🚨 Nine AI developer platforms got breached in October alone
Wiz tracked the cluster and calls the month "Black October." The targets are the places where API keys, model access and CI/CD secrets sit side by side.
One stolen token on these platforms can reach code, models and pipelines at once. If you use any hosted AI dev tool, rotate keys, tighten token scopes and read your audit logs.
Wiz tracked the cluster and calls the month "Black October." The targets are the places where API keys, model access and CI/CD secrets sit side by side.
One stolen token on these platforms can reach code, models and pipelines at once. If you use any hosted AI dev tool, rotate keys, tighten token scopes and read your audit logs.
wiz.io
“Black October” for AI Developer Platforms | Wiz Blog
A series of agentic attacks on AI Developer Platforms has been leading to LLMJacking at scale.
🚨 OpenAI's latest round lands at less than half of its $30B target
The WSJ reports the raise came up roughly $15B short, though it still values the company at $1.25 trillion, below the $1.4 trillion it was aiming for. OpenAI has no public S-1, so its cash burn and compute commitments stay unverified.
The WSJ reports the raise came up roughly $15B short, though it still values the company at $1.25 trillion, below the $1.4 trillion it was aiming for. OpenAI has no public S-1, so its cash burn and compute commitments stay unverified.
The Wall Street Journal
OpenAI Raises Less Than Half of $30 Billion Target in Latest Round
The ChatGPT maker’s latest funding round values it at $1.25 trillion, less than its $1.4 trillion target.
🚨 OpenAI, Google and Microsoft are backing a new standard for opting out of AI scraping
The Verge reports that the labs are lining up behind a shared way for sites to say no to training crawls. Today that's a patchwork of robots.txt rules, and each company decides for itself whether to honor them. Nothing in the report says the standard is binding.
The Verge reports that the labs are lining up behind a shared way for sites to say no to training crawls. Today that's a patchwork of robots.txt rules, and each company decides for itself whether to honor them. Nothing in the report says the standard is binding.
The Verge
The biggest names in AI are backing a new way to opt out of scraping
OpenAI, Google, Microsoft, and Anthropic are implementing the new setting.
🚨 Another team says it took over ChatGPT accounts through a gap at OpenAI
Parameter Labs published a writeup claiming a victim only has to open a link. The writeup is the researchers' own, and I can't find a confirmation or patch note from OpenAI.
ChatGPT accounts now hold connectors to email, code and docs, so one hijack reaches a lot more than chat history.
Parameter Labs published a writeup claiming a victim only has to open a link. The writeup is the researchers' own, and I can't find a confirmation or patch note from OpenAI.
ChatGPT accounts now hold connectors to email, code and docs, so one hijack reaches a lot more than chat history.
www.parameter.ai
Do the Math: How We Took Over ChatGPT Accounts - Parameter
By bypassing ChatGPT's sandbox and content security policy, our research team was able to take over anyone's account simply by sending them a link.
🚨 Anthropic's IPO filing shows an $80B net loss in six months
CNBC reports the disclosure comes with hundreds of billions of dollars in compute commitments and more than 90 pages of risk factors, many of them tied to deals with the same handful of partners.
CNBC reports the disclosure comes with hundreds of billions of dollars in compute commitments and more than 90 pages of risk factors, many of them tied to deals with the same handful of partners.
CNBC
Anthropic's path to the Nasdaq just got a lot bumpier
Concerning projections from hyperscalers this week punished tech stocks and pushed the Nasdaq to its first three-week losing streak since March.
🚨 Claude now refuses to clone video games, and plain reverse engineering reportedly gets caught too
Anthropic's new restrictions, as Tom's Hardware reports, block game recreation requests.
• Game cloning prompts get refused
• Users report generic, non-malicious RE tasks blocked too
• Anthropic hasn't said where the line sits
Anthropic's new restrictions, as Tom's Hardware reports, block game recreation requests.
• Game cloning prompts get refused
• Users report generic, non-malicious RE tasks blocked too
• Anthropic hasn't said where the line sits
Tom's Hardware
Anthropic's Claude AI blocks video game cloning and reverse-engineering — sweeping new restrictions also hit legitimate developers…
Many game developers are reporting Claude's refusal to work on their own projects.
🤖 GPT-6.1 Terra is OpenAI's new mid-tier workhorse, and it draws a solid pelican
OpenAI's new model is aimed at forms, proposals and video editing. Simon Willison ran it through his pelican test, and the "max" setting cost 11.3 cents and took 4 minutes 11 seconds. Pricing is $1/M input and $5/M output, about half of GPT-5.6 Terra and GPT-6.1 Sol and roughly 10x GPT-6 Luna.
OpenAI's new model is aimed at forms, proposals and video editing. Simon Willison ran it through his pelican test, and the "max" setting cost 11.3 cents and took 4 minutes 11 seconds. Pricing is $1/M input and $5/M output, about half of GPT-5.6 Terra and GPT-6.1 Sol and roughly 10x GPT-6 Luna.
