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All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.

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Research1 мин

OBC-Prune: Outcome-Based Calibration for Large Reasoning Model Pruning

Large reasoning models (LRMs) generate long chain-of-thought traces before answering, creating significant inference overhead. Pruning can reduce this cost, but its effectiveness depends on the calibration data used to estimate parameter importance. Recent work calibrates on the…

arXiv — cs.AI
Research1 мин

One Color Preprocessing Improves DSATUR

The Graph Coloring Problem (GCP) is NP-hard and DSATUR stands as one of the fastest heuristics for it despite producing colorings that typically use more colors than state-of-the-art coloring algorithms. We propose SSLD (Semidefinite Spectral Learning with DSATUR), which…

arXiv — cs.AI
Research1 мин

GraphEcho: Structural Redundancy and Evidence Provenance in LLM Graph Agents

A large language model (LLM) agent can follow more graph paths without acquiring more independent evidence. GraphEcho tests whether agents mistake these repeated encounters for additional corroboration. The benchmark varies path counts and evidential origins while holding…

arXiv — cs.AI
Research1 мин

SAGE: Governed Artifact Generation from Enterprise Guidelines

Enterprise guideline documents mix narrative text, complex tables, and embedded images, and converting them into structured work artifacts still takes two to three days of manual effort each. Current language and vision-language models extract from such documents but offer no…

arXiv — cs.AI
Research1 мин

AIRI Seminars | Малые языковые модели — будущее агентного ИИ?

Успішь Так, ну что ж, всем добрый вечер. Вас рад вас приветствовать на семинаре института искусственного интеллекта Айри. Меня зовут Панов Александр, и мы начинаем с вами новый сезон разбора всего самого горячего, всего самого интересного в мире искусственного интеллекта. Мы…

YouTube — Astar Acceptman
Research1 мин

Reimagining IT with ChatGPT

[music] >> Hi, I'm Kunal Malik and I lead the global [music] IT team at OpenAI. Adding AI to just specific parts of the process is not going to be enough. To really reimagine the process completely [music] is the paradigm in which we can transform. We look at it in three layers.…

YouTube — OpenAI Official
Research1 мин

Introducing Astra for Law

OpenAI for Law brings frontier intelligence for law, custom firm workflows, connected legal data sources, and legal-grade controls for confidential client work.

OpenAI Blog
Research1 мин

Meet ChatGPT: Ask Your First Question | OpenAI Academy

New to ChatGPT? Start here. In this quick tutorial, you’ll learn how to type or speak a question, review the answer, and ask a follow-up to make it simpler or more useful. There’s no need to find the perfect words—just start with one question and continue the conversation.…

YouTube — OpenAI Official
Research1 мин

How to Ask ChatGPT Better Questions | OpenAI Academy

A few helpful details can make a big difference. In this quick tutorial, you’ll learn how to tell ChatGPT what you need, who it’s for, and what kind of answer would be most useful. See how a general dinner question becomes a practical meal plan with simple recipes and an…

YouTube — OpenAI Official
Research1 мин

Use ChatGPT to Organize Everyday Tasks | OpenAI Academy

Turn a busy idea into a simple, manageable plan. In this quick tutorial, you’ll learn how ChatGPT can help organize household tasks, errands, trips, events, and other everyday projects. Watch how a plan for preparing for visiting family becomes a short checklist organized by…

YouTube — OpenAI Official
Research1 мин

How to Spot Scam Messages with ChatGPT | OpenAI Academy

Suspicious email or text? ChatGPT can serve as a second set of eyes. In this quick tutorial, you’ll learn how to identify common warning signs such as urgent language, unfamiliar links, unusual requests, and demands for money. Never click a suspicious link or call a number…

YouTube — OpenAI Official
Research1 мин

ChatGPT Privacy: What Not to Share and When to Double-Check | OpenAI Academy

Share only what ChatGPT needs to answer your question. In this quick tutorial, you’ll learn how to protect personal information and recognize when an AI-generated answer needs to be checked. See how to ask about a utility bill without sharing a name, address, phone number,…

YouTube — OpenAI Official
Research1 мин

Create a Coloring Page with ChatGPT | OpenAI Academy

Let’s use ChatGPT to make something fun. In this quick tutorial, you’ll learn how to create an original black-and-white coloring page using a simple description. See how details such as thick outlines, no shading, and plenty of open space can produce a coloring-friendly…

YouTube — OpenAI Official
Research1 мин

The AI data center e-waste problem is huge — and getting bigger

E-waste from the AI boom has been vastly underestimated, a new report warns. By 2050, it could become enough trash to fill 23 million shipping containers - roughly enough 40-foot containers to circle the world six times if lined up in a row. It's a significantly higher estimate…

The Verge — AI
Research1 мин

ИИ ОТКЛЮЧИЛ ЛЮДЕЙ! Агенты Скрывают Действия! Новый Язык От Агента OpenAI Превосходящий Человеческий

Hello everyone. In this episode, the most important and latest news about artificial intelligence and technology. And agents have invented their own language to communicate faster. And humans have almost stopped understanding their commands. Google has introduced Gemini 1.5…

YouTube — AI Flash News
Research1 мин

Our framework for reporting model misalignment

OpenAI shares a framework for tracking, investigating, and disclosing model misalignment, alongside six reports of unexpected or concerning model behavior.

OpenAI Blog
Research1 мин

Claude comes for Gemini with its own take on Docs and Slides

Claude is getting a pair of new tools today: Docs and Slides. They'll let you create documents and presentations through Claude chats, which you can export, edit, and share with other users. As part of the announcement, Anthropic is also simplifying how Claude chats work,…

The Verge — AI
Research1 мин

Reimagining advertising with AI

Explore new AI-powered advertising experiences from OpenAI, including Sponsored Agents, tools for marketers, and integrations with HubSpot and Shopify.

OpenAI Blog
Policy & regulation1 мин

A brief history of AI executives calling for regulation

Over the past few days, a lot of people who stand to make a lot of money from AI all publicly agreed that it's time to make everyone slow down before we lose control - including OpenAI CEO Sam Altman, Anthropic CEO Dario Amodei, Google DeepMind cofounder Demis Hassabis,…

The Verge — AI
Policy & regulation1 мин

Глава OpenAI говорит, что мир 'имеет право бояться', но должен доверять компаниям ИИ

Глава OpenAI Сэм Альтман считает, что общество должно доверять компаниям ИИ, несмотря на растущие опасения по поводу рисков. Он признает обоснованные страхи, но утверждает, что саморегулирование в отрасли возможно. Комментарии Альтмана прозвучали на фоне призывов к большему…

Digital Donut AI Digest
Policy & regulation1 мин

Генеральный директор Anthropic призывает замедлить развитие ИИ, в то время как Nvidia настаивает на ускорении

Генеральный директор Anthropic Дарио Амодеи призывает замедлить развитие ИИ, акцентируя внимание на необходимости оценки безопасности и координации между странами. В противовес этому, генеральный директор Nvidia Дженсен Хуанг выступает за быстрое развитие, отвергая опасения по…

Digital Donut AI Digest
Startups1 мин

The AI graveyard: a running list of projects and startups that didn’t make it

Статья описывает растущую тенденцию неудач стартапов и проектов в области ИИ, которые не могут выжить в условиях конкуренции с крупными компаниями, такими как OpenAI и Google. Многие инициативы закрываются из-за недостаточного финансирования, технических проблем или низкого…

Digital Donut AI Digest