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From Here to the Final Frontier: Understanding Star Trek's Post-Scarcity Economy and How We Might Actually Build One
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Today’s biggest artificial intelligence startups make no shortage of bold promises. Their technologies, some boast, will revolutionize software development, drug discovery, and scientific research.
Yet a new preprint suggests many of these firms barely participate in one of science’s most fundamental practices: publicly documenting discoveries in scientific literature so other researchers can evaluate and build on them.
More than half of #AI unicorns—private companies valued at more than $1 billion—have never played a leading role in publishing a scientific paper or preprint, according to the new analysis.
Learn more: scim.ag/4xaNAIO
ALT AI’s top startups are barely publishing their research More than half of AI “unicorns” have never published a paper or preprint
gª|¡Þ€ªµ 高德威 retweeted
Computer scientist Juergen Schmidhuber suggests our universe is a simulation running from a single algorithm.
This means the entire future is already computed and stored inside the cosmic storage.
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Chinese AI labs are doing serious numbers.
I looked up all the reported and leaked numbers of the 5 big independent labs: Moonshot (Kimi), DeepSeek, Zhipu (GLM), Kuaishou (Kling), Minimax and the 2 hyperscaler labs: Bytedance (Seedance) and Alibaba (Qwen).
The private labs are doing $2.6B in revenue run rate. Still behind the big 2 labs, but 4 of 5 are in the top 25 of global AI companies by revenue.
With Kimi K3 dropping and Seedance 2.5 coming soon, China continues to close the gap on LLMs and extend their lead on video. The AI race just does not stop.
Disclaimer: some of the numbers on growth, revenue, gross margin and valuations are either being sought, rumored and purported by third party sources and not straight from the company. For example, DeepSeek numbers come from the Information and Zhipu from a Macquarie analyst. The public ones are listed in the Hong Kong exchange where only half year financials are mandatory, not quarterly.
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“AI will force us to redesign school.”
Demis Hassabis, CEO of Google DeepMind, says AI should teach knowledge while classrooms develop human skills.
Education shifts from standardized instruction to personalized learning, creativity, judgment, and collaboration.
AI does not replace school. It changes what school is for.
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🧠 New research shows the smartest age in life is 55 to 60 – not in your 20s.
While youth is often seen as the peak of brainpower, science now suggests the smartest age in life may actually be between 55 and 60.
Although raw cognitive abilities like memory and processing speed tend to peak earlier—typically in a person’s 20s or 30s—new research shows that overall psychological functioning continues to improve well into later adulthood.
A comprehensive study analyzing 16 traits across the lifespan found that key dimensions like emotional intelligence, conscientiousness, and resistance to cognitive biases don’t just hold steady—they often get better with age.
For example, conscientiousness, which affects reliability and focus, tends to peak around age 65. Emotional stability continues to rise into the mid-70s. Even moral reasoning and the ability to sidestep mental traps like confirmation bias improve as people get older. When all of these traits were combined into a single performance index, late middle age stood out as the brain’s all-around high point—decades after society typically labels us as past our prime. This may explain why leaders and thinkers often hit their stride later in life: experience, emotional regulation, and wisdom create a kind of intelligence that can’t be rushed.
Source: "Worried about turning 60? Science says that’s when many of us actually peak." The Conversation, 14 Oct 2025.
ALT 🧠 New research shows the smartest age in life is 55 to 60 – not in your 20s. While youth is often seen as the peak of brainpower, science now suggests the smartest age in life may actually be between 55 and 60. Although raw cognitive abilities like memory and processing speed tend to peak earlier—typically in a person’s 20s or 30s—new research shows that overall psychological functioning continues to improve well into later adulthood. A comprehensive study analyzing 16 traits across the lifespan found that key dimensions like emotional intelligence, conscientiousness, and resistance to cognitive biases don’t just hold steady—they often get better with age. For example, conscientiousness, which affects reliability and focus, tends to peak around age 65. Emotional stability continues to rise into the mid-70s. Even moral reasoning and the ability to sidestep mental traps like confirmation bias improve as people get older.
We keep trying to tax the robot.
Four times over.
Asia is quietly taxing something smarter.
linkedin.com/pulse/we-keep-t…
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gª|¡Þ€ªµ 高德威 retweeted
this is f*cking gold
my friend running a $40.000 MRR one-person business just shared his entire blueprint
no team, no office, just Claude Code, a folder of skills and the right workflow
the whole system in one image:
gª|¡Þ€ªµ 高德威 retweeted
🚨 THE BLOOD CANCER STORY THAT SHOCKED THE INTERNET
A viral claim says Vietnam has discovered a cure for leukemia. The truth is even more interesting. Scientists and doctors in Vietnam have achieved remarkable success using advanced CAR-T cell therapy, helping some leukemia patients reach remission by turning their own immune cells into cancer fighters.
