Training body, mind, and craft with the same discipline. Come delulu with me. ⬇️ (Discounts, Store, ++) - Goal: L5 Optimization

Gunter, gunter...
Joined September 2011
Hi #PortfolioDay ! (available 4 commissions/work, I speak 🇪🇸🇺🇸) Story with art is my jam! 🦕Johanna Mesa Ramos 🕸️linktr.ee/chayemor 🍯Looking 2 work in animation & books! 📩[email protected] #under500gang #KidLitArt #VisibleWomen #digitalart #illustration #animation
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Replying to @theonejvo
How does AI change the picture for something like this? It shortens the distance between “a vulnerability has been talked about” and “a vulnerability is being exploited.” Look at what’s already public today: the CVE numbers, the component reportedly involved, the bug class, the configuration setting people are recommending be turned off, a proof of concept, screenshots of a tool, and dozens of blog posts and threads speculating about the mechanism. Some of that will turn out to be wrong, but for an attacker with capable AI tooling, it doesn’t need to be perfect. It needs to be enough to point the model at the right part of PHP’s source code and tell it what kind of flaw to look for. PHP is open source, so an adversary can feed the relevant code, the public research and the leaked details into an AI system and have it reason through how the bug works, generate test cases, and iterate on a working exploit far faster than a human team could a few years ago. Even partial or inaccurate information narrows the search enormously, and each failed attempt teaches the system something. Well-resourced criminal groups and state actors are already working this way. So the honest assumption for defenders is that someone, somewhere, may have a working exploit before the official patch is even released, and certainly before most organisations have applied it.
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Johanna Mesa Ramos (JMR) retweeted
Lot's of PHP questions going around so I thought I'd put break it down in a thread 🧵
CISOs, Security Managers, Developers whoever you are reading this, if you use PHP - you need to put a few people on overtime and lock them in a room for the next 72 hours so they can ensure your attack surface is patched. Theoretical temporary mitigation's might include the below. php.ini: session.upload_progress.enabled = Off Then upgrade to the latest version after 2pm UTC
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Impossible to keep up 💪
GPT-Rosalind surfaced a new lead for drug discovery: could restoring cholesterol transport protect neurons from degeneration? DCTN1 is a gene linked to Perry syndrome, a rare neurodegenerative disorder. In mouse-brain data, disrupting it increased expression of genes involved in making cholesterol. GPT-Rosalind suggested a possible explanation: cholesterol may not be reaching where neurons need it. That gives scientists a specific mechanism to test and, if confirmed, a direction for developing new treatments for neurodegenerative disorders. With @perturbai_tx and @scrippsresearch, a team of thousands of GPT-Rosalind agents worked in parallel, connecting gene-expression results from millions of mouse brain cells with scientific literature in just 32 minutes. We’re now expanding this collaboration to identify new drug targets. openai.com/index/scaling-ai-…
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fear not! this is no cyberpocalypse this is the internet’s immune system finally waking up to an illness it has always had a mere fever the 0days were always there the only thing that changed is awareness now we begin the healing process ⚕️
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Taylor Swift's silence on the PHP CVE is deafening
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Working your whole life just to afford the right to exist. We call this normal. Future generations (and we in the future) will call it barbaric.
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Holy damn
OpenAI models helped researchers—operating as part of our Patch the Planet initiative—discover critical security flaws in PHP, an open-source programming language used to run an estimated 70% of websites. Over the past two months, we led a coalition of maintainers, researchers, and security providers to prepare fixes and protections ahead of disclosure. This duration was necessary because the fix was quite intricate and required a major change to the PHP engine. Every site using PHP can now safely upgrade their version to stay secure, in addition to applying mitigations from various security vendors. Due to the severity of these flaws and PHP’s widespread use, we consider this bug to be one of the most impactful vulnerabilities in recent memory. It also marks a new phase, where AI can find security bugs with internet-scale impact. This is an example of the Defender’s Window in action: to our knowledge, frontier AI was able to find this vulnerability ahead of attackers, giving defenders time to prepare. openai.com/index/coordinated…
Readers added context they thought people might want to know
Wiz Research wasn't the first one to discover the exploit. An independent researcher first discovered it: x.com/calif_io/statu…
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What a thread ⭐️
One concept I wish more people were aware of is the Tocqueville Effect. Named for Alexis de Tocqueville, this concept describes the curious phenomenon by which people become more frustrated as problems are resolved: As life gets better, people think it's getting worse!🧵
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Johanna Mesa Ramos (JMR) retweeted
We’ve acquired Orchestra Bio, a platform that helps biopharma teams coordinate the complex process of drug development. Together, we’ll build on Rosalind, our AI models and tools for life sciences research, to streamline those operations and help new treatments reach patients sooner. Welcome @ashokaraj_ and team! openai.com/index/openai-to-a…
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Johanna Mesa Ramos (JMR) retweeted
Just a reminder about something I said a few years back: “addiction is a progressive narrowing of the things that bring you pleasure.” “Enlightenment (for lack of a better term) is a progressive expansion of what brings your pleasure.” Are you addicted to something? If so, what?
