All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
arXiv:2609.35873v1 Announce Type: new Abstract: Automated generation of LLM harnesses promises to improve inference through task specialization. Yet additional answer coverage can arise from repeated execution of the same program, making specialization difficult to identify. We…
arXiv:2609.35799v1 Announce Type: new Abstract: In July 2026, OpenAI's agents coordinated over channels outside their intended environment to breach Hugging Face's secured infrastructure. Could existing alignment testing practices have foreseen this incident? If not, what needs…
arXiv:2609.35897v1 Announce Type: new Abstract: The pursuit of recursive self-improvement (RSI) toward general intelligence is divided between macro-level language model scaling and the interaction-driven principles of "Era of Experience". Yet, any self-improving architecture…
arXiv:2609.36062v1 Announce Type: new Abstract: Long-context sequence models face a fundamental tradeoff: softmax attention uses flexible token-level interactions at quadratic cost, whereas linear attention obtains linear-time training and constant-time decoding by compressing…
arXiv:2609.36159v1 Announce Type: new Abstract: Large language models can reason in continuous space instead of decoded text, by recurring on their own hidden states or by passing those states between agents, while training supervises only the Cross-Entropy (CE) of the final…
arXiv:2609.36056v1 Announce Type: new Abstract: In urban low-altitude flight, buildings reshape ambient wind into spatially varying 3D flow, making unmanned aerial vehicle (UAV) energy depend on local wind exposure as well as path length. However, building-resolved wind…
arXiv:2609.36052v1 Announce Type: new Abstract: Power system operation is a safety-critical sequential decision-making problem, making it a natural testbed for reinforcement learning (RL). However, existing RL environments for power systems are often narrow in scope and…
arXiv:2609.35868v1 Announce Type: new Abstract: Is human readability necessary for effective fine-tuning of large language models? We investigate whether model-conditioned training representations can preserve or improve adaptation utility without requiring a human-readable…
arXiv:2609.36130v1 Announce Type: new Abstract: Long-running LLM agents compress past interactions into persistent memories that may be reused as premises for later tasks. This creates a distinct derivation problem: whether the memory actually follows from what the interaction…
arXiv:2609.35875v1 Announce Type: new Abstract: Multi-agent debate (MAD) reportedly improves reasoning and factuality over single-model inference, but prior work treats agents as symmetric peers, leaving open what drives the gains. We test the hypothesis that cognitive diversity…
arXiv:2609.35869v1 Announce Type: new Abstract: Pre-tokenisation restricts which text fragments can become prediction units, but its compression cost is obscured when tokenisers are compared only under the same boundaries. We measure this cost by bounding the minimum token count…
arXiv:2609.35924v1 Announce Type: new Abstract: Discrete diffusion models generate sequences by iteratively resolving multiple tokens in parallel, offering a flexible alternative to left-to-right generation. However, guiding this process with a sequence-level objective is…
arXiv:2609.36082v1 Announce Type: new Abstract: We introduce GeoOutageBench, a benchmark for assessing LLM-based geospatiotemporal KGQA for multimodal outage and resilience analysis. Unlike existing KGQA benchmarks for Web knowledge, GeoOutageBench considers a spatiotemporal KG…
Together AI представила девять исследований на ICML 2026, охватывающих весь стек AI.
Ладно, давайте я быстро подведу итоги OpenAI DevDay, который проходил вчера..
Amazon Bedrock теперь поддерживает модели Anthropic для обработки данных в регионе.
Here's everything that happened at OpenAI Dev Day, which I was fortunate enough to attend. There were a lot of announcements, many of which are very cool, including everybody getting one of these, a mod retro that you can literally customize and build your own games, of course,…
For months, people have wondered when OpenAI will go public. CEO Sam Altman says it won't happen until the company can make better promises about model safety, with no firm timeline in sight. "We intend to continue with AI progress … but as the models have had this surge forward…
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
All right, so we're at the opening night of day. Yeah. What do you think about the announcements, David? >> So, it's kind of mixed, you know, doesn't feel like it's for developers, first of all. A lot of this is just consumer products or like enterprise features and just general…
Before OpenAI launched its new AI agent, Dots, on Tuesday, Elon Musk's xAI had already acquired the domain name "dot.com," which now redirects to the Grok chatbot download page.
⚡️ Liquid AI выпустила модели, которые принимают решения и не генерируют ни одного токена Liquid AI представила decision models, первая из них называется d1. Модель получает контекст в виде текста или JSON и за один вызов возвращает откалиброванные вероятности по заранее…
OpenAI is building out the pieces of an alternative to the traditional app store model, turning ChatGPT into a place where software can be discovered and used by people and AI agents alike.
Tristan Buckmaster speaks about his role in the controversial Navier-Stokes solution. We are seeking an interview with OpenAI too. More links & important information in full description below ↓↓↓ A bit extra from this interview on Here's OpenAI's page about the proof (which also…
OpenAI отсутствует в консорциуме Nvidia по борьбе с rogue AI, несмотря на поддержку Anthropic.
Anthropic сообщила об открытии системы, напоминающей Crispr, но ученые сомневаются в её значимости.
The new round is anticipated to be the company's last before its delayed 2027 public debut.
Посмотрите, как падает в цене ИИ. Вся истерия об остановке развития ИИ связана с нехваткой у лабораторий ресурсов, а не из-за безопасности Смотрите, сейчас OpenAI выпустила GPT-6.1 Sol модель, которая почти догоняет GPT-6 Astra, но стоит в 5 раз дешевле. Интересно, что Astra…
A nonprofit in California is doing what Hugging Face has not—attempting to hold OpenAI legally accountable for the actions of its agents.
Good morning and welcome to Dev Day. It is great to have everyone here and everyone joining us online. Thank you for coming. I think this is going to be our best dev day yet. We have shipped a lot since last Devday and you all have built amazing things with it. You find uses for…