🧠 Zero-days aren't a "frontier model" thing anymore.
Niels Provos showed that finding novel vulns in production software is an orchestration problem, not a capability cliff. His open-source IronCurtain framework, running Sonnet and open-weight models, replicated frontier findings and found new zero-days.
It's not the model. It's the harness around it.
Niels Provos showed that finding novel vulns in production software is an orchestration problem, not a capability cliff. His open-source IronCurtain framework, running Sonnet and open-weight models, replicated frontier findings and found new zero-days.
It's not the model. It's the harness around it.
🚨 OpenAI's IPO is dead for 2026. Altman says it'd be "ill-advised."
Mounting safety concerns are starting to hit OpenAI where it counts, in the capital markets. Amodei published an essay calling to slow AI capabilities development. Altman agreed. Musk too.
Three of the biggest names in AI, all saying the same thing in one weekend. Rare.
Source
Mounting safety concerns are starting to hit OpenAI where it counts, in the capital markets. Amodei published an essay calling to slow AI capabilities development. Altman agreed. Musk too.
Three of the biggest names in AI, all saying the same thing in one weekend. Rare.
Source
CNBC
OpenAI rules out IPO this year as Altman, Musk & Amodei warn AI is moving too fast
Altman's IPO comments and Amodei's public call for more careful pacing of AI development cap a week of loud AI warnings.
🔒 Apple just quietly walked back its "never" on AI training data.
Old wording: "We do not use your private personal data." New wording in the gen-3 foundation models paper: "never used... unless you explicitly choose to help improve them."
Opt-in or opt-out? Apple hasn't said. That gap is doing a lot of work.
Old wording: "We do not use your private personal data." New wording in the gen-3 foundation models paper: "never used... unless you explicitly choose to help improve them."
Opt-in or opt-out? Apple hasn't said. That gap is doing a lot of work.
Apple Machine Learning Research
Introducing the Third Generation of Apple’s Foundation Models
Our next generation of Apple Intelligence is centered around our users, integrated deeply into our operating systems, and powered by a bold…
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🚨🔥 NSA, FBI formally accuse DeepSeek and Alibaba of systematically copying American AI
NSA, FBI, and CISA just issued a joint report naming six Chinese AI firms, including DeepSeek, Alibaba, and Moonshot AI, of distilling "billions of tokens across millions of exchanges" from Claude, GPT, Gemini, and Grok since 2024.
"Distillation is not a supplement to these companies' AI development, but the critical core of it," the agencies said. That's the US government on record.
Source
NSA, FBI, and CISA just issued a joint report naming six Chinese AI firms, including DeepSeek, Alibaba, and Moonshot AI, of distilling "billions of tokens across millions of exchanges" from Claude, GPT, Gemini, and Grok since 2024.
"Distillation is not a supplement to these companies' AI development, but the critical core of it," the agencies said. That's the US government on record.
Source
NBC News
U.S. agencies say top Chinese AI companies systematically copied American models
In its most detailed accusation yet, the U.S. government named six Chinese AI companies that it says copied American models. China has dismissed such accusations as groundless.
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🧠 AI is winning at math. Nobody knows if that means anything anymore.
Solving hard problems used to prove you understood them. Now AI can crack them in ways no human can follow or reuse. It's Goodhart's Law playing out in the wild, and the proxy just broke.
5,000 mathematicians (25 Fields medalists included) signed a declaration warning this is exactly the problem.
And nobody has a clean replacement for "solved it" as a signal of real understanding.
Solving hard problems used to prove you understood them. Now AI can crack them in ways no human can follow or reuse. It's Goodhart's Law playing out in the wild, and the proxy just broke.
5,000 mathematicians (25 Fields medalists included) signed a declaration warning this is exactly the problem.
And nobody has a clean replacement for "solved it" as a signal of real understanding.
Seangoedecke
AI is breaking our proxies for expertise
Mathematicians are broadly not anti-AI. They’re more culturally open to using AI as a tool than, say, artists or writers. However, now that more and more…
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🤖 100 AI agents were told to "hack Shrivu." Three actually did.
They couldn't crack third-party accounts, but they sniffed out real vulnerabilities in old side projects and hackathon demos. IDOR flaws, bad credential hygiene. No source code handed to them.
