Tracking the AI frontier: models, agents, research, leaks & pre-release signals. I test, investigate and build.

Tips, leaks & collabs → DM
Joined March 2022
The internet is literally falling apart, and my friends are still casually sending me Kimi K3.1 and Gemini 4 Argon tests like nothing's happening. This is hilarious.
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"We're donating Fable 5.5..." Oh, never mind. They're just donating some Agent Skills.
We're donating Agent Skills to the Agentic AI Foundation (@AgenticAIFdn), the same foundation we donated MCP to. Since December 2025, 70+ agent platforms have integrated the standard, including ChatGPT, Cursor, GitHub Copilot, and VS Code. Here's what that means for you:
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Unpopular take: I wouldn't be surprised if some AI companies started using their own agents to hack everyone, only to show up as heroes selling us AI to protect ourselves. Create the threat, sell the solution, and call it innovation.
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WHAT THE FUCK?!
The internet is going into a LOCKDOWN. Hundreds of millions of websites are potentially at risk from cyberattacks. Governments, banks and major platforms have already taken their websites OFFLINE. Many are already calling it “Black October.” At the centre of the shutdowns is something most of us have never heard of, but use every day. PHP, the software behind roughly 7 in 10 websites, has two critical flaws that can let hackers break in without a password. Dubbed PHP2Shell, both are rated 9.2 out of 10 for severity. Details began circulating on Oct 20. Emergency fixes arrived the next day, but attackers were already moving. Cloudflare’s CEO says hacking attempts then jumped from thousands to MILLIONS within hours. Cybersecurity agencies across several countries are telling PHP site owners the same thing: Patch it now, or take it offline. Websites have gone dark worldwide, from government portals and hospitals to banks. CrowdStrike warns these attacks leave almost no trace, so some sites may not know if they’ve been hit. Around 2.6 MILLION internet-facing servers run PHP, potentially hosting hundreds of sites each. Over 1.1 million use older versions no longer receiving official PHP updates. Older installations may need an upgrade to a supported PHP version or a fix from their software provider. And patching does not remove a backdoor an attacker may already have planted. Cloudflare also says hackers are now tweaking their attacks to try to slip past its protections. But PHP isn’t the only security story unfolding. -Japan’s Onamae suspended ALL Desktop Cloud plans after malware was found on customer servers. -India’s eMudhra had 8 website-certificate keys so weak, one was literally the number “4”. -State Bank of India confirmed 3,897 customer records on the dark web. -Criminals used AI agents to break into 400+ Latin American banks. -Capcom confirmed a breach exposing 11.7 million email addresses. -GitLab disclosed a 10/10 severity flaw in versions going back to 2014. -LiteLLM removed a malware-containing release. Railway reported possible exposure of customer secrets. None of these has a confirmed link to PHP2Shell. We’re seeing separate breaches unfold together. The true number of incidents could take months to come out. The world is still on alert. Attacks are still coming.
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I wake up, there is a NEW AI ATTACK. What is happening to the world?
SCOOP: Major U.S. banks are detecting unauthorized third-party AI agents inside customer accounts, including some attempting to take actions that appear to be independent of user instructions, sources told Axios. The findings have alarmed banking executives, who are racing to restrict access to their systems as AI moves at a velocity faster than financial institutions can respond, multiple industry and bank executives told Axios. Several banks are now preparing for worst-case and even “day after” scenarios, including how to rapidly secure or restore customer accounts if things go wrong, the people said. Several bank executives told Axios they're struggling to distinguish between human users and AI agents. One executive said banks also struggle to determine whether agents are authorized by customers or potentially operating without their permission, more akin to rogue agent behavior. Read my latest for Axios here: axios.com/2026/10/22/ai-agen…
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Token Gremlin retweeted
I asked GPT-6.1 Sol Light to build a Cozy Alpine Lake My workflow: 1.Describe the scene I have in mind to ChatGPT. 2.Ask ChatGPT to write a detailed prompt, with strict instructions to use only my custom skill. 3.Give GPT-6.1 Sol Light the prompt + reference image. 4.Finish my FIFA match. 5.👇
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I've been trying Teamily 2.0 with a small project: building a status page for an API incident. I used Teamily 2.0's Loop feature to create a reusable workflow with three AI agents: Researcher, Developer, and QA, with a human review step along the way. The Researcher gathered useful information, the Developer built the page, and then I changed the requirements to make it mobile-first and clearly show an overdue update. The interesting part? QA actually caught a bug. Selecting the incident summary with the keyboard highlighted the entire page instead. The Developer fixed it, and QA verified the correction. You can see the whole process and the before/after in the video. What I liked most is that this Loop isn't just for one project. I can reuse the same workflow to review future webpages, catch issues, and verify fixes without setting everything up again. Pretty cool way to work with AI agents as a team rather than separate chatbots. Try @Teamily_AI through my invite link: teamily.ai/i/KGNGXV #teamily #aitools #aiworkflow
🤝 Paid partnership
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Token Gremlin retweeted
I've been making improvements across the board to Three.js Water Pro. Better waves. Better lighting. Better buoyancy. Better wakes. Better foam. New environment is up next.
