Smart portal about artificial intelligence and high technology in Kazakhstan
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…
Digital Казахстан [музыка] через 2-3 года. Каким он видится вам? Через 2-3 года Digital Казахстан, я думаю, будет везде запущены беспилотные [музыка] такси по всей стране, максимально заработает криптоэкономика, все услуги, которые предоставляются [музыка] государством, будут…
Hi everyone. My name is Lily. I'm the president of the Salana Foundation. Who here has heard of Salana before? Okay. All right. Pretty pretty good part of the audience. Who here holds Salana? All right. Okay. We're going to work on that a little bit. Uh so, uh you've probably…
Hi guys, very nice to see you. Uh very nice to see you here. Um happy to join digital bridge 2025 and I'm very honored to be invited by uh ministry uh digitization Kazakhstan also blockchain association and today I see our friends already shared one interesting topic about AI.…
A Blog post by Liquid 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”…
👾 Decentrathon 6.0 is the main hackathon in the country! Astana Hub and Blockchain & AI Technology Center (BAITC) organize the Decentrathon 6.0 hackathon with the support of the Ministry of Artificial Intelligence and Digital Development of the Republic of Kazakhstan. 🗓 October 30-31, 2026 📍 19 cities of Kazakhstan In two days...
Anthropic says it has cut the extraction of Claude's internal reasoning tokens by 90 to 99 percent. The company links the large-scale distillation attacks to Chinese companies Zhipu and Moonshot, and has already banned tens of thousands of accounts. The article Anthropic says it…
AI labs are starting to buy data from defunct startups to train their models.
When Keelan Miskell began winding down his crypto startup this year, he didn’t think its data was worth much: the users were anonymous, the company just a few years old. But he’s since turned the firm’s digital archives into real money. He’s netted roughly $25,000 for his code…
Network School, основанная технологическим предпринимателем Баладжи Шринивасаном, привлекает инвестиционный раунд при оценке в $2 миллиарда. Штаб-квартира проекта находится в Казахстане. Среди участников раунда — Polychain Capital, Andreessen Horowitz и Coinbase. О раунде…
How to manage a crypto giant across completely different markets – from Central Asia to Africa? Digital Donut asked this and many other questions to Binance Regional Director Kirill Khomyakov. In the first part of the interview, we discussed the inevitable merger of banks with crypto, the nuances...
🧠Sakana AI представила MASS — Multi-Agent Self-Supervision Это метод рекурсивного самоулучшения модели через коллективную работу её собственных виртуальных агентов Одна и та же модель распределяет задачи между субагентами, ищет более эффективные схемы их взаимодействия, сама…
Технологический проект Network School, штаб-квартира которого находится в Казахстане, объявил о привлечении инвестиций при оценке бизнеса в $2 млрд. В раунде участвуют крупные международные игроки венчурного и криптовалютного рынков, включая Polychain Capital, Andreessen…
🔼 Биткоин вырос на 6,4% в сентябре: что ожидают от октября? Биткоин завершил сентябрь ростом на 6,4%, хотя исторически этот месяц часто был для него неудачным. По данным Binance Research, это второй лучший сентябрь для BTC с 2017 года. При этом октябрь традиционно считается…
⚡️ Sakana AI taught the model to learn from its own team of agents Sakana AI, together with UC Berkeley, introduced MASS (Multi-Agent Self-Supervision). This is a way of recursively self-improving a model without people and without an external teacher. This is the idea. One model plays three roles at once:...
Баладжи Шринивасан негізін қалаған Network School технологиялық жобасы 2 млрд долларға бағаланып, инвестиция тарту кезеңіне өтті. Қазақстанда штаб-пәтерін орналастырған компания Астанада жаңа кампус ашып, технологиялық мамандарды даярлауды жоспарлап отыр, деп хабарлайды…
arXiv:2610.12879v1 Announce Type: new Abstract: Diffusion language models generate tokens in parallel, but still require multiple sampling steps to produce high-quality text. In this paper, we investigate whether a model can learn to generate an entire sequence in a single…
Итоги уходящей недели - то, что имеет значение Бизнес ИИ- компаний Карта рынка ИИ в клиентском сервисе: куда уходит маржа Вышла платформа, которая выступает закупщиком для экономики ИИ-агентов Доклад крупной инвесткомпании мира о деньгах ИИ-агентов и инфраструктуре. Экономика…
Teams of AI agents barely outperform solo agents but cost up to 5.1x more, according to Vals AI. Only one out of four tests with GPT-6 Sol and Claude Opus 5.5 showed a measurable gain. Anthropic's own data backs this up: beyond ten agents, quality plateaus while token costs keep…
Data from a16z shows a Jevons paradox in the AI market: token prices keep falling, but H100 GPU rental prices hold steady or climb. Cheaper AI drives demand faster than costs drop. If that demand flattens, the chain from chip makers to cloud providers takes a hit. The article…
✔️ Криптоиндустрии пора готовиться к взлому кошельков с помощью ИИ Исследователь Джастин Дрейк предложил блокчейн-индустрии готовиться к режиму бункера, то есть к массовому переводу средств на новые адреса на случай, если ИИ поможет взломать ECDSA. На этой схеме цифровой подписи…
💸 Anthropic начала раздавать API-кредиты подписчикам Claude Max Теперь в зависимости от уровня подписки пользователям дают отдельный ежемесячный бюджет на API-вызовы Claude — можно тратить его из собственных приложений, скриптов, CI-сборок и других проектов. При этом лимиты…
The math apocalypse has begun. Scott Aaronson calls this the biggest day in mathematical history. A global coalition of mathematicians formed together to oppose AI math. Only humans allowed. No clankers. Now, Anthropic worried that some of these strongly worded letters might…
At the start of every session, LLM agents load a fixed context file, such as $\texttt{AGENTS.md}$. Each loaded token in the file is charged again in every later round of the session, and these files can degrade performance as they grow in size. However, in practice, human or…
Ты всё ещё сидишь в Claude Code БЕЗ МОДОВ? В недавнем обновлении Anthropic открыла поддержку модов. Теперь прямо в Claude Code можно внедрять свой JavaScript и TypeScript код. В новом ролике прокачиваем Claude Desktop модами. Добавляем панель мониторинга процессов, кастомизируем…
🌐 9 қазанда alem.ai алаңында Network School ұйымдастыратын жыл сайынғы Network State Conference конференциясының тікелей трансляциясы өтеді. Конференцияда технологиялар мен жаһандық қауымдастықтардың болашағы, цифрлық егемендік, құпиялылық, стартап-қоғамдар және…
Ethereum researcher Justin Drake is urging the crypto industry to prepare a "bunker mode" for a scenario where AI-powered math could break wallet signature schemes within months. Vitalik Buterin broadly agrees but warns against rushed migrations, saying he's personally lost more…
✔️ Anthropic даёт стартапам год Claude Team и 1000 долларов на API Программу Claude for Startups расширили - участникам полагается год тарифа Claude Team на пять премиальных мест и 1000 долларов кредитов на разработку с Claude. Этим шагом компания стремится переманить…
🔐 Digital Financial Assets Round Table: закрытый круглый стол о рынке цифровых активов 15 октября Kazakhstan Fintech Network проведет в Алматы Digital Financial Assets Round Table – закрытый круглый стол для участников рынка цифровых финансовых активов. В центре обсуждения…
ИИ-компании тихо проверяют возможный взлом криптографических протоколов и примитивов На фоне таких сообщений вчера Виталик Бутерин и Джастин Дрейк призвали криптоиндустрию без паники переводить основную часть своих средств на свежие адреса, которые ещё ни разу не подписывали…