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Andrew Kelley Site
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17 September
16 September
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Their words
AI plausibly increases the risk at the margin. Whether that increase is small or catastrophic depends on factors such as AI capability trajectories, biosecurity responses, governance, etc.
What AI can and cannot do in biosecurityyourlocalepidemiologist.substack.com
14 September
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Their words
When liability exposure approaches 0—when no one pays the price for unverified failures—verification budgets collapse...Deployers flood the Runaway Risk Zone with unmonitored agents, capturing the gains of automation while socializing catastrophic risks.
12 September
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Their words
They tended to underweight the endogenous response of political and military institutions to the catastrophe—the emergence of second-strike forces, elaborate command systems, crisis management, and above all mutually assured retaliation.
11 September
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korrents.com
Germany's crisis is too deep to be solved by conventional tax, spending, or regulatory adjustments.Their words
Germany is in trouble. But the trouble goes deep and cannot be addressed by "more of the same" socio-economic measures in the domain of taxes or social spending or regulation.
10 September
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Their words
I put the probability of complete extinction as being so low it isn't worth discussing, but the probabilities of AI caused disasters - e.g. cyber attacks on critical infrastructure or bio-risks - as being worth debating.
9 September
1 September
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korrents.com
Switching to sustainable energy is the one effective, scalable tool available to prevent catastrophic climate change.Their words
"Just switching to sustainable energy" is in fact the one good, scalable weapon we have to fight that
31 August
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Their words
in education there's a concept that I think is really poison and why we have trouble innovating in education which is there's a view that you must serve everybody all at once for free like just anything you do in education no matter who it's for they're like I'm going to come up with a counter example where it doesn't work for everybody all at once for free and that's not how products are developed
29 August
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korrents.com
Global warming is destabilizing mountain glaciers, making catastrophic glacial-lake outburst floods more frequent.Their words
As the planet warms, the entire region's frozen mountain slopes are becoming less stable, making glacier collapses-and the catastrophic floods they can unleash-far more likely.
26 August
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korrents.com
Finishing one piece of work, even a failed one, permanently removes the difficulty of finishing.Their words
Once you finish—even one time, even on a project that ultimately fails—you will never have trouble finishing again.
24 August
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korrents.com
A cabin in literature typically serves as an escape from trouble or a place where new trouble is found.Their words
The cabin is a classic literary setting. It's the getaway spot where characters can flee to escape their troubles or journey to in order to find new ones.
Processing: How Josh Riedel Edited Thirty Cabinscountercraft.substack.com
20 August
18 August
7 August
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korrents.com
It is very hard to actually get stuck, because the action space is always larger than it appears.Their words
Now, the good news is that in my experience, it's very difficult to actually get stuck. Um, you can get yourself into trouble and the action space is always larger than it appears.
29 July
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Their words
The transformation to come will be decidedly nonlinear, meaning it will not occur as small impacts over many years but rather a series of infrequent, huge events of enormous destructive power.
12 July
2 July
1 July
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Their words
So, we're going to see people get into those where they're like, "Well, I vibe code the tip of the iceberg. I throw away the rest of the iceberg and now I'm in trouble because now I don't know what to do. Now I get to these downstream problems that I didn't even know existed." So, we're going to see on the on the side of the the the vibe coding replacers, we're going to see that kind of a naivity play out.
7 June
23 May
11 March
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Their words
The problem with AI right now is it’s overconfident in what it tries to deliver.
9 December 2025
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Their words
the reason it's a catastrophic way to be paid my argument is that marketing is actually fat tailed so is innovation R&D pharmaceutical research science okay in other words 5 to 10% of what you do delivers perhaps 110% of the value
26 November 2025
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Mixed onrcmnd.app
Fantastic FourTheir words
Fantastic Four. It was ok? Aside from a few things, I’m having trouble getting excited about post-Infinity Saga Marvel. There was just a special alchemy about that whole arc that is proving impossible to reproduce. (B)
20 November 2025
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Their words
Learning loss is a global phenomenon, exacerbated by a catastrophic event, not a structural flaw unique to the American education system.
8 November 2025
26 September 2025
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korrents.com
Deep learning generalises badly, and catastrophic interference with what a network already knew is the proof of it.Their words
so we know deep learning is really bad at this for example we know that if you train on some new thing it will often catastrophically interfere with all the old things that you that you knew
29 August 2025
15 August 2025
4 August 2025
22 July 2025
12 February 2025
19 January 2025
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Their words
Focusing on these earned channels that you own becomes the utmost priority. And if you don't have them on your growth road map, you're going to be in some really big trouble over the next year to two years because your cost of acquisition is only going to go up.
1 October 2024
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korrents.com
Most people find writing hard because writing well requires thinking clearly, and thinking clearly is hard.Their words
The reason so many people have trouble writing is that it's fundamentally difficult. To write well you have to think clearly, and thinking clearly is hard.
15 April 2024
23 January 2024
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Their words
The trouble with Xi Jinping is that he is 60 percent correct on all the problems he sees, while his government’s brute force solutions reliably worsen things.
29 December 2023
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Their words
At a higher level, the real event was a catastrophic failure of the industry's strategy of relentlessly shouting as loud as they can "Hey, get off our case, we're busy saving lives here!"
My Automated Vehicle Safety Prediction for 2024safeautonomy.blogspot.com
31 December 2022
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korrents.com
Maintainers of widely used open source software are not adequately funded, and that is a real and unsolved problem.Their words
Hell even worse, a lot of the libraries that underpin the fabric of what we all call the digital economy have trouble getting enough money to pay for food.
9 August 2022
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korrents.com
Decision-bias research is itself biased, studying only how heuristics fail and never the strength they supply.Their words
Um but nobody has done research on the positive side of these heuristics. And so, I think that's a bias on the part of the decision bias researchers that they're only looking at the down arrow. How do these heuristics get us in trouble? And they're not looking at the strength of these heuristics.
16 August 2021
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Their words
The trouble is that human beings can't really function, let alone thrive, when their primary psychological identification is with things like "the news cycle" or "history" or "the course of world events."
30 June 2021
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Their words
A new or innovative system that involves changes to the process thus incurs a significant risk penalty that would likely exceed the expected benefits of the innovation.
Why It's Hard to Innovate in Constructionconstruction-physics.com
15 August 2019
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korrents.com
Academia has serious problems, but they are not as catastrophic as they look from outside it.Their words
academia has a lot of problems and it could work much better. However, these problems are not as catastrophic as an outside perspective would suggest.
8 April 2019
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Recommendsrcmnd.app
Thirteen: The Apollo Flight That FailedTheir words
This book covers the mission and the details of the recovery efforts and the incredible work by Mission Control and by the astronauts to get the crew home safely after a catastrophic failure no one had even begun to plan for.
4 January 2017
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