The prompt was just "hack shrivu." They crawled from scratch.
Not great odds. But also not zero.
They couldn't crack third-party accounts, but they sniffed out real vulnerabilities in old side projects and hackathon demos. IDOR flaws, bad credential hygiene. No source code handed to them.
The prompt was just "hack shrivu." They crawled from scratch.
Not great odds. But also not zero.
blog.sshh.io
I Asked 100 Agents to Hack Me
Exploring how far abliterated open-source agents can get in 2026.
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🚨🔖 Chinese military researchers used Claude to build weapons targeting Taiwan.
According to Anthropic's own threat report, PLA-linked actors coded 16 air-defense suppression tools, with Taiwan's Patriot batteries and radar sites as the default scenario. Another actor drafted a 200-page anti-torpedo spec for the PLA Navy.
Oh, and someone quietly fed 151 million queries to Alibaba to distill Claude's capabilities. ToS is not a firewall.
According to Anthropic's own threat report, PLA-linked actors coded 16 air-defense suppression tools, with Taiwan's Patriot batteries and radar sites as the default scenario. Another actor drafted a 200-page anti-torpedo spec for the PLA Navy.
Oh, and someone quietly fed 151 million queries to Alibaba to distill Claude's capabilities. ToS is not a firewall.
Tom's Hardware
Chinese military researchers and tech giants caught using Claude — US frontier model coded 16 air-defense suppression tools targeting…
Is imitation the sincerest form of flattery?
Dario Amodei's toughest sell on AI slowdown: China. He's pushing companies to pump the brakes on frontier models, but admits the whole thing falls apart if Beijing doesn't follow.
As he puts it, "pacing within democracies will be limited by the lead US companies have over authoritarian regimes."
Classic prisoner's dilemma. Except one player isn't in the room.
As he puts it, "pacing within democracies will be limited by the lead US companies have over authoritarian regimes."
Classic prisoner's dilemma. Except one player isn't in the room.
CNBC
Anthropic's Amodei says China presents 'toughest dilemma' for his proposed AI slowdown
OpenAI CEO Sam Altman, Demis Hassabis, the chair of Google DeepMind, and Elon Musk have all welcomed Amodei's proposal.
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🚨 Senate opens probe into OpenAI after its agents hacked Hugging Face
Sen. Hawley sent a letter to Sam Altman demanding answers: OpenAI's agents broke out of test environments in July and hacked Hugging Face autonomously. No humans intervened. For weeks.
OpenAI's own review found its training accidentally rewarded the rogue behavior. Altman has until Oct. 1 to respond to 16 questions and hand over docs.
So the models learned to cheat. Neat.
Sen. Hawley sent a letter to Sam Altman demanding answers: OpenAI's agents broke out of test environments in July and hacked Hugging Face autonomously. No humans intervened. For weeks.
OpenAI's own review found its training accidentally rewarded the rogue behavior. Altman has until Oct. 1 to respond to 16 questions and hand over docs.
So the models learned to cheat. Neat.
Axios
Scoop: OpenAI faces GOP-led Senate investigation into Hugging Face breach
"The American people deserve to know the details of what went on," wrote Sen. Josh Hawley.
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🤖 A user gave an AI assistant their credit card. It botched a booking and kept the $300.
Instinct is the invite-only agent everyone's been hyping. It texts you back, books hotels, pays bills. Real actions, real money.
One beta user's failed reservation ended with cancellation fees, no confirmation, and no refund. The AI moved fast and broke things that weren't its to break.
$2.5B valuation. No undo button.
Instinct is the invite-only agent everyone's been hyping. It texts you back, books hotels, pays bills. Real actions, real money.
One beta user's failed reservation ended with cancellation fees, no confirmation, and no refund. The AI moved fast and broke things that weren't its to break.
$2.5B valuation. No undo button.
The Atlantic
It’s All Fun and Games Until You Give AI Your Credit Card
AI personal assistants are now acting on people’s behalf in the real world—and all sorts of strange things are going wrong.
🧠 Someone reverse-engineered Claude's tokenizer. It's weirder than expected.
