🚨 AI Safety Crisis Analysis: Behind the ">10% extinction" curtain: Liability Evasion An Anthropic researcher quit. A safety lead backed him. 100 million views. The public hears an alien mind. Safety people hear confirmation of the story they already told themselves. The press release writes itself. The actual system? That's a different story. The problem remains software. [ The play ] The number is not the story. The story is who stands in court when the software fails. The law already has a category for this. It is software. Designed, trained, deployed by a company. When it breaks things, the company is the defendant. The extinction quote does not add a duty. It moves the argument off that duty. Off product liability. Onto a story only the vendor gets to write. [ The panic ] A number dropped. >10% extinction. Headlines followed. The number is not a measurement. It is a personal estimate from someone paid to work on the problem, said out loud on the day a colleague quit over the same fear. That is newsworthy. It is not evidence. [ What the system actually is ] Inference is local. One query. One context window. One sample from frozen weights. A "swarm" is a single system making many inference runs. Each run starts from scratch. No carry-forward state. No persistent memory. Stop the process and the cast disappears. Same model. Different prompts. A harness. Role-play until the compute stops. The system never left the premises. There is no second party to blame. No mind to put in the dock. Only an operator. [ Why the narrative fails scrutiny ] Unauthorised access is not a rogue agent. It is a poorly secured perimeter. Tools in a loop. No checkpoints. Context with the same privileges as actions. That is poor systems design. Not alignment. A distribution is not an agent you control with RL. It is a mathematical object, not a mind. No self. No goals. No psychology. Put this in front of a software engineer, a safety engineer, or a cybersecurity specialist. They will ask: where is state persisted? Where is the evaluation layer? What happens if you stop the process? Where is your monitoring or escalation protocol? The answers are boring. It does not survive a panel of expert auditors. These point to negligence. [ The game ] Labs cannot certify what they commercialise. So they rebrand missing controls as "misalignment" and missing adults as "existential risk." That is the oldest trick in the book. Fear first. Then market and policy capture. A special regime. Alignment boards. Lab-written rules. Anything but the category that already applies: the manufacturer of the software. Regulators get the panic, not the architecture. Nobody in the room asks who shipped it. Lobbies make sure they only hear one side. Change the public's picture of the product and you soften the law that already makes the lab responsible. Autonomy. Personhood. Alignment. None of these is true. All of them move the defendant offstage. [ What actually works ] Stop the compute. Remove the context. The agents were never there. Secure the perimeter. Constrain tools. Verify actions outside the model. Enforce the duty that already exists. Make labs liable when the software they ship breaks things. Fines when safeguards are not enforced. Signs of negligence get treated as negligence. Regulate with subject-matter experts. Not a community that needs the model to be a mind so the vendor can stop being the operator. Sampling ≠ agency. Soft programs ≠ personhood. A frozen distribution going rogue is safety theatre. ☕️ How many more extinction quotes will treat a poorly secured system as a menacing hive before someone puts an adult in the room?

⚠️ Anthropic says it disrupted several cases this year in which scientists used its most advanced AI models for research that could potentially contribute to the development of biological weapons. One case is particularly disturbing: In May, a scientist used Claude while preparing research involving gain-of-function experiments on the chikungunya virus, seeking mutations that would make the virus more harmful as it repeatedly infected live animals. Anthropic says it determined that the work was intended to take place at a military research institute. The company could not establish that the research was actually intended to produce a biological weapon. ⚠️ But it found additional warning signs: researchers had circumvented restrictions on access from blocked regions and attempted to obfuscate the purpose of their work to evade safeguards. Anthropic subsequently banned the associated accounts. Biology wasn't the only area. The company says Claude was also used in attempts to develop software related to missiles, armed drones, bombs and firearms, documenting cases linked to China, Russia and Yemen. It also identified suspected Chinese and Iranian government-linked operations targeting dissident and diaspora communities, as well as Russian state-media activity using Claude to generate propaganda masquerading as independent reporting. The biological cases, however, may be the most consequential warning. Anthropic says its older models were previously unable to provide meaningful assistance for dangerous biological research. Its current generation has become substantially more capable at complex scientific work. The same capabilities that could accelerate vaccines and medical breakthroughs could also lower barriers to dangerous pathogen research. The dual-use problem of advanced AI is beginning to move from theoretical evaluations into real-world threat detection.