While this is not yet a guaranteed cure for all blood cancers, it is a major medical breakthrough that is giving new hope to patients around the world.
Source:
Vietnam National Assembly Newspaper. (n.d.). For the first time, Vietnam treats acute leukemia with CAR-T cell therapy.
ALT 🚨 THE BLOOD CANCER STORY THAT SHOCKED THE INTERNET A viral claim says Vietnam has discovered a cure for leukemia. The truth is even more interesting. Scientists and doctors in Vietnam have achieved remarkable success using advanced CAR-T cell therapy, helping some leukemia patients reach remission by turning their own immune cells into cancer fighters. While this is not yet a guaranteed cure for all blood cancers, it is a major medical breakthrough that is giving new hope to patients around the world. Source: Vietnam National Assembly Newspaper. (n.d.). For the first time, Vietnam treats acute leukemia with CAR-T cell therapy.
The #SSRN #AI research paper introduces four linked concepts:
* The Metabolic Rift of Intelligence
* S_norm, a power-shift index building on Stiefenhofer (2025),
* The Utility-Dignity
* The Legitimacy Window
papers.ssrn.com/sol3/papers.…
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Demis Hassabis explains why static AI regulation is obsolete before it is written.
"We're in a kind of prisoner's dilemma where anyone who, by definition, if you take more time to release something or make something safer, that's harder than just putting it out there and letting it see what happens."
"A defector has some advantage, and this is the classic problem with the race to the bottom dynamic. We've got to change that somehow and I think urgently."
"Anything to do with regulation, it's too slow. Every week there's something new. If we were to regulate something two years ago, it'd be just like ancient history now."
"It needs to be dynamic, which usually that word doesn't go with regulation. It's got to be light, fleet-footed, and informed by the latest developments so that it can adapt to where the actual risk is."
"The pace of the progress is running ahead of the understanding of it. We need some form of really almost smart regulation that is required, that is dynamic and can adapt with the times very quickly."
The named artifact is dynamic regulation: rules that update at AI speed, track real risks, and remove the advantage from cutting safety corners.
Call it the assurance layer. Testing, evidence, audits, and accountability have to move as quickly as the systems they govern.
P.S. This is why we are convening the AI Assurance & Governance Summit 2026 at Stanford Faculty Club on Oct 1. Frontier labs, regulated industries, investors, researchers, insurers, and trust evaluation builders will be in one room. Reserve a seat: trustmodel.ai/summit2026
- Demis Hassabis (@demishassabis), CEO of Google DeepMind, at @StanfordGSB
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🧠 YOUR BRAINS CAN SYNC WITH OTHER PEOPLE!
What if your brain could quietly connect with someone else's? Scientists have discovered a phenomenon called interbrain synchrony, where the brainwaves of people who are deeply engaged in conversation, learning, or music begin to match.
It's not telepathy—it's the brain syncing through shared attention. Exactly how it happens is still a mystery, and researchers are only beginning to unlock its secrets.
Source:
Dikker, S., et al. (2017). Current Biology, 27(9), 1375–1380.
ALT 🧠 **YOUR BRAINS CAN SYNC WITH OTHER PEOPLE!** What if your brain could quietly connect with someone else's? Scientists have discovered a phenomenon called **interbrain synchrony**, where the brainwaves of people who are deeply engaged in conversation, learning, or music begin to match. It's not telepathy—it's the brain syncing through shared attention. Exactly how it happens is still a mystery, and researchers are only beginning to unlock its secrets. **Source Dikker, S., et al. (2017). *Current Biology, 27*(9), 1375–1380.
gª|¡Þ€ªµ 高德威 retweeted
"Every country will be run by AI within 30 years, 40 at most."
Emad Mostaque (.@EMostaque), founder of @StabilityAI, believes NO ONE is ready for what's coming.
His 8 predictions on how the world changes in the next few decades:
1) AI will cure most diseases within 10 years
gª|¡Þ€ªµ 高德威 retweeted
🚨 IBM Says 2026 Could Change Everything About Computers!
Imagine a computer so powerful it can solve problems that even today’s fastest supercomputers struggle with. IBM has announced that 2026 may be the year quantum computers finally outperform classical computers on real-world tasks. This isn’t science fiction — it’s a bold prediction straight from the tech giant’s roadmap.
