For a quick introduction to the web interface, you can launch it via npm if Node.js is installed:npx t3@latestOn an Intel Mac, it is better to get the desktop build: there is no ready-made CLI for this architecture yet.What to keep in mind for nowModels, tools, and some behavior still depend on the provider. When switching agents, the conversation context is passed along, while the internal states of different agents remain separate.In the FAQ, the team re
claude vs gpt-5 code
In-Depth Review of T3 Code: The Killer of Claude Desktop and Codex Desktop? / Habr
Claude found 2 flaws in algorithms deemed indestructible—this is a first... and it changes everything.

Published on July 29, 2026 at 10:19 Comment 1 𝕏 Print © Anthropic Claude Mythos continues to achieve remarkable feats… and make troubling discoveries. For the first time, AI has uncovered two unprecedented mathematical flaws in encryption algorithms. With these two discoveries, AI has just proved that it can shake mathematical foundations considered unshakeable by human researchers. Claude Mythos Preview continues to uncover vulnerabilities in lines of cod
People Horrified That They'll Be Busted Now That Anthropic Is Watermarking AI Content

Shutterstock / Futurism Using AI to crank out everything imaginable, from your homework to emails to code, is great and all — until you have to own up to it. Fearless embracers of AI are suddenly clutching at their pearls, after Anthropic announced that its Claude chatbot will watermark the text it generates, potentially exposing anyone who wants to get away with using the tech without detection. The announcement has caused a meltdown in AI circles. “This
Anthropic will mark all texts generated by Claude, but the idea has “its limits”

Published on 11 August 2026 at 10:32 Comment 0 𝕏 Print © Anthropic In order to comply with the new European Union rules, Anthropic is going to implement a labeling system for content generated by artificial intelligence. It is based on watermarks embedded in text and signed provenance metadata. However, the company acknowledges that this system has “its limitations.” Since 2 August 2026, Article 50 of the AI Act has entered into force. Among these new Euro
Gemini hackers can deliver more potent attacks with a helping hand from… Gemini - Ars Technica
In the growing canon of AI security, the indirect prompt injection has emerged as the most powerful means for attackers to hack large language models such as OpenAI’s GPT-3 and GPT-4 or Microsoft’s Copilot. By exploiting a model’s inability to distinguish between, on the one hand, developer-defined prompts and, on the other, text in external content LLMs interact with, indirect prompt injections are remarkably effective at invoking harmful or otherwise uni
【Taking the Exam Before the Revision Is Recommended】I took the Claude Certified Architect – Professional (CCAR-P) exam today.【Exam Pass Experience Report】 #AI - Qiita

@takeshi_QiitainAR Advanced Technology Co., Ltd. (ARI)【Recommended to take before the revision】 I took the Claude Certified Architect – Professional (CCAR-P) exam today. 【Pass Experience Report】AnthropicClaudeClaudeCodeCCAR-PAI4Last updated at 2026-11-11Posted at 2026-11-11 Introduction Among the Claude certifications, I passed the highest-tier Professional CCAR-P with 837 points. For my preparation, after passing CCDV-F, I completed two passes through Min
Amazon Caught Destroying Rare Books to Train AI

Shutterstock / Futurism Amazon has been caught scanning and destroying a large shipment of rare books so it can train its AI models. In an investigation by 404 Media, a bookseller suspected that an order they received for 1,000 books on Biblio, a marketplace where buyers can remain anonymous, was for an AI company. So to get to the bottom of the mystery, they agreed to place an Apple AirTag between the pages of one of the volumes. They tracked the shipment
Top WSJ Editor Approves AI-Assisted Writing, Says AI is a "Fact of Modern Life" in Major Inflection Point for Media Industry

STAN HONDA/AFP via Getty Images/Futurism The Wall Street Journal is giving opinion authors the go-ahead to use AI in the writing process without requiring AI disclosures — a move by a top newspaper that feels like an inflection point for the media industry. On Monday, the billionaire Stanley Druckenmiller, a former hedge fund manager and founder of Duquesne Capital, published an article in the Wall Street Journal’s Opinion section titled “Let the Bond Mark
Did Claude Help an Amateur Astronomer Discover a New Planet?

Last month, Pavel Rabtsevich—a 28-year-old product manager living in Spain—was hunting for planets. He didn’t have any formal training in astronomy or even a telescope. What he did have was an internet connection and subscriptions to multiple AI tools. He’d been combing through public astronomical data captured by the Transiting Exoplanet Survey Satellite (TESS), a space telescope operated by MIT astronomers and launched by NASA in 2018. As its name sugges
We gave Claude the documentation, and it started writing automated tests for us / Habr

*RTFM: Read The F*** Manual Hello everyone! I’m from the Документерра development team. We build a platform for documentation websites, so I could talk about documentation for hours. But today’s story isn’t about the product. It’s about how documentation that testers used to review whenever they had time became the main source for their automated tests. How it used to beFor as long as I’ve been writing software, documentation has lived at the very end of t
World Plunged Into Chaos as ChatGPT, Claude, and Grok Suddenly Go Down Simultaneously: "Finally I Can See the Sun!"