Simon Willison’s Weblog
GPT-6.1 Terra
It's always interesting to note which aspects of a new model are emphasized in the release announcement. In the case of GPT-6.1 Terra, OpenAI went with visual reasoning and computer …
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🚨 Anthropic asks Australia to let AI train on local content unless owners opt out
In a submission to a parliamentary inquiry, Anthropic proposes that rights holders block crawlers via robots.txt. The ABC says that treatment will "accelerate the cannibalisation" of Australian news.
SBS says robots.txt signals are routinely ignored or bypassed. Canberra already ruled out a text-and-data-mining exception, so this is the workaround.
In a submission to a parliamentary inquiry, Anthropic proposes that rights holders block crawlers via robots.txt. The ABC says that treatment will "accelerate the cannibalisation" of Australian news.
SBS says robots.txt signals are routinely ignored or bypassed. Canberra already ruled out a text-and-data-mining exception, so this is the workaround.
the Guardian
Anthropic pushes for opt-out model for Australian content as ABC warns of ‘cannibalisation’ of news
Maker of Claude claims AI could transform economy but ABC and SBS say the technology should be subject to media regulations
🤖 DeepSeek open-sources an always-on coding agent that lives in one GitHub repo
DeepSeek released dsh-superagent, a research prototype that listens to GitHub and Feishu, opens a work item per request, and answers with pull requests or messages when its rules allow. It's built to need minimal human attention, and the repo ships setup instructions plus docs on its architecture.
DeepSeek released dsh-superagent, a research prototype that listens to GitHub and Feishu, opens a work item per request, and answers with pull requests or messages when its rules allow. It's built to need minimal human attention, and the repo ships setup instructions plus docs on its architecture.
GitHub
GitHub - deepseek-ai/dsh-superagent-prototype: Towards a More Autonomous Agent System
Towards a More Autonomous Agent System. Contribute to deepseek-ai/dsh-superagent-prototype development by creating an account on GitHub.
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🤖 Wikimedia tells a court that both sides of an AI copyright fight are wrong
In a roughly 5,800-word amicus brief, the foundation calls both parties' positions "overbroad" and pushes a middle path:
• It already has paid training deals with Amazon, Meta, Mistral, Perplexity and Microsoft
• A blanket win for AI firms could gut Wikipedia's license-based model
• Its general counsel warns that sloppy fair use rulings threaten free knowledge
In a roughly 5,800-word amicus brief, the foundation calls both parties' positions "overbroad" and pushes a middle path:
• It already has paid training deals with Amazon, Meta, Mistral, Perplexity and Microsoft
• A blanket win for AI firms could gut Wikipedia's license-based model
• Its general counsel warns that sloppy fair use rulings threaten free knowledge
Gizmodo
Wikimedia Foundation Tries to Save Itself From Oblivion by Brokering AI Copyright Deal
Call it the Great Copyright Compromise.
🚨 OpenAI merges ChatGPT and Codex into one shared usage allowance
Per OpenAI's help page, a long Codex session can now eat the quota you'd use for plain chat. Same goes the other way, including deep research and image generation.
Separate limits were a big reason devs picked ChatGPT over Claude Code. Claude already works this way.
Per OpenAI's help page, a long Codex session can now eat the quota you'd use for plain chat. Same goes the other way, including deep research and image generation.
Separate limits were a big reason devs picked ChatGPT over Claude Code. Claude already works this way.
OpenAI Help Center
Understanding ChatGPT and Codex usage limits | OpenAI Help Center
🚨 DeepSeek ships a coding agent built to take on Claude Code
Bloomberg reports the launch targets Anthropic's flagship dev tool directly. It's DeepSeek's first real move from chat models into agent products.
No word yet on pricing, open weights, or how it does on real repos.
Anthropic's best-selling product just got a Chinese challenger.
Bloomberg reports the launch targets Anthropic's flagship dev tool directly. It's DeepSeek's first real move from chat models into agent products.
No word yet on pricing, open weights, or how it does on real repos.
Anthropic's best-selling product just got a Chinese challenger.
Bloomberg.com
DeepSeek Drops Enhanced Coding Agent With Aim to Rival Anthropic
DeepSeek has released a prototype of a more autonomous coding agent as it seeks to challenge Anthropic PBC’s popular Claude Code.
🚨 Sam Altman says your PC's RAM is better off in a data center
On the Cheeky Pint podcast, he called it "quite terrible" for the world's limited DRAM to sit in home computers. His argument:
• Consumer RAM is used about 5% of the time
• Data centers run theirs 24/7
• Local inference is the casualty
The CEO of the company buying up the DRAM says you shouldn't have any.
On the Cheeky Pint podcast, he called it "quite terrible" for the world's limited DRAM to sit in home computers. His argument:
• Consumer RAM is used about 5% of the time
• Data centers run theirs 24/7
• Local inference is the casualty
The CEO of the company buying up the DRAM says you shouldn't have any.
Tom's Hardware
OpenAI CEO says it's 'quite terrible' for your PC to have RAM — Sam Altman says data centers offer better utilization
With data centers full of RAM, your PC is apparently the problem.
🚨 Anthropic may have been valued at $1.2T back in August
The FT reports the number, but it's a question mark, not a confirmed round. A figure like that would put Anthropic in OpenAI's weight class.
