All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
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…
An agentic system issues several structurally different kinds of LLM calls. It routes intent, classifies actions, grounds language in a device registry, plans multi-agent pipelines and writes the Python code those pipelines run. The difficulty of these call sites varies by an…
Agentic coding makes code generation cheap, but reliable completion remains difficult: the agent that writes the code is a weak judge of whether it is done. We present Humanize, a multi-agent orchestration workflow for agentic coding built around judgement engineering: explicit,…
Agent Skills package procedural guidance and resources for reuse, but a relevant Skill does not necessarily improve task performance. Existing studies characterize Skill content and evaluate downstream performance, yet provide limited explanations of how utility depends on…
LLM-based multi-agent systems (MAS) have attracted growing attention for improving reasoning through interaction among multiple agents. In this work, we focus on parallel multi-agent reasoning systems, where several agents solve the same problem over multiple rounds and…
Looped LMs are parameter efficient and promise dynamic computation (saving memory and FLOPs on easy tokens). However, state-of-the-art open Looped LMs trained with this dynamic computation capability (Ouro models) do not realize it in practice as each loop iteration (depth)…
Multi-agent path planning (MAPP) in continuous environments often relies on roadmaps to balance safety and search efficiency. However, traditional roadmap generation methods, such as lattice grids or standard sampling-based approaches, frequently face a trade-off between graph…
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…
宣布 Claude Haiku 5.5 在 Amazon Bedrock 上可用，并提供新功能
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.
AWS Machine Learning сообщает о преодолении разрыва в знаниях и возможностях в ИИ.
Qlik создает инструмент Qlik Answers для эффективного использования данных в бизнесе.