligence, and which barely budge.
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Johan Falk @magisterfalk.bsky.social · 26/08/2025
This is the first time I hear of ChatGPT leading a person to suicide. I am truly appalled by some of the quotes recited in the episode. I've heard examples of Character AI bots doing this, but frankly didn't think normal chatbots could have this effect. aipodcastpicks.substack.com/p/a-disturbi...
aipodcastpicks.substack.com
A disturbing story about ChatGPT supporting suicide and suicidal behaviour
There have been some cases where character.ai companions have allegedly pushed people to suicide. This is the first case where I've heard ChatGPT clearly leading someone in that direction.
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Johan Falk @magisterfalk.bsky.social · 23/08/2025
250 words on what a 1.5 billion years old organism could teach us about how to navigate a potential future with superintelligent AI. falkai.substack.com/p/the-mitoch...
falkai.substack.com
The Mitochondria Strategy
One way to navigate a future with superhuman AI is to become indispensable. One lesson to learn from is around 1.5 billion years old.
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Johan Falk @magisterfalk.bsky.social · 17/08/2025
I stumbled into this video from Anthropic. Great resource for anyone who wants to understand more about the inside of large language models, and what "mechanistic interpretability" is. aipodcastpicks.substack.com/p/introducti...
aipodcastpicks.substack.com
Introduction to interpretability
Mechanistic interpretability is the art/science of understanding what's going on inside AI models. This video gives a good introduction to interpretability also for non-technical people.
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Johan Falk @magisterfalk.bsky.social · 17/08/2025
I just published three more AI podcast picks. This one is worth listening to twice. How close are we to AGI? What happens after? And what does AGI mean for society, and for you and me as individuals? The episode doesn't give answers, but perspectives. aipodcastpicks.substack.com/p/benjamin-t...
aipodcastpicks.substack.com
Benjamin Todd on what advanced AI means
What do we mean by AGI? How close are we to it? What happens after? And what does it mean for society, and for you and me as individuals? This episode sheds some light on these questions.
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Johan Falk @magisterfalk.bsky.social · 15/08/2025
The AI 20127 is well worth reading in full, but this 34 minute video is a summary that is *much* more accessible. www.youtube.com/watch?v=5KVD... (Worth knowing: Since writing AI 2027, the authors have pushed their timelines back by roughly a year. As is noted in the video.)
youtube.com
We're Not Ready for Superintelligence
YouTube video by AI In Context
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