Experts call this milestone “quantum advantage,” and it could revolutionize everything from medicine to climate modeling. But here’s the twist: this power won’t be for all problems, just the ones quantum machines are uniquely built to handle. Could we really be on the edge of a new computing era… sooner than we think?
Stay tuned, because the future might arrive faster than anyone expects.
Source: IBM. (n.d.). Five predictions for technology in 2026. IBM Think
ALT 🚨 IBM Says 2026 Could Change Everything About Computers! Imagine a computer so powerful it can solve problems that even today’s fastest supercomputers struggle with. IBM has announced that 2026 may be the year quantum computers finally outperform classical computers on real-world tasks. This isn’t science fiction — it’s a bold prediction straight from the tech giant’s roadmap. Experts call this milestone “quantum advantage,” and it could revolutionize everything from medicine to climate modeling. But here’s the twist: this power won’t be for all problems, just the ones quantum machines are uniquely built to handle. Could we really be on the edge of a new computing era… sooner than we think? Stay tuned, because the future might arrive faster than anyone expects. Source: IBM. (n.d.). Five predictions for technology in 2026. IBM Think
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Max Tegmark, MIT Professor says if superintelligence is unleased, it will be the end of humanity.
"In my professional opinion, based on a paper we published in the top AI conference in Europe recently, they're actually sugar-coating it. I think it's likely to be a lot higher than 20% risk that we basically end civilization as we know it if you steam ahead with completely unregulated AI."
"What the companies are very openly admitting that you're trying to build here is not just some slightly smarter chatbot, some ordinary technology."
"They're saying they want to build superintelligence, which by definition is AI that's so smart that it can outperform by huge margins humans at every job. And they can also, with incredible skill, control robots and other machines."
"If you want to know what happens if you unleash millions or billions or trillions of vastly smarter than human intelligence agents on the planet, just go down to the Washington Zoo and ask yourself, who's in the cages? Is it the smartest species around or not?"
PS. If you found value in this post make sure to like and repost this tweet + follow @uncover_ai to stay updated with the latest AI news.
See you in the next one:
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Jack Dorsey says the real danger isn't open source AI, it's five CEOS deciding what the world is allowed to build with AI.
"These AI companies are building platforms and they're all incentivized around their own particular models. You have to ask them for permission, you have rate limits, and you have all these things. Even what the models spit back are constrained."
"What are the technologies where you don't need permission from a company, from a CEO, to work on what you want, to build what you want, to build a business around that? Those are the things that are durable. That's why these open protocols are significant and important."
"It limits the potential of really great ideas bringing humanity forward because it's a decision of a group of CEOs that think they know best. They may know best for their company, but they don't know the best for the creativity of the world and what people actually want to do with it."
"Fortunately, there's a great movement in open source AI, and DeepSeek was an important moment in this space for exactly that reason to show a different path and to provide something that is not only competitive but better than the models that the corporations are putting out there."
"We should not be reliant upon five companies telling us that they know best, and there should not be open source because it's dangerous. No, we should have these things in the open and race towards solutions that stay ahead of all the dangers."
PS. If you found value in this post make sure to like and repost this tweet + follow @uncover_ai to stay updated with the latest AI news.
See you in the next one:
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A 17-year-old Thai equestrian champion is using #AI to make a difference beyond the arena.
"Homey" Preyahathai Aroonvanichporn has developed an artificial intelligence system to help therapists measure the progress of children with disabilities undergoing #hippotherapy, making treatment more objective and data-driven.
#Youth #Innovation #TechForGood
The Metabolic Rift of Intelligence: S norm, Utility-Dignity Gaps, & the Legitimacy Window in AI Political Economy
Research for forthcoming book, Citizen 5.0: A New Social Contract for Artificial Intelligence CRC Press
papers.ssrn.com/sol3/papers.…
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gª|¡Þ€ªµ 高德威 retweeted
Mijns inziens is dit een van de beste use cases voor AI-videocontent op dit moment. Een AI-influencer reist terug in de tijd naar 1536 om te vloggen over haar ervaringen in Tudor-Londen.
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Tim Dillon had a brutally funny take on Gen Z’s approach to work.
He says a lot of them have figured out the whole system feels like a scam, so they’re treating it like one. Fake mental health days, quiet quitting, weaponizing HR language, doing the bare minimum while demanding maximum accommodation.
And Tim’s reaction? “I’m for it.” They’re just using the playbook society handed them.
This is what happens when trust in institutions and old-school work ethic collapses. People stop playing the game seriously and start playing the system instead.
Do you think Gen Z is smart for gaming a broken system, or is this approach ultimately making things worse?