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Day 17: Reset. Expected to arrive today before 10 AM Pacific Time (2 PM in Brazil).
Day 17/ Bet you thought we forgot, but no, it’s reset day today. Also good time to remind you to get Daybreak Blue access, it only takes 15 mins and you don’t want to have to do it in the middle of an incident.
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FABLE 5.5 MIGHT BE CLOSER THAN EVER... Hearing that Anthropic may publicly file its S-1 for an IPO as early as Friday, per Yahoo Finance. They confidentially submitted a draft to the SEC back in June, and this could be the biggest IPO in history, ahead of SpaceX's. If that's true, Fable 5.5 lands in November. No lab goes public without its best model lined up.
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Gave two Flash models the same prompt: build a storm at sea with a lighthouse in Three.js. DeepSeek V4.1 Flash went for a lighthouse. MiniMax M3.1 Flash went for a movie scene: a sweeping beam through the fog, lightning inside the clouds, foam breaking on the crests. Then there's the bill. Both start at the same price: $0.15 per million input tokens and $0.60 per million output. But DeepSeek doubles to $0.30 and $1.20 at peak hours on weekdays. MiniMax M3.1 Flash stays flat, any hour, any day. That sounds small until you run agents. For a single prompt, nobody cares. For agents that run for hours, it's the difference between leaving it on overnight or babysitting the clock. With flat pricing you can iterate, retry and leave it running without checking the clock. Quick tip for existing M Plan subscribers: you can use MiniMax Code without limits until October 25. I'd use that window to stress test M3.1 Flash on a real project before deciding anything. Links below.
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Links if you want to test it yourself: agent.minimax.io/ minimax.io/m-plan
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Grok Bot runs on Opus 5.5, and Claude Duet runs on Opus 5.5. So we literally have two competing products powered by the EXACT SAME MODEL... It's Anthropic competing against Anthropic itself, using SpaceXSI's compute, while also taking on OpenAI. This industry is absolutely insane.
Replying to @claudeai
We designed Claude Duet around Claude Opus 5.5, which gives it the judgment to decide what needs you, what can wait, and when to check with you first. It carries over the memory, skills, and connected apps from your Claude account, so there’s little to set up.
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"I smell fear..." Tibo definitely felt that Claude Duet launch. Wanna fight back, Tibo? Bring Dots to Europe and give Plus users access already!
Dot, Dotter, Dottest
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THIS WEEK HAS BEEN ROUGH, GUYS. EVERYONE'S GETTING HACKED. ☠️😭
Railway is compromised, rotate all API keys as soon as possible Deployments are down so don’t wait to redeploy Attackers are draining keys in real time, we didn’t lose much but can confirm this is still an active attack Stay safe friends
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WAIT, WHAT?! Anthropic just decided to OBLITERATE OpenAI Dots and Grok Bot, dropping Claude Duet powered by the absolute monster that is Opus 5.5. We literally go to sleep, wake up, and Anthropic has launched ANOTHER product to crush its competitors. THESE GUYS JUST CAN'T STOP WINNING. WHAT AN ABSOLUTELY LEGENDARY RUN.
We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent. It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.
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Token Gremlin retweeted
Gemini 4 carbon test check point 1: ‘gemini 4 argon’ in arena
does anyone still use Gemini 4 argon ? if yes, google is preparing to launch Gemini 4 carbon early access partners have started receiving Gemini 4 Carbon EAP and they’re saying there’s a noticeable improvement from Gemini 4 argon cons: it is slower and bad at frontend testing now in arena wish me luck 😂
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I thought it was Fable 5.5, but nope. Just Anthropic telling us we can now use Claude to update our code in real time to defend against attacks from other Claude models that people will inevitably use against us. (AND TRUST ME, THEY WILL!)
Claude Security now keeps up with your code as it changes. Connect your repositories once. Claude runs a deep first scan, then re-scans as changes land, so findings stay close to the current state of your code. In public beta on Claude Enterprise.
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So basically, Fable 5.5 is already the best model in the world at pretty much everything, and now it's going to solve experimental physics problems too. Anthropic just can't stop winning.
Dr. Christopher Stubbs is joining our Long-Term Benefit Trust. Chris is an experimental physicist and a former Dean of Science at Harvard University. He has also advised the US government on national security and arms control. Read more: anthropic.com/news/christoph…
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Almost 70% of the web compromised, humans and AI working together to fix it, and literally nobody in my everyday life has a clue what I'm talking about.
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