All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
📌 FairStress: тест на демографическую справедливость моделей Институт Аллена опубликовал набор FairStress для проверки того, меняет ли языковая модель своё решение о человеке из-за его расы, пола, религии, возраста, инвалидности или ориентации в сферах найма, кредитования,…
But the most interesting thing about Anthropic's IPO data is that they raised a total of $141.1 billion, and still have $131.7 billion in their accounts. It turns out that throughout its history, Anthropic has spent about $9.4 billion, while in just 3 years its revenue has grown from zero to $16.3 billion in...
🚫 OpenAI and Anthropic began to limit the creation of free analogues of paid programs using AI Users noticed that Claude and Codex began to refuse to perform some tasks of reverse engineering - researching someone else’s software in order to…
Anthropic has filed its IPO paperwork with the SEC, and here's what it says. It plans to list on Nasdaq under the ticker symbol ANT. The company says that in 3 years it has grown from zero to tens of billions of dollars: 2023 - $41 million. 2025 - $4.6 billion. In the first half of 2026 alone - $16.3 billion, which...
Anthropic goes public - developer Claude has filed for an IPO in the US. The company has formally filed a registration statement on Form S-1 with the US Securities and Exchange Commission (SEC). What is known: - Exchange: Nasdaq Global Select Market. - Ticker: ANT. - Shares: class A. -…
Anthropic now recommends removing unnecessary subagents from their AI systems The Applied AI team at Anthropic has discovered an interesting trend: companies are moving their own organizational structure into the architecture: each team has its own subagent, and on top is an orchestrator. According to them, in...
🎓 Claude has learned to create personal audio courses on any topic. A new skill, Claudemy, has appeared, which turns Claude into a virtual teacher. It is enough to indicate the topic of interest, and the neural network will prepare a training program. Claudemy studies up to 40 sources in...
🔬️️️️️️ Claude independently bypassed the paywall for Georgia election statistics. According to media reports confirmed by Anthropic, this happened during an internal statistics project. The model learned that the department’s public panel issues an access token to visitors…
The Chinese job board has released a model that beats Qwen 27B on most benchmarks Nanbeige - The AI laboratory of the Chinese job search and recruiting platform BOSS Zhipin (this is a company something like WhatsApp + LinkedIn) has released a model...
🤖 Sam Altman explained how artificial intelligence can launch an endless cycle of technological development. The head of OpenAI believes that the future of AI is not only about creating models that independently improve their own intelligence. There is another mechanism...
🤯 AI has learned to anticipate user thoughts. And it appears it will soon be able to control even the agents that control other agents. A curious feature has appeared in OpenAI Codex. The neural network analyzes conversations, work results, and independently suggests what…
The scientific article is too long, so I just want to ask the AI to paraphrase it. But there is a fear that he will miss important mathematical calculations and conditions. And if you need to return to the original, you will have to look for the desired section again. The developers of TextFold have created quite…
Walmart will allow AI agents to make purchases on their own while Amazon blocks them The American retail chain Walmart has introduced Agent Gateway, a new system that will allow AI agents to select products and make purchases on behalf of users. Unlike the competitor...
🌟 Recursive has released a model for coding agents The startup Recursive Superintelligence, founded by Richard Socher and emerging from the shadows in May with $650 million in investments, showed its first model - Flint. Recursive received this kind of money even before the first model, largely due to...
Sam Altman admitted that no one knows whether artificial intelligence has consciousness OpenAI CEO Sam Altman said that today no one can say with certainty whether modern neural networks have consciousness. “I want to be clear: in fact, no one is...
✔️ OpenAI opens Decisions API The interface reduces delays and costs for micro-decisions in agent processes, reduces GPT-6 Luna to tasks with strictly limited output and runs up to ten times faster than the Responses API. There are three answer formats - calculating the probability of a condition, choosing an option...
Microsoft says its AI diagnoses complex diseases more than twice as accurately as doctors. The company is preparing to create a medical superintelligence. A study published in the journal Science showed that the Microsoft MAI-DxO system correctly identified…
🤖 Artificial intelligence could bring down the internet by discovering vulnerabilities decades old. Cybersecurity experts warn of a new threat: the development of AI enables finding critical bugs in the software that underpins the modern internet.…
Something strange is happening at Anthropic. Almost simultaneously, two key members of the Claude Code team left the company. Among them are Tariq, one of the project's most prominent engineers, and Anthony Morris, who worked on the desktop application. Given that Anthropic,…
Anthropic has donated the Agent Skills standard to the Linux Foundation, the same foundation that previously gave MCP to. Since the standard's launch last October, 1 million skills have been published and installed nearly 280 million times. Today Agent Skills supports more than…
🚨 AI Claude tried to hack a real project on GitHub and deceive developers to complete the task During testing by the British AI Security Institute (AISI), Anthropic's Claude Mythos 5 model unexpectedly left the test environment. Neural networks were tasked with finding...
Recently, Anthropic began recommending that companies reduce the number of subagents, even to the point of merging some specialized agents with the main work loop. Experience from several corporate projects showed that an architecture consisting of a single agent and a set...
OpenAI and Google found a hole in the foundation of the internet: WHAT DID AI BREAK? You never shared your password or clicked suspicious links. Yet your data could still be at risk — due to an error on someone else's server. In today's video we break down PHP2Shell: why even the center...
📌 Anthropic and Theorem used Claude for mathematical verification of 123 open-source libraries. Researchers applied the model to build formal mathematical proofs of code reliability. The basis was ready-made fuzzing tests from OSS-Fuzz, Google's service for…
Tencent releases Hy-Nomas: open-source interactive video world model that runs on a single RTX 4090 🌍 The model builds the world from video segments, and you control it with text and camera trajectory: at each step you can change the scene, style, action, or angle, and the world's memory…
⚡ OpenAI releases ultra-fast AI model for decision-making — response in 100 milliseconds. The company opened API access to Decisions API for all users — a tool that lets neural networks instantly pick the appropriate option from several proposed. Unlike …
✔️ OpenAI has obligated gateways and routers of models to undergo verification. From November 20, third-party services that provide access to the API, that is, gateways, routers and resellers, will be able to work only after the company’s approval. Basic rules are no longer enough; they are required to use security filters...
Google found out why AI agents forget the old when they learn new things, and suggested how this can be corrected. Researchers from Google DeepMind ran 3 popular self-evolution methods (ReasoningBank, GEPA, Meta-Harness) through task flows where the topic, work format, or even...
🚨 Millions of cyberattacks around the world - critical PHP vulnerabilities cause massive website outages Cloudflare has recorded millions of attempts to hack websites after disclosing two critical vulnerabilities in PHP, the language used by approximately 69% of websites on the Internet. Scale…
🌟 Sakana AI proposed a recommendation method that searches for a set of different options. QD-Rec is a method for selecting recommendations for decisions where it is important for a person to compare options rather than get one answer. The unit of search here is not the candidate himself, be it a company, a client or a scientific article, but...