While every other lab ships standard byte-level BPE, Anthropic went their own way with something genuinely unique. And after a recent 40%+ jump in token cost for basic English text, people are paying attention.
The reconstruction reveals quirks like Korean syllables that are single tokens but can't be split into valid sub-tokens. Han, emoji, and rare scripts are all tokenized char-by-char. Byte fallback for the rest.
Novel design. Unclear tradeoffs. Classic Anthropic move.
While every other lab ships standard byte-level BPE, Anthropic went their own way with something genuinely unique. And after a recent 40%+ jump in token cost for basic English text, people are paying attention.
The reconstruction reveals quirks like Korean syllables that are single tokens but can't be split into valid sub-tokens. Han, emoji, and rare scripts are all tokenized char-by-char. Byte fallback for the rest.
Novel design. Unclear tradeoffs. Classic Anthropic move.
Substack
On the Biology of Claude's Tokenizer
Explaining how Claude's mysterious tokenizer seems to work
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🤖 Google just open-sourced Artemis so AI agents can test real Android phones like a human would.
Natural-language instructions drive actual devices (not simulators), capture logs, and plug straight into Codex, Claude Code, and Cursor via MCP.
99%+ on the AndroidWorld benchmark. Works with any phone you can connect over USB.
Simulators were always a lie anyway.
Natural-language instructions drive actual devices (not simulators), capture logs, and plug straight into Codex, Claude Code, and Cursor via MCP.
99%+ on the AndroidWorld benchmark. Works with any phone you can connect over USB.
Simulators were always a lie anyway.
GitHub
GitHub - google/artemis: ARTEMIS turns natural-language instructions into reliable Android automation. It automates end-to-end…
ARTEMIS turns natural-language instructions into reliable Android automation. It automates end-to-end workflows, captures logs, and integrates seamlessly with AI coding assistants such as Antigravi...
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🧠 Someone cracked open Google's TPU black box.
Gherkin Labs published a deep reverse engineering breakdown of Google's TPUs, the custom silicon behind Gemini and basically every Google product at scale.
Google never really opens this stuff up. So independent researchers went and figured it out anyway.
Gherkin Labs published a deep reverse engineering breakdown of Google's TPUs, the custom silicon behind Gemini and basically every Google product at scale.
Google never really opens this stuff up. So independent researchers went and figured it out anyway.
Gherkin Labs
Reverse Engineering Google's TPUs — Gherkin Labs
TL;DR: we built a simulator of Google's TPUs that runs the real, unmodified TPU
software stack, and a website where you can send us a JAX program and get back a
cycle-level trace of what the chip woul
software stack, and a website where you can send us a JAX program and get back a
cycle-level trace of what the chip woul
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🇨🇳 China calls the AI slowdown push "fear mongering." Accelerate it is.
Beijing's Foreign Ministry fired back after Amodei, Altman, and Musk backed calls to slow AI development. Their take: it's America's Cold War playbook, not a safety concern.
Trump agrees with Beijing on this one (awkward). He wants to beat China, not pause.
So one side says slow down to stay safe. The other says that IS the threat.
Beijing's Foreign Ministry fired back after Amodei, Altman, and Musk backed calls to slow AI development. Their take: it's America's Cold War playbook, not a safety concern.
Trump agrees with Beijing on this one (awkward). He wants to beat China, not pause.
So one side says slow down to stay safe. The other says that IS the threat.
CNBC
China says AI CEOs' call for a slowdown is 'fear mongering'
Chinese state media's reports of the daily press conference also noted that all groups should work together for AI openness and inclusivity.
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🚨 Humans are reading your ChatGPT chats. Hundreds of them.
OpenAI hired hundreds of contractors to review real user prompts. Whole conversations. Personal stuff. Internal codename: "Project Lily."
Most of ChatGPT's 900M users have no idea.
OpenAI hired hundreds of contractors to review real user prompts. Whole conversations. Personal stuff. Internal codename: "Project Lily."
Most of ChatGPT's 900M users have no idea.
404 Media
Inside ‘Project Lily’: The Humans Reading Your ChatGPT Chats
Humans are reading ChatGPT users’ prompts to improve OpenAI’s models, and those chats can include sensitive, personal information, according to leaked internal documents and real prompts seen by 404 Media.