Shutterstock / Futurism As if a million white collar workers suddenly cried out in terror at once, a great disturbance in the AI force forced down every major AI chatbot service — a brief moment of reprieve from our AI empire overlords. OpenAI’s ChatGPT, Anthropic’s Claude, Google’s Gemini, and X’s Grok mysteriously went down Thursday morning, and we still don’t know what’s behind it. “All the AI is down,” as one X user put it buntly. OpenAI’s status page
Nobody Will Say Why Every Major AI Chatbot Suddenly Went Down Yesterday

Shutterstock / Maximumm On Thursday, three major chatbots — ChatGPT, Claude, and Grok — all went down without warning. The simultaneous outage of three flagship from AI systems from three different providers was bizarre. But, in an exceedingly peculiar information gap, we still don’t know why models from Anthropic, OpenAI, and SpaceXAI respectively suffered outages at the same time, Wired reports. Whatever linked the disruptions, for now, remains unclear.
How I Stopped Retelling the Agent About the Project Every Morning: Memory for Claude Code, Codex, and Other Agents / Habr

It contains everything you need to start the working day: which rule applies, what is worth remembering, what is overdue, what needs review, and why a particular course of action was chosen over another. There is no need to explain any of it again.I’ll say something separately about the top section. It contains established project rules. You can store rules discovered through work there and link to the entries from which they emerged. For example, since th
Something was beeping in a pile of boxes: I found the source by sound with five gadgets and Claude Code / Habr

You run a Python web server that displays the main interface, and then connect as many devices as you like as listeners using a QR code or link. In my case, they were two iPads, a phone, a MacBook Pro, and a Surface Ultra.The devices then play sounds to one another to determine where each one is located.It did not work very well, so I added a “coarse mode”: you can drag the device icons on the map to roughly where they are, and the system then refines thei
AI companies turn to religion to guide chatbot behavior - Olhar Digital

Everything about Artificial Intelligence see more Technology companies are turning to religions and spiritual leaders to discuss the behavior of artificial intelligence (AI) systems. The initiative seeks to establish guidelines for chatbots to make responsible decisions, recognize moral dilemmas, and avoid harmful responses.This rapprochement raises a question: how can different human beliefs and values be incorporated into the rules that guide AI systems’
Anthropic’s New Agent Has No Cute Mascot, and You Probably Can’t Try It Yet
On Wednesday, Anthropic announced the “research preview” of a new agentic platform called Claude Duet. It has its own app on iOS and Android, and apparently at least some influencers are getting access. But for the time being Anthropic says to “join the waitlist“ if you’re interested—that is if you’re a Claude Pro or Max subscriber. Anthropic is decidedly not following the lead of its competitors in the consumer-facing agent space by making Claude Duet cut
Microsoft Copilot sometimes hands your intimate photos over to real people

Published on September 29, 2026, at 2:00 p.m. Comment 0 𝕏 Print © GaudiLab Editing a photo with Microsoft’s AI is nothing like a head-to-head contest with the machine. Human reviewers examine the original image and the result, with nothing blurred. Microsoft has humans rate the image edits produced by Copilot in order to train its model. Hundreds of contractors would thus compare the photo submitted by the user with the AI-generated version. The photos rea
Donald Trump’s new AI contradicts him... and gets censored

Published on October 1, 2026 at 3:00 PM Comment 5 𝕏 Print © Unsplash Donald Trump unveiled the government platform America.gov. This platform is designed to help Americans with their administrative procedures. It is also possible to ask a chatbot questions. A Guardian journalist had fun checking whether the chatbot’s answers were consistent with certain statements by Donald Trump… and the answer was no. Alongside the code of conduct for governing AI develo
129,000 Vulnerabilities Discovered: Anthropic Unveils the Impressive Results of Claude Mythos

Published on October 7, 2026 at 09:03 Comment 0 𝕏 Print © 01net Anthropic reveals that Claude Mythos has uncovered at least 129,000 vulnerabilities in a few months. In response, the startup decided to broaden access to its AI built for cybersecurity. Claude Mythos is living up to its promises. This Tuesday, October 6, Anthropic therefore announced the expansion of its Cyber Verification Program, the program that opens its most powerful AI models to cyberse
Google announces Gemini 3.1 Pro, says it's better at complex problem-solving - Ars Technica

Credit: Google Credit: Google Google also calls out the model’s improvement in ARC-AGI-2, which features novel logic problems that can’t be directly trained into an AI. Gemini 3 was a bit behind on this evaluation, reaching a mere 31.1 percent versus scores in the 50s and 60s for competing models. Gemini 3.1 Pro more than doubles Google’s score, reaching a lofty 77.1 percent. Google has often gloated when it releases new models that they’ve already hit the