Design for a world with safe AI – @apolloaievals, @bluedotimpact, @epochairesearch, @horizonIPS.
Berlin
Joined July 2008
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In a centralized world, the highest form of system design is public policy plus its implementation.
In a decentralized one it’s probably Ethereum.
Then: Designers kept dreaming up "just one more feature" until the devs went grey.
Now: Designers vibe-code slop straight into prod until the devs go bald.
Some things never change…
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Insane for education. Next step, world models.
Imagine every pixel on your screen, streamed live directly from a model. No HTML, no layout engine, no code. Just exactly what you want to see.
@eddiejiao_obj, @drewocarr and I built a prototype to see how this could actually work, and set out to make it real. We're calling it Flipbook. (1/5)
What I'm talking about when I tell people China is doing more for AI safety than the US, because rogue AI is considered a direct natSec threat to the Politbüro – and why the whole "if we don't do it, China will" storyline is just a smokescreen by the usual careless people.
China classifies AI safety as a national security issue with cybersecurity, biological security & natural disasters.
Kwan Yee Ng outlined China’s policies: model registration, safety checks for AI, and AGI safety pilots in Beijing, Shanghai, etc.
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Great visualization.
Frontier AI data center capacity, based on data collected by @EpochAIResearch. It doesn't include every single one, as they focus on the largest ones.
Few things stand out:
- 2026 will have a huge amount of cpacity come online
- Anthropic will lead at some early points in 2026
- 2027 onwards OpenAI has the most projected capacity at the moment, by far
My brain these days: Great, now we just need to figure out how to tax the shrinking pool of workers even harder to sustain all these new conservatives, since taxing billionaires properly never quite worked out.
Scientists just found a protein that reverses brain aging. This is even bigger than you think.
Researchers have found a protein that appears to change everything – it rejuvenates the aging brain.
Lets have a look, i'll break it down. A 🧵
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Um… comparing a +65y old logo nobody remembers with a famous rebrand that’s still alive is the difference between stealing bread fresh from a bakery vs. digging up a moldy ’60s sandwich even the rats gave up on.
The Perplexity logo originated in 1967 by the University of New York State.
It represented a "radial cluster of books" which "symbolized knowledge".
Sound familiar to a logo Mike created?
Yo @perplexity_ai please remove your logo.
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Still one of the most sickest logo designs I have seen in the last years that captures the essence of a brand in a way words cannot describe.
I feel like everyone just tried to design globes since this thing went live on brandnew.
Exposure - this logo was one of the first that went up on brand new and people actually took us seriously as a studio. It’s also our most ripped off logo by far.
cc: @lukesbeard thanks for filing all the trademarks dude.
medium.com/smith-diction/wor…
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The amount of boredom Christian monks must have felt can probably be extrapolated from the size of the initials they used in their books.
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Food for thoughts 🤖
1/10 Today we're launching FrontierMath, a benchmark for evaluating advanced mathematical reasoning in AI. We collaborated with 60+ leading mathematicians to create hundreds of original, exceptionally challenging math problems, of which current AI systems solve less than 2%.
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Fast, net-zero, affordable – looks like @AstroMechanica is about to decarbonize the aviation industry. 💫
“This is a system that will enable the sub-thousand dollar ticket from San Francisco to Tokyo in 3.5 hours.” - @AstroMechanica‘s @ianbrooke
Timestamps:
0:00 - Welcome to Hard Reset
1:18 - Astro Mechanica HQ
2:46 - An affordable, electric plane
3:16 - The tech powering AM
4:25 - A turboelectric, adaptive engine
8:45 - Chaos vs. order
12:15 - Choosing liquified natural gas
14:01 - The hot fire test
15:09 - The toast test
16:39 - A ‘Hard Reset’ on air travel
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Wouldn’t have believed 20y ago that The Day After Tomorrow could become science fact during my life time, but here we are.
10% prob of AMOC tipping point by 2037.
90% prob by 2064 with current models.
Climate change is accelerating and the world’s most pressing crisis.
The risk of an #AMOC shutdown - explained in 15 minutes at the Arctic Circle in Reykjavik on Saturday.
I had the honor of presenting a letter by 44 experts warning of that underestimated risk to many countries.
Watch the video: youtu.be/k0FUZKQhU6U?t=197
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