Все опубликованные аналитические материалы, исследования суверенного стека, новости экосистемы и обзоры моделей ИИ.
Enterprise systems increasingly rely on automated workflows, yet many AI-driven solutions remain brittle under non-stationary conditions, evolving policies, and delayed operational feedback. While reinforcement learning and large language model (LLM) agents offer partial…
We present BEACON-SP, an ontology-grounded Graph Retrieval-Augmented Generation (GraphRAG) framework for clinician-facing decision support in behavioral health settings such as suicide prevention, where effective assessment requires integrating heterogeneous clinical,…
Persistent memory allows an LLM agent to carry experience across conversations, but it also turns a local reasoning mistake into a durable one. During deliberation, an agent may consider a plan, simulate a tool result, report another speaker's belief, and then reject all of…
Large language models can extract useful signals from heterogeneous enterprise data, but high-recall extraction often produces outputs that are duplicated, uneven in granularity, semantically overlapping, or too numerous for downstream systems and human reviewers to use…
Simulating individual behavior requires large language models (LLMs) to preserve persona traits while adapting to dynamic social contexts. However, general-purpose LLMs often flatten distinct personas, while task-specific tuning suffers from fragmentation and generalization. To…
The search for a common view of justice and fairness has challenged human collective activity, as our diverging judgments are unavoidably shaped by the self-interests of social position, personal benefit, cultural inheritance, and historical circumstance. John Rawls famously…
This article develops a failure-mode framework for analyzing how advanced artificial intelligence could contribute to human extinction, irreversible civilizational collapse, or permanent human disempowerment. The central thesis is that catastrophic AI risk does not require…
The global building boom of power-hungry data centers is straining electrical grids, causing greater reliance on energy from polluting fossil fuels. Christina Delimitrou, a newly tenured associate professor at MIT, is fighting this environmental threat by rethinking how the…
Enterprise generative AI applications require robust safety mechanisms that can accommodate diverse risk postures, evolving policies, and varying latency constraints. Current guardrail solutions often suffer from rigidity, relying on fixed policy sets and offering limited…
Compositional generalization remains challenging when language models must combine familiar reasoning operations in unfamiliar ways. The Scenario-Based Commonsense Reasoning Evaluation (SCoRE) 2026 tests this ability on three mixed domains absent from training and requires…
AI agents increasingly operate in environments where they can diagnose failures and improve through experience, yet existing evaluations largely measure what an agent can do at a fixed point in time rather than how effectively it learns. Evaluating self-improvement requires…
Anthropic выкатила Haiku 5.5: модель примерно на 75% дешевле Haiku 4.5 и обходит GPT-6 Luna. Быстрее и умнее Haiku 4.5 Настраиваемая глубина рассуждений Создана для быстрых задач и работы в качестве субагента Для запросов до 100 тысяч токенов цена такая же, как у Luna, но по…
OpenAI disrupted two AI-enabled influence operations that used false-front journalists and a think tank to spread geopolitical messaging.
Привет. Спасибо, что сегодня с нами. Меня зовут Ник. >> А я—Даниэль. >> Мы работаем в команде по взаимодействию с разработчиками здесь , в OpenAI. Позвольте начать с небольшого опроса в зале. Поднимите руку те, у кого начало дня выглядит так: почта пуста, в голове ясность, и вы…
Объявлена доступность Claude Haiku 5.5 на Amazon Bedrock с новыми возможностями.
Anthropic анонсировала Claude Haiku 5.5 с 90%-ным снижением цен на токены.
Инженеры из Axiom заставили ИИ управлять Toyota Corolla для обеда в In-N-Out.
OpenAI запускает 'Интеллектуальный интерфейс' в ChatGPT с интерактивными визуалами.
Amazon Quick и Amazon Bedrock реализуют контроль доступа в реальном времени для защиты конфиденциальной информации.
OpenAI is launching a new Intelligent UI feature in ChatGPT that allows the chatbot to answer your questions with interactive visuals. The update, which is rolling out to all users alongside GPT-6, gives ChatGPT the ability to combine a text response with diagrams, charts,…
OpenAI is rolling out GPT-6 with "Intelligent UI," a feature that turns answers into interactive interfaces with charts, buttons, and forms. The model can now respond while still thinking, cutting wait times by 44 percent. Paying customers get GPT-6 Sol, free users get GPT-6…
Anthropic's new Claude Haiku 5.5 crushes its predecessor in benchmarks, jumping from 15.7 to 72.4 percent on the OSWorld computer use test. Token prices drop by up to 90 percent, though a new tokenizer eats into some of those savings by consuming more tokens per task. The…
What’s in a URL anymore, really. For the first time in years, the Internet Corporation for Assigned Names and Numbers - better known as ICANN - is accepting applications for new top-level domains. These are the suffixes at the end of all URLs, and you may know them as things…
⚡ Anthropic представила Claude Haiku 5.5 Claude Haiku 5.5 — самая быстрая и доступная модель в линейке Claude 5.5. Она рассчитана на задачи, где важны скорость, низкая стоимость и масштабирование: массовая обработка запросов, классификация, автоматизация, простые агенты и…
🍌 Google выпустила Nano Banana 2.1 Новая версия стала аккуратнее редактировать отдельные области изображения, лучше сохранять мелкие детали после нескольких изменений и стабильнее работать со сценами, где сразу несколько персонажей. Также улучшили текст и инфографику, добавили…
OpenAI is launching a new user interface that will bring interactive visuals to ChatGPT.
OpenAI is updating ChatGPT for all users with an “Intelligent UI” that’s more visual—generating interactive elements as part of the chatbot’s outputs.
Biohub, the research organization backed by Mark Zuckerberg and Priscilla Chan, is coordinating a $1.8 billion initiative to train AI models that predict cell behavior. Meta, Google DeepMind, Isomorphic Labs, and the US Department of Energy are funding data, lab equipment, and…
Google's AI watermark detector SynthID is now public. Anyone can check whether images, videos, or audio were created by Google's AI or partners like OpenAI and Nvidia. More than 180 billion pieces of content already carry the watermark, but the tool only identifies…
Cornerstone OnDemand сократила время диагностики баз данных на 78% с помощью Orion AI.