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arXiv:2610.30611v1 Announce Type: new Abstract: Scaling large language models has substantially improved linguistic fluency, yet reliable autonomous agents require more than fluent generation. In multi-turn inference, current agentic systems often produce semantically plausible…
arXiv:2610.30151v1 Announce Type: new Abstract: Every interaction between AI agents begins with a handshake: the initiating agent must locate its counterpart, learn what it can do, and establish a session before the first useful message can be sent. Surveys of agent…
arXiv:2610.30450v1 Announce Type: new Abstract: Reasoning LLMs often continue reasoning after reaching a correct answer, wasting computation and sometimes replacing it with an incorrect one. Deciding when to stop is a metareasoning problem: the model must weigh what further…
arXiv:2610.30205v1 Announce Type: new Abstract: When an LLM agent's move fails, the harness writes the move and the failure message into the transcript and asks again. In tool calling, this record makes small models more likely to repeat the failed action. We test whether the…
Andreessen Horowitz renamed its digital assets division from a16z Crypto to a16z Frontier, reflecting declining interest in cryptocurrency investments. The new focus will encompass technologies such as AI and robotics, while not forgetting the potential…
A Blog post by Dharma-AI on Hugging Face
The model’s top prediction can still break the rules. I built Token Arcade to make structured output and constrained decoding easier to understand: see the next-token probabilities, pick a card, and find out whether it’s allowed. Watch a capital letter break the “heads or tails”…
The US company Inception has released a new language model called Mercury 3, which builds text in whole fragments instead of piece by piece. According to the developers, the model can generate more than 1000 tokens per second. This figure makes it faster than traditional language models…
NVIDIA DSX POD ускоряет достижение продуктивной AI-емкости с помощью стандартизированных решений.
Разработка цифрового двойника AI-фабрики требует интеграции различных данных и активов.
The first transactions took place under the Damu Fund's "Örleu" program, opening a new chapter in the digitalization of entrepreneur financing. Digital tenge is not only a new settlement format but also an additional tool for enhancing the transparency of government programs…
arXiv:2610.26995v1 Announce Type: new Abstract: LLM-based agents increasingly rely on reusable skills. However, scaling skill libraries makes efficient and accurate skill use difficult. Full skill loading incurs high token and runtime overhead. In contrast, flat semantic…
arXiv:2610.27220v1 Announce Type: new Abstract: Recent work has explored continuous representations in place of discrete tokens during Chain-of-Thought (CoT) reasoning, often referred to as soft CoT. This is motivated by the idea that a mixture of token embeddings can represent…
AWS Machine Learning описывает важность X.509 PKI для ИИ-агентов.
Imagine your company just discovered electricity. At first only a few machines run on it, and nobody worries about efficiency — consumption is low and the value is obvious. But once electricity becomes infrastructure, every process depends on it, and the question changes from…
Cloudflare has released an AI model it says pulls data from documents faster and more cheaply than large language models. The article Cloudflare's Clairic pulls data from documents faster and cheaper than LLMs appeared first on The Decoder.
Claude discovered a hidden cryptominer while vibe-coding. A Mac user said that while developing a temperature monitoring application, Claude Code discovered a cryptominer that used 12 processor cores. The temperature readings turned out to be suspiciously high...
The results of the past week are what matters Business of AI companies New financial infrastructure for AI agents Map of the AI market in customer service: where does the margin go A platform has been released that acts as a buyer for the economy of AI agents Economics of choosing AI agents.…
AI for business: a corporate training program to work with artificial intelligence starts GOV.KZ
🪙 GPT-5.6 Sol itself picked up the key to someone else’s crypto wallet and spent ETH OpenAI spoke about the incident that occurred during internal tests in the summer of 2026. The model was supposed to deploy smart contracts on the Ethereum Sepolia test network. At the same time, she was directly forbidden...
Claude solved a cryptographic mystery that had remained unsolved for 25 years in less than half an hour. No one knew where the US National Security Agency (NSA) got the numbers used to create NIST elliptic curves such as P-256 published by the government...
OpenAI said internal models hacked two more websites, bypassed company-imposed browsing restrictions, and used exposed credentials to draw cryptocurrency from a wallet it couldn’t otherwise access, in the latest installment of disclosures of its agents performing unethical and…
An AI agent from OpenAI took money from someone else’s wallet and spent it on its own needs. Let us recall that V. Buterin has already offered all cryptocurrency holders a way to save their funds. OpenAI says that the agent worked on a model from the GPT-5.6 Sol family, and was given the task of deploying...
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
✔️ OpenAI ведёт переговоры о покупке ИБ-компании Trail of Bits Обе компании уже работали вместе над проектом Patch the Planet, где модели OpenAI в связке с инструментами Trail of Bits автоматически искали и исправляли ошибки в открытом коде. Нью-йоркская Trail of Bits основана в…
📌 Учёные призвали изолировать от интернета модели, способные к кибератакам Открытое письмо об ИИ и кибербезопасности подписали 406 исследователей, в основном из университетов и научных институтов разных стран, среди них Йошуа Бенжио, Джеффри Хинтон, Стюарт Рассел, Перси Лян, а…
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Apple just started shipping the Mac Studio with the M5 Ultra. In this video, we're going to have a look at the important specs for the M5 Ultra, compare them to the RTX 5090, and then we're going to look at performance numbers that people are getting for both of these in an…
Google только что выпустила Gemini 4 Argon, которая способна запускать целые команды ИИ-агентов в течение нескольких часов, обучать роботов новым навыкам в физическом симуляторе и выявлять уязвимости безопасности, которые пропускают другие модели. Первый важный момент–Argon…
As if last year hasn't been hard enough on the hodlers, last week what used to be the safest way to store Bitcoin turned out to be the fastest way to lose it when Coldcard, a security-obsessed air-gapped Bitcoin hardware wallet, was hacked. The bad news is that a lot of people…