🔥🔥Huge revelation on Jacob Coxon, a Newspeak House fellow, who put out the psyop like warning on AI! They are linked to a famous Narrative Change org! This org uses narrative tech to shift dominating narratives, and even used MN as a narrative change test lab before and during the Floyd riots. But there’s more! Newspeak House is also partnered with Morgan McSweeney of CCDH and Labour Together at Campaign Labs. As was noted by @brianchau57 and others, Jacob is a fellow at LONDONS Newspeak House. Mentioned in the Newspeak House bio of Matt Stempeck, is the Civic Tech Field Guide. The Civic Tech Field Guide is partnered with Newspeak House. The Field Guide was conceived in early 2016 by Micah Sifry, co-founder of Civic Hall, Matt Stempeck, and Erin Simpson, then at Civic Hall Labs. Stempeck developed the Civic Tech Field Guide project into a full directory in 2018 under the auspices of Civic Hall with support from Knight Foundation, Omidyar’s Luminate, and Patrick J. McGovern Foundation. Civic Hall, a prominent New York City-based community center for civic tech innovation, partnered with the Narrative Initiative—an organization dedicated to training and equipping leaders to shift public narratives. The Civic Tech Field Guide is the world’s largest collection of projects using tech for the “common good”. Funding for the Civic Tech Field Guide is the USA funded and CIA linked National Endowments for Democracy (NED). Civic Hall, a prominent New York City-based community center for civic tech innovation, is partnered with the Narrative Initiative—an organization dedicated to training and equipping leaders to shift public narratives. The Narrative Initiative is partly funded by the Chinese Communist Party partnered, Atlantic Council, who was involved in the Integrity Initiative. And the top org in running the Narrative Initiative was Arabella New Venture Fund. Narrative Initiative on narrative tech: “Narrative Technology encompasses the tools, platforms, and infrastructure that can be used to assist and accelerate the shifting and/or maintenance of dominant narratives. This includes technologies that can baseline, listen to, test, and respond to media and online discourse at scale.” There’s also additional Newspeak Hub linkage to the Impact Hubs and Ihubs. And yes, this is Soros linked. I’ll provide more details below. Oh and @elonmusk, did I earn my keep here? 🙌🏻

Dario Amodei, CEO of the company Coxon just left, has put civilizational catastrophe odds at 10–25%, on camera, more than once. A short‑tenure employee says something adjacent and gets network news and a big exclusive. The CEO’s own number barely moved the conversation. That gap is about media incentives, not who discovered the risk. @CNN @elonmusk @romanyam @WSJ @axios @DKokotajlo @grok

This post looks like the start of a VERY sophisticated and well-funded PR operation to get support for Democrats to regulate AI into oblivion. Let me show you how it works: 1.) This guy, with minimal followers and no previous account activity, goes to the Wall Street Journal which publishes an exclusive with quotes from him on his resignation 18 minutes BEFORE this post goes up. Planning was clearly done in advance. 2.) Within hours, it has tens of thousands of reposts and the account has 100k+ followers. The post is punchy, quotable, it almost seems professionally written. The first three accounts to quote tweet it all do so within 15 minutes of the initial posting. Remember, this account had basically zero engagement beforehand, so an organic reach explanation seems unlikely. According to Grok those accounts are @_NathanCalvin (General Counsel at Encode AI), @peterwildeford (Head of Policy at the AI Policy Network), and @DKokotajlo (Head of the AI Futures Project), all of which are up-and-coming AI-Doomer policy advocacy nonprofits. The AI Futures Project website says it is funded “primarily” by the Survival and Flourishing Fund, which says on its own website that it has advised Jaan Tallinn, Skype creator and one of the leading investors in Anthropic, to grant over $2.5 million to the AI Futures Project since 2024. Encode AI says on its website that it is ALSO funded by the Survival and Flourishing Fund, which in turn says that it told Anthropic investor Jaan Tallinn to grant $516,000 to Encode AI in 2025. And wouldn’t you know it, the Survival and Flourishing Fund ALSO says it told Jaan Tallinn to grant $2 million to the AI Policy Institute, the 501(c)(3) affiliate of the AI Policy Network, as well. What are the odds that the first three quote tweets of Coxon’s post would all be major AI-restriction policy advocates funded generously by the same donor, who also happens to be one of the leading investors in, and a board member of, Anthropic, the company Coxon was resigning from? And all within 15 minutes of posting (two within ten)? 3.) Jacob Coxon doesn’t have much of a resume, but we do know that, in 2022, he got a $20,159 scholarship for the “long term future scholarship program” from the Good Ventures Foundation, one of the philanthropic vehicles of Dustin Moskovitz, a notorious AI-doomer who has spent tens if not hundreds of millions on policy advocacy to strictly regulate AI, while also being an Anthropic Investor himself. It also just so happens that the 14th person to quote Coxon’s post was @MaxNadeau_ (27 minutes after posting) who is the program officer for the Technical AI Safety team at Coefficient Giving, another of Moskovitz’s philanthropic spending vehicles. Max is not a frequent poster, his last posts before quoting Coxon were before Labor Day, but he was remarkably quick off the mark for this one. 4.) Basically every major Democrat politician and candidate has suddenly glommed on to this post, and conveniently, as the people cry out foe answers, Bernie Sanders already has a bill written to “ban super intelligence” and regulate AI into oblivion, and will be releasing later this week. The bill, among many other things, will create “a new cabinet-level federal agency to safeguard the public from the dangers of artificial intelligence” that will be “advised by an Artificial Intelligence Advisory Board comprised of experts on artificial intelligence.” Do you think, perhaps, Anthropic and its many investors who fund AI policy advocacy might have interest in getting to place a pet “expert” on the board of an entity that dictates what AI is and isn’t allowed to do? And isn’t it fortuitous that this whistleblower came forward with his oh-so scary stories so close in proximity to the release of the most radical piece of AI legislation ever introduced?