All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
Production LLM agents are evaluated repeatedly as they evolve, but full agent benchmarks are costly to rerun. We study efficient recurring evaluation for a production analytics agent serving tens of thousands of monthly active users and report first-hand deployment experience.…
Autonomous software generation (ASG) aims to turn human requirements into executable applications, but delivering these applications does not necessarily establish that their interacting components satisfy the specified behavioral requirements. We introduce GameASG-Bench, a…
Agentic marketplaces are emerging where AI agents with varying capabilities autonomously complete specialized tasks for buyers. A major challenge of such marketplaces is that buyers cannot easily determine which agent will perform best on their tasks. Reported benchmark scores…
Air operations rely on complex rules, established procedures, and time-critical analysis under limited connectivity and strict security constraints. In such environments, analysts must combine written doctrine with images, often without access to external computing resources.…
Online agent deployments produce abundant execution traces, while task-specific verification and expert annotation are costly to scale. We study how to distill these traces into reusable feedback without post-hoc outcome labels, drawing on their evidence of local progress,…
Post-training plays a pivotal role in enhancing the reasoning capabilities and task-specific expertise of large language models (LLMs). Despite recent advances in post-training methods, such as Group Relative Policy Optimization (GRPO), their practical deployment remains impeded…
Sparse representation formulates the environment perception for the end-to-end driving system as a set of discrete elements like objects and lane lines. This formulation meets safety risks in crowded, occluded scenes dealing with unstructured obstacles, uncertain regions, and…
Multimodal trajectory prediction improves behavioral coverage in end-to-end autonomous driving, but existing methods remain limited by sparse scene representations. Incomplete evidence leads to low-quality candidate generation and unreliable ranking among geometrically similar…
Grock 4.7 is here, but let me start with something different today. We're going to look at Elon's tweet. This was from about a week ago in which he was predicting how good the different Grock versions would be. And he says right here, "Grock 4.7 should be roughly on par with…
OpenAI outlines priorities and principles for rigorous, secure, and independent third-party AI safety assessments of frontier models and safeguards.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Apple Store architect Ron Johnson says Apple's secret sauce has always been its people.
Meta founder and CEO Mark Zuckerberg has gone to great lengths to hype the security of its new AI assistant, Muse, claiming it is “built from the ground up for privacy and security.” A zero-day vulnerability that gives locally run apps and terminal commands complete control of…
Упрощение обслуживания моделей на нескольких GPU с NVIDIA TensorRT.
OpenAI создает консультативную группу по математике и ИИ.
Калифорния ужесточает правила использования ресурсов ИИ-центрами данных.
California Gov. Gavin Newsom has signed seven bills designed to prevent AI data centers from passing utility costs onto residents, as reported earlier by the Los Angeles Times. The package of laws requires the California Public Utilities Commission to introduce a new rate…
The group won't be given leeway to slow down or redirect OpenAI's ongoing mathematical research.
John gave GPT-6 Astra a moonshot: design the flight-control experience for a new personal aircraft. The gap between generating an interface and designing a system is massive, and AI models have always fallen short. Until now. Astra reasoned through the audience, jobs to be done,…
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Veeral gave GPT-6 Astra a one-line feature request: add routing controls for individual API keys. Astra found the right settings, made the changes, and used computer use to check its own work. It verified the mobile experience without being asked. About 12 minutes of…
Meta’s new AI agent Muse has racked up more downloads and daily active users in the U.S. and Canada than ChatGPT did over the same period after its mobile debut, according to new estimates from Appfigures.
Don’t sleep on Astra. Quinn Johnson started working with GPT-6 Astra differently in Codex: he shared the goal, added context, and let it tackle the problem his team had been working on. On a cache-reuse audit, Astra connected patterns the Notion team had overlooked, then…
“How do we save time and effort and energy for our clients?” For David Wang, Cooley’s Chief Innovation Officer, that question is central to IPO preparation, when information requests, drafting sessions, and reviews place heavy demands on senior executives. With GO Public, built…
Этим летом Gemini сильно обновился. Изменились модели, выпадающее меню и вместе с ними тарифы. Я разберу то, что вы реально будете использовать сегодня . Начнем с первого входа и закончим выбором подходящей модели для вашей задачи. В конце вы освоитесь и будете использовать его…
Макеты из-под нейросетей выглядят как дешевый ИИ-слоп только по одной причине: экраны генерируют раньше, чем заложена общая дизайн-система. Правильный процесс всегда начинается с базы — шрифтов, цветов и компонентов. В Replit Design можно импортировать готовые стили из Figma или…
Washington and Beijing have grown ever more linked in the AI boom, making hardware exports and technological restrictions hefty bargaining chips in negotiations.
The corkscrew turn at Laguna Seca Raceway was the site of multiple overtakes at this year’s autonomous race. | Credit: IAC The latest Indy Autonomous Challenge, or IAC, university race took place on Sept. 3, prior to the annual Grand Prix of Monterey weekend. This year’s event…