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Holy shit. I just got pwned. iPhone suddenly crashed, rebooted, locked. Checked router stats. Total exfiltration ongoing. Panicked, tried to shut off network. Router also locked. Unplugged router. Didn't matter. Router harvesting zero-point energy. As a last-ditch resort, tried to smash my iPhone. All the atoms in the hammer quantum-phased right through. Hackers got everything, all of it. All my penis pictures.
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Big tech companies have proven, time and time again, that they will do everything they can to screw over white hats, including actually rugging them.
We are entering a golden age for black hats, no doubt, but until big tech fixes their issue with paying people to secure their product, I expect way more black hat news than white hat news.
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please stop being credible quokkas and understand that cohere has a vested interest in spreading FUD about chinese models
if this is the best they can find...
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warlock.ai/blog/warcraftsim-…
Best game on best map
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reminder: vulnerability discovery and exploit development are not the same thing
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Everyone wants to draw conclusions about the future based on what they saw in the past. Usually this works really well for people, so why stop now?
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Since PHP is trending again(php2shell): It’s time to bump my old research about the Zend engine/PHP Internals :^)
github.com/0xbigshaq/php7-in…
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What you’re seeing right now is decades of technical debt finally catching up in one intense burst rather than a prolonged string of incidents.
There are decades where weeks happen, and weeks in which decades happen.
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Attack surface reduction is the one thing that reliably works.
Reducing the attack surface of deployed services and apps is a fundamental component of software that is secure by design. Earlier this year we tasked Claude with autonomously mapping and reducing the attack surface of 25 large and widely used OSS codebases. This blog post covers some of our methodology and a preview of the data we collected.
This research resulted in a significant reduction in OpenSSH pre-authentication attack surface (now fixed in 10.6). And over 500 findings where reachability could be reduced and configurations hardened to ensure security controls weren’t silently disabled.
anthropic.com/research/attac…
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AI capability growth continues to alarm. eMudhra scientists able to distill a cyberattack into a single-parameter model, which then escaped. Fortunately, 4, while somewhat common, is easy to block. What if the next incident is a less interpretable 6461 or -6? Lawmakers must act.
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Just finished releasing a preview version of WrathBench, a World of Warcraft agent workbench for evaluating LLMs wrathbench.shard.page/
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CLAUDE FOUND THE SEEDS
anthropic.com/research/ecdsa…
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I cannot let a steam engine analogy go by without bringing up John Wilkinson, perhaps the most underappreciated engineer of the Industrial Revolution.
Watt had figured out how to dramatically improve the steam engine, but he spent years struggling to actually manufacture one. The problem was embarrassingly simple: nobody could make a sufficiently round cylinder.
The casting and machining tolerances were atrocious. Watt complained that one 18-inch cylinder was out of round by as much as THREE-EIGHTHS OF AN INCH. Steam leaked past the piston. He tried packing the gaps with cork, oiled rags, paper, and apparently even old hats. Nothing worked particularly well.
Enter John Wilkinson, a British ironmaster whose immediate concern was manufacturing better cannons.
At the time, iron cannons were commonly cast around a core, introducing defects and misalignment that could make the barrels inaccurate or dangerously weak. Wilkinson developed a process for boring cannons from solid castings, and in 1774 patented a vastly improved boring machine.
The key innovation was almost comically mechanical: a massive, rigid boring bar, supported at both ends, that could cut a genuinely straight, circular hole instead of following the irregularities of the casting.
He adapted this technology to Watt's cylinders. By 1776, Matthew Boulton was boasting that Wilkinson had bored a FIFTY-INCH cylinder accurate to within the thickness of an old shilling.
Suddenly, the steam engine was a commercially viable machine.
And the story gets better. Wilkinson became one of Watt's first customers, buying an engine to drive the blast machinery at his own ironworks. The steam engine was now helping manufacture the iron that made more steam engines possible.
I find this whole episode absolutely extraordinary. The Industrial Revolution was, for a critical period, bottlenecked on the ability to make a sufficiently round hole.
We remember Watt, and rightly so. We remember the invention of the steam engine and the subsequent development of thermodynamics. But the man who made the machinery that made the whole thing possible is practically a footnote.
I think we consistently underestimate how much of scientific progress is actually downstream of advances in tooling, measurement, and manufacturing precision. It's not just that technology precedes theory. Sometimes the decisive breakthrough is that someone finally figures out how to build the thing the theorists have been talking about for twenty years.
Anyway, I think John Wilkinson deserves considerably more credit for modern civilization than he gets.
a few thoughts:
1. pretraining science is kind of like how people built quite good steam engines before they understood thermodynamics. “Science owes more to the steam engine than the steam engine owes to science.”-(L.J. Henderson). if nick is right, which i am pretty sure he is, progress points in the direction of more interpretability, and pretraining was "slouching towards monosemanticity". my guess would be that major breakthroughs in interp also advance capabilities
2. nick is a good friend of mine, safe to say my origin story at openai wouldn't have happened if i hadn't met him, and it's fascinating watching him operate and seeing the early drafts evolve into this. he's the most profoundly happy guy I know- not driven by guilt, activism, or religious terror, but by fascination. he of course understands the stakes of understanding neural networks, but it doesn't seem like the core reason he does it: he just loves the neural nets. afaict he's posting this from some beautiful hideaway in tokyo. there's a lesson in there for all the +EV maxers. i feel very grateful to have met him
3. i do think it's crazy how few people across the world were staring at neural nets growing: most have moved to a different level of behaviorist analysis, thinking about reward functions and test scores and whatnot. it does not bode that well for the major model companies, oai included, that fundamental breakthroughs like this are coming from outside. we've become too much of a pressure cooker focusing on local incentives, studying narrow tracks under old paradigms, mostly doing engineering, rather than fundamental research, and implicitly hoping the next model will figure it out
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I'm simply not going to have it output 100k loc
Code is literally useless. Code in fact is a liability. Having more code is actually worse overall. I am trying to solve problems with the least amount of code possible. This is very, very important
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The desert at the end of time hungers for twinks.
If you're a twink or twink-adjacent (i.e. work in AI Safety or within the borders of the Yookay) you have mere months to escape the real permanent underclass.