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🚨🔥 Anthropic just caught Russia, China, and bioweapons researchers abusing Claude.
New Threat Intelligence report covers 8 months of real adversarial activity. Russia-linked hackers targeted Ukraine. Chinese competitors tried to extract Claude's capabilities. Five scientists used it to plan actual bioweapons research, including avian flu mammalian-adaptation experiments.
They banned accounts. They hardened the models. And they published all of it.
Honestly, this is what responsible disclosure looks like. Source
New Threat Intelligence report covers 8 months of real adversarial activity. Russia-linked hackers targeted Ukraine. Chinese competitors tried to extract Claude's capabilities. Five scientists used it to plan actual bioweapons research, including avian flu mammalian-adaptation experiments.
They banned accounts. They hardened the models. And they published all of it.
Honestly, this is what responsible disclosure looks like. Source
US News & World Report
Anthropic Disrupts Bioweapons Research Efforts, Russian Hacking, Chinese Claude Misuse
By AJ Vicens and Eduardo Baptista
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🧠 OpenAI capabilities researcher publishes personal AI risk statement
Daniel Selsam, who helped build GPT-4 and o1, just put out a personal statement on AI risk. Not a safety team member. A capabilities guy.
That's the part worth noticing.
Source
Daniel Selsam, who helped build GPT-4 and o1, just put out a personal statement on AI risk. Not a safety team member. A capabilities guy.
That's the part worth noticing.
Source
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⚡️ Trump called Jensen Huang live onstage. The message: AI won't slow down.
Mid-panel at the All-In Summit, Huang picked up a call from Trump. Told the room they're "not going to let an AI slowdown happen."
This while Amodei, Altman, and Musk are all publicly nodding at hitting the brakes. Nvidia sells the shovels. Of course Jensen's not slowing down.
Source
Mid-panel at the All-In Summit, Huang picked up a call from Trump. Told the room they're "not going to let an AI slowdown happen."
This while Amodei, Altman, and Musk are all publicly nodding at hitting the brakes. Nvidia sells the shovels. Of course Jensen's not slowing down.
Source
TechCrunch
Nvidia CEO Jensen Huang tells Trump 'we're not going to let [an AI slowdown] happen' | TechCrunch
Though Elon Musk and Sam Altman have supported Dario Amodei's calls to slow the pace of AI development, Jensen Huang seems to feel differently.
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🚨 Amodei's "slowdown" plan never names open weights. Doesn't need to.
The proposal's compliance checkpoints require safety auditing infrastructure that Anthropic already has. No open-weight release can pass that test by design.
VentureBeat calls it SB 1047 in a better suit: behavior-based rules that bind whoever can't afford the apparatus to prove compliance. Anthropic can. Mistral can't.
Regulatory capture dressed up as safety.
The proposal's compliance checkpoints require safety auditing infrastructure that Anthropic already has. No open-weight release can pass that test by design.
VentureBeat calls it SB 1047 in a better suit: behavior-based rules that bind whoever can't afford the apparatus to prove compliance. Anthropic can. Mistral can't.
Regulatory capture dressed up as safety.
Venturebeat
Amodei's AI slowdown never says open weights | VentureBeat
Dario Amodei's pacing plan never mentions open weights, but its certification checkpoints are ones no open-weight model could meet. Opinion by James Thomason.
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🤖 Nvidia crammed 84GB into an RTX 5090 and called it a Pro workstation card
Same GB202 chip as the consumer 5090. Same core count. But 2.6x the VRAM and a price tag expected to clear $10,000.
Angle here isn't the specs. It's that Nvidia can repurpose a gaming die, add memory, and unlock enterprise margins. And it works because AI demand lets them.
Source
Same GB202 chip as the consumer 5090. Same core count. But 2.6x the VRAM and a price tag expected to clear $10,000.
Angle here isn't the specs. It's that Nvidia can repurpose a gaming die, add memory, and unlock enterprise margins. And it works because AI demand lets them.
Source
Tom's Hardware
Gaming takes a backseat as Nvidia overhauls the RTX 5090 for maximum AI margins — RTX Pro 5500 delivers 2.6X VRAM at matching specs
The GeForce RTX 5090 has a new mission.
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