Private marks for frontier labs come from funding rounds and secondary sales, so they only prove what a few investors will pay. A Nasdaq listing would test that with the public.
The FT reports the number, but it's a question mark, not a confirmed round. A figure like that would put Anthropic in OpenAI's weight class.
Private marks for frontier labs come from funding rounds and secondary sales, so they only prove what a few investors will pay. A Nasdaq listing would test that with the public.
Ft
Did Anthropic value itself at $1.2tn in August?
Not quite Navier-Stokes
🚨 Anthropic drops Claude's five-hour session cap, but only for the $200 tier
Verified Ultra users no longer hit the rolling window mid-refactor and wait for a reset. The weekly limit stays, and chat and Claude Code draw from the same pool, so heavy users who burn out before Friday get no extra usage.
The change fixes interruptions.
Verified Ultra users no longer hit the rolling window mid-refactor and wait for a reset. The weekly limit stays, and chat and Claude Code draw from the same pool, so heavy users who burn out before Friday get no extra usage.
The change fixes interruptions.
The New Stack
Anthropic just removed one of Claude’s biggest usage limits — but not for everyone
Anthropic drops Claude’s five-hour session cap for verified Ultra users, so Claude Code sessions can run longer — but the weekly limit stays in place.
🧠 A new paper claims to prove the Platonic Representation Hypothesis using JEPAs
The paper argues that models trained on different data end up with the same internal map of the world, and that JEPA-style latent prediction, the approach Yann LeCun backs, gets there with a formal guarantee and better training efficiency. "Proves" is doing heavy lifting, since it's a theorem under explicit assumptions and not a claim about every model or about human minds.
The paper argues that models trained on different data end up with the same internal map of the world, and that JEPA-style latent prediction, the approach Yann LeCun backs, gets there with a formal guarantee and better training efficiency. "Proves" is doing heavy lifting, since it's a theorem under explicit assumptions and not a claim about every model or about human minds.
arXiv.org
Proving and Improving the Platonic Representation Hypothesis with JEPAs
Whether models trained on different modalities converge to the same representation of the world is central to AI. The Platonic Representation Hypothesis (PRH) conjectures that they do as they...
🚨 Eclypsium says you can poison an AI model without touching its weights
The security firm's report targets the firmware, management controllers and orchestration agents under the model. In one demo, the tampering changed the runtime state after the usual security checks ran, so the model looked verified when it wasn't.
The security firm's report targets the firmware, management controllers and orchestration agents under the model. In one demo, the tampering changed the runtime state after the usual security checks ran, so the model looked verified when it wasn't.
Cybersecurity Dive
Hackers could poison AI models by tampering with core infrastructure
AI systems rely on a complex web of hardware. Compromising any one component could let adversaries change model weights.
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🤖 Heretic 2.0 turns the refusal-removal tool into a general model editor
The project now says it can suppress slop, reduce sycophancy and shift emotional alignment, all without any training. Stripping censorship stays the default job.
Its numbers: 37k GitHub stars, 8,500+ models on Hugging Face and 88 million total downloads.
The project now says it can suppress slop, reduce sycophancy and shift emotional alignment, all without any training. Stripping censorship stays the default job.
Its numbers: 37k GitHub stars, 8,500+ models on Hugging Face and 88 million total downloads.
GitHub
p-e-w - Overview
p-e-w has 37 repositories available. Follow their code on GitHub.
🧠 Terence Tao says mathematics has changed, and the field should act like it
In a new essay, he argues that math's norms need to adapt to AI tools. Solving a big open problem wouldn't end a field, any more than the periodic table ended chemistry.
The sticking point is the 700+ OpenAI-generated solutions. Mathematicians still don't count them as solved until humans sign off.
In a new essay, he argues that math's norms need to adapt to AI tools. Solving a big open problem wouldn't end a field, any more than the periodic table ended chemistry.
The sticking point is the 700+ OpenAI-generated solutions. Mathematicians still don't count them as solved until humans sign off.
What's new
Mathematics has changed. Let’s act like it
[This is a guest post by Frank Calegari. This blog post was initially written in a different file format and converted using AI. — T.] Why we should not be sad The release by OpenAI on Octobe…
🚨 China just put export controls on frontier AI, 23 technologies in the AI list alone
MOFCOM's Announcement No. 48 proposes 40 catalogue additions, covering AI, biomedicine and solar. Temporary pre-export registration started the day it was published, and comments are open until November 15.
API and app access to a restricted model is outside the controls. Deploying that model on infrastructure abroad is inside them.
MOFCOM's Announcement No. 48 proposes 40 catalogue additions, covering AI, biomedicine and solar. Temporary pre-export registration started the day it was published, and comments are open until November 15.
API and app access to a restricted model is outside the controls. Deploying that model on infrastructure abroad is inside them.
Lab Space
China’s First Frontier AI Export Controls: MOFCOM Announcement No. 48
China’s First Frontier AI Export Controls: MOFCOM Announcement No. 48 Key Takeaways On October 16, 2026, China’s Ministry of Commerce (MOFCOM) and Ministry of Science and Technology (MO…