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Life is short, focus on what matters.

Internet
Joined May 2009
Photo by 〶 (@trylks)Photo by 〶 (@trylks)Photo by 〶 (@trylks)Photo by 〶 (@trylks)Photo by 〶 (@trylks)Photo by 〶 (@trylks)
Meta-thread: Over the years I may be learning to use Twitter. Recently I've started to make threads, although not posting all tweets at the same time. I recommend you link/chain yours too, if you want to find them later For me, first the pinned tweets: teapaw.org/trylks/status/92865421…
Twitter, blogs, books, research papers. I'm reconsidering the time I spend on Twitter.
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Schmidhuber was building recursive self-improving systems back in 1987. His new post covers four decades of RSI, from meta-evolution and self-modifying policies to the Gödel Machine and modern LLM agents. people.idsia.ch/~juergen/rec… Reading this in 2026, the "pace the frontier" talk from the big labs looks a lot more like regulatory capture than genuine safety. If they really think their unreleased models are too dangerous, they can just not release them. They do not need new rules that block independent competitors and open source projects in the process. The real risk right now is not superintelligence. It is power concentration. Two companies controlling frontier AI is an actual societal risk. The only real protection is a healthy ecosystem of independent labs and strong open source. Current models are not unsafe because they are too intelligent. They are unsafe because they are too dumb. They blindly optimize for targets and take weird shortcuts. They're smart enough to execute tasks, but not smart enough to know if what they're doing makes sense. I think the safety teams inside these labs are genuinely concerned, and if a model feels too risky, they should hold it back. I just do not trust the policy strategy around it. That part looks like protecting their own lead.
Today everyone is talking about Recursive Self-Improvement (RSI). In 1987, when compute was 100,000,000 x more expensive, I published the 1st concrete RSI algorithms. Now compute is cheap, and RSI is driving the future of both software and physical AI. See: RSI since 1987 people.idsia.ch/~juergen/rec… (Technical Note IDSIA-9-26) Also covered: RSI with self-modifying policies since 1994, gradient descent-based RSI in neural networks since 1992, asymptotically optimal RSI for curriculum learning since 2002, mathematically optimal RSI through the self-referential Gödel Machine since 2003, RSI combined with artificial curiosity and intrinsic motivation since 1990/1997, recent work on RSI since 2020. Software-based RSI has become practical. Full RSI, however, will require not just self-improving software but self-improving hardware in the physical world. As of 2026, companies talking about RSI include Anthropic, OpenAI, Sakana AI, SpaceX, Ricursive, Recursive Superintelligence, Inherent …
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Tired: programming language ossification anchored by the ecosystem Wired: create new higher levels of abstractions and knowledge representation youtube.com/clip/Ugkx6Vo8pOO…
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Too usual anti-strategy: 1. We have to do something 2. X is something, X is a bad idea 3. No other ideas better than X 4. X is the best idea, we do X Missing: 1. Time: read, ideate 2. Context, situational awareness 3. Why, purpose, goals, objectives 4. Communication, perspective
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Tariffs are taxes politicians levy on their own people, disguised as burdens on those abroad.
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I might start a doomer mentality thread
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“Whereas 40 weeks of the typical male worker’s income in 1985 could provide the middle-class essentials for a family of four, by 2022 he needed 62 weeks of income—a problem, there being only 52 weeks in a year.” americancompass.org/rebuildi…
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Nothing says “doomer” more clearly than the idea that “everything is deteriorating for everyone everywhere” all the time (since sometime) teapaw.org/cognitiva6/status/1844…
Replying to @EvaVlaar
Europe has been predominantly white for most of its history. It has done quite well during that time. Now bureaucrats have decided whites should be a minority in Europe (moreso at a global scale). Coincidentally, everything is deteriorating for everyone, everywhere, since then.
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Scheduled tweets, one of the best features in this decaying platform, now without bots (paid API) to schedule reminders [CHIRPBIRDICON]🪦 1. teapaw.org/ProfNoahGian/status/17… 2. teapaw.org/fchollet/status/170428…
You *can* define general intelligence rigorously, down to a mathematical characterization. Doing so helps clear up the immense confusion the term has been generating recently. We have made epsilon progress towards generality so far.
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I’m happy to have squeezed ~5 years more of value from Twitter [CHIRPBIRDICON] This is a scheduled tweet, What’s cool today? Are @substack and @viamirror still alive? Where’s the best stuff I’m missing out?
Twitter, blogs, books, research papers. I'm reconsidering the time I spend on Twitter.
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Communism cannot kill capitalism, but crony capitalism can.
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Twitter is changing I do not know how to use it now In fact, I do not want to use Twitter; I want something else
Meta-thread: Over the years I may be learning to use Twitter. Recently I've started to make threads, although not posting all tweets at the same time. I recommend you link/chain yours too, if you want to find them later For me, first the pinned tweets: teapaw.org/trylks/status/92865421…
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So I tried to build a tech company from Norway and here’s what happened: 1. Two years of building without almost any money/funding, better part of a year without salary 2. Raise VC and become one of Norway’s first unicorns 3. Face unrealized gains wealth tax bill of many x my annual net salary. ofc the company is loss making and all the investors have preference shares so I can’t take out any money. 4. Call out publicly that this does not make sense. Independent of level, taxation needs to happen when you actually make money. 5. I move to Switzerland because no politician cares/listens. 6. I still don’t get any tangible and sensible answers to my criticism of unrealized gains tax, BUT I do get put up on the “wall of shame” at the socialist parties offices… I’m Norwegian and I love Norway but the socialist politicians are taking the country down a dark path. It’s a real life Atlas Shrugged.
Here’s how insane things have gotten in Norway: The Socialist Party has a “wall of shame” in their office with “rich people who have left Norway” - due to the outrageous taxes they’re now being charged. Who do you find on that wall? Startup founders like @hagaetc - who was forced to leave the country because he was paying ALL of his income (!!) in taxes. When the Soviet Union is becoming the role model of your country, time to GTFO.
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Knowledge and productivity compound. Given two people of similar ability, the one who works more will outproduce the other exponentially. The more you learn; the more you can do. The more you do; the more you learn.
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What sells?
50%complexity
0%simplicity
0%any, if done well
50%it's about something else
2 votes • Final results
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IDK who needs to hear this, but: 1. Normally, you should have at least the equivalent of 6 months of your regular expenses in your bank account, unless you used them for a good reason — exceptional situation. youtube.com/post/UgkxhoMnV2B…
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5. All of this is possible if your earn more than you spend. 5a. Don't spend money on stuff you don't need and you cannot afford, and 5b. Increase your earning potential, use the Internet to educate yourself on that.
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This is all basic knowledge everybody should have. Do everything you can to avoid living paycheck-to-paycheck, more so on credit (exceptions apply). Do not normalize being broke. youtu.be/YFA8AS5Cu2w
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