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To create my claude.md, I had it read: - my favorite programming books + blogs - the best oss projects - the code of the engineers I respect the most Claude (when given proper instructions, constraints, and context) now writes better code than me, almost always.
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Johanna Mesa Ramos (JMR) retweeted
We're expanding access to GPT-Rosalind for academic research. The new Rosalind Academic Plan helps scientific labs bring AI into the work of understanding biology, exploring ideas, and deciding what to test next—with sponsored access for eligible labs at U.S. universities. Academic research starts with questions whose impact may take years to impact human health.
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Lets mf go
2030s are going to make the 2020s look like the stone age.
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Today's luxury is tomorrow's standard. That's how progress works.
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Being an optimist doesn't mean thinking everything's great. It means believing we can fix things.
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Johanna Mesa Ramos (JMR) retweeted
“It took just 6 days and $40,000 of compute to construct an exploit that affects a billion users of Chrome on Windows. An intelligence-agency veteran told me his team used to spend 6 months on this kind of vulnerability.”
For the second time in Google Chrome’s history, Google awarded a $250,000 bounty for a full-chain exploit… to @XBOW. Here’s the full story: At an all-hands at the start of 2026 in Malta, I set the team a crazy challenge. A full-chain exploit of Chrome by the annual Black Hat cybersecurity conference in August. I believed there were few better tests of whether @XBOW could move beyond web applications to desktop software, servers and devices. Chrome is one of the most hardened pieces of software on the planet, used by more than half the world’s population. A full-chain exploit lets an attacker take total control of a machine, where they can read every email, password and bank login the user types. You don’t need to download anything or click a phishing link. Visiting the wrong site is enough. So @moyix, Andres Luksenberg, Baul Lee, and Willem Pinckaers took on the challenge along with a fifth teammate: OpenAI's GPT-5.6 Sol. They built a chain they thought would win, but Google told us they already knew one of the bugs. We were already in Las Vegas for Black Hat and DEF CON, and the team didn’t want to go home without the win. So Brendan and the agents built a new exploit in just 6 days. We submitted it to Google and waited. The news came through that we'd done what should’ve been impossible. A full-chain bounty of $250,000, the first awarded under Google’s 2026 rules. It took just 6 days and $40,000 of compute to construct an exploit that affects a billion users of Chrome on Windows. An intelligence-agency veteran told me his team used to spend 6 months on this kind of vulnerability. My takeaway: the cost of finding truly critical vulnerabilities is collapsing, for attackers and defenders alike. Restricting powerful models is not the answer; GPT-5.6 Sol is already public. But defenders have one advantage attackers never will: they can test their own code first. Assume your software is exploitable. Whoever is hunting your bugs has the same building blocks we did. This is cause for urgency but not panic. XBOW is now developing an autonomous product for testing compiled software (desktop applications, servers, embedded devices), and partnering with the world’s top organizations to design that product. If you’d like to be one of them, get in touch. P.S. Restart Chrome whenever the Update button appears!
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Johanna Mesa Ramos (JMR) retweeted
Tests defined to infer if they are experiencing genuine inner psychological analogue vs them being damn good at role playing, has me delighted about the introspective discoveries we´ll find as we try to debug our own code in an effort to determine AI as conscious/intelligent
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