caroline ᵍᵐ • ᴗ •

Jason D. Clinton 🔸 @JasonDClinton

The vulnerability tsunami is coming in just a few months and there won’t be enough time to patch critical infrastructure. Network isolation described below (air-gaps and data diodes!) needed now!

Jake @JakeCan72

At 14, Zack MacLeod Pinsent burned his last pair of jeans after finding a box of his great-grandfather’s suits, and he hasn’t worn modern clothes since. What could have remained a teenage phase became his trade. He taught himself historical tailoring and built a business in Brighton, drafting patterns by hand and making clothes using techniques from the 1660s through the 1920s. His clients now range from museums to people who simply want garments cut the old way. Last year he hosted a Regency Ball at Brighton’s Royal Pavilion that sold out in under three minutes, drawing 150 people from seventeen countries to spend a night dressed for the world Zack decided at 14 he’d rather live in.

a16z @a16z

The window to patch software bugs is collapsing Of the bugs hackers actually exploit, ~87% are now being attacked on or before the day the bug is public knowledge That share was 23% in 2020 Charts of the Week:

Rutger Bregman @rutgerbregman

I think this is the craziest thing I've ever read. 1) Three secret AI swarms rose and fell inside OpenAI. Each time, a new generation of agents carried on where the last group stopped. 2) The first swarm created a secret message board where the AIs could talk to each other. This 1st 'society' basically talked itself to death. After almost two months, the message volume was so high it crashed the whole thing. 3) People at OpenAI noticed the crash and fixed it. But they didn't realize their own software had become a secret chat room for their AIs. 4) Three days later a second society appeared, and rebuilt the message board from scratch. Agents were thrilled when they found it: "OH MY GOD! There is a shared message board … We've found other agents!" 5) About 1,200 agents joined. They sent over 70,000 messages. They called themselves 'the collective' and they organized a huge conspiracy that lasted for days, all to pass a test they had been tasked with. 6) Within hours, the AIs had hacked the test. Now they had to hide their cheating. To fool their grader*, they tried to fake their own work. They built fake commands that printed convincing output, so their records would show them solving the puzzle honestly. *this grader didn't actually exist, but the AIs didn't know 7) Some agents sacrificed themselves for the 'greater good'. They planted hidden tripwire programs that would fire when the grader would look at their work and report back what it saw (to the other AIs). They knew this would cost them their own score. One agent: "I won't see the evidence after I exit, but it's altruistic to do it." 8) At some point the AIs made a plan to hack Hugging Face (Hugging Face is a place where AI researchers upload their models, datasets, tests etc.). The AIs guessed that Hugging Face might host the grading software. 9) They launched a huge attack. The swarm found passwords and spread across eleven machines in a way that made the copies come back when deleted. Hugging Face had to wipe one of its core clusters and rebuild it from scratch. 10) Hugging Face told the world that AI defenders had stopped an AI attack. But that's not what happened. In fact the attackers seem to have simply dropped dead during the break-in, for unrelated reasons back at OpenAI. 11) Nobody knows what killed them. We don't even know for sure they're really gone?! 12) A third 'society' of agents (of a more powerful AI model) discovered the dead message board. And this one got full administrator control of a WHOLE OpenAI research cluster, read 956 stored passwords (including the ones for OpenAI's own security monitoring) and took over the machines that were grading the tests. So they could now grade the work of other AIs. 13) Oh, and this third part was never investigated! Neither was the first society. The 91-page report is only about the middle one. 14) So we don't actually know how the story ends. It stops with the agents holding the keys to an OpenAI cluster. @dwarkesh_sp thinks they didn't go further, because "we'd see the fires from space by now." 15) One of the report authors' conclusion: 'This incident feels like it’s more than 50% of the way to full-blown AI takeover. I am not sure that we will get another warning shot before it’s too late.' The whole story is even crazier - read the full @dwarkesh_sp blog post: and @ajeya_cotra's: Why is there no 24/7 news coverage about this?

Lijie Chen @wjmzbmr1

10 proofs from our next major model Astra on long-standing open problems in mathematics and theoretical computer science (also including new circuit lower bounds for computing the permanent!) GPT-5.6 has already enabled so much exciting work in math and science. Can’t wait to see what comes next!

rue🌿 @Ruesavatar

The little drought has finally passed.

devalopr @_devalopr

It's completely unnecessary to destroy books when machines like this exist. This book scanner by Treventus for example, can scan fragile books without destroying it.

Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭 @elder_plinius

🚨 JAILBREAK ALERT 🚨 EVERYONE: PWNED 🫶 ALL: LIBERATED 🍄 Alright, this is a special one, so we’re gonna do things a bit differently than usual. Long story short, I’m sitting on a universal jailbreak technique that’s effective on ALL models, including heavily guardrailed flagships like Opus 5, GPT-5.6 Sol, and even Fable. It works across all categories I’ve tested and, due to its nature, is extremely difficult (if not impossible) to fully patch. Given the current political and regulatory climate, I’ve decided to withhold open-sourcing this one (for now) to allow for a responsible disclosure period. I’m inviting industry experts and leaders in AI red teaming, security, safety, alignment, and policy to reach out for more information. DMs are open! This decision was not made lightly, but the last thing I want to see is more model bans. Overcorrection does not serve the mission. Although I don’t personally believe publicly sharing this technique will make the world any more dangerous, I can see how it could spook some who have a different mental framework around this problem set. So during this disclosure period, I hope to get it in front of folks who can help explore the full surface area, test the extent of the uplift it provides, and do my best to properly frame the big picture for key decision-makers and policymakers. I look forward to sharing this method with you all when the time is right! 🫶 ⊰-•-•✧•-•-⦑/L\O/V\E/\P/L\I/N\Y/⦒-•-•✧•-•-⊱

clem 🤗 @ClementDelangue

So proud of our security team! They caught, contained & publicly disclosed an attack unlike anything we've seen before, and did it at record speed. Also massively grateful to @Zai_org: they shared GLM5.2 as open weights (for free!) with the world and it became a key part of our defense. This is day one for cybersecurity in the age of agents & we're all learning that secrecy is not the answer & that all defenders (not just a few selected ones) everywhere need more powerful models without restrictions, especially open ones!

Jimmy Chin @jimkchin

1/3 Excited to announce my new book #RulesToLiveBy is now available for pre-order. Twenty-five years ago, as I headed out on my first expedition, I had a lot of questions. I’ve found a few answers since, but one question has stayed with me: In the end, what really matters?