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

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Research1 мин

Is AI Actually Going to Kill Us All?

This week on “Uncanny Valley,” we dig into a former Anthropic researcher’s AI doomsday warning, the latest upgrades from Apple’s event, and the census report that claimed Trump won the 2020 election.

Wired — Artificial Intelligence
Research1 мин

Introducing the Agents API

The Agents API brings a hosted version of the Codex harness to your applications. See how to build an agent that investigates production incidents, connects to tools through MCP, follows a runbook, and delivers a shareable report with evidence and suggested next steps. Learn…

YouTube — OpenAI Official
Research1 мин

Data agent in ChatGPT Work

Now everyone can put data to work. We’re introducing a new Data agent in ChatGPT Work so you can turn your company’s data into answers, interactive dashboards, and action—just by asking. Just add the Data Plugin in the ChatGPT Work, connect to the data sources and context you…

YouTube — OpenAI Official
Research1 мин

Mathematicians want proof OpenAI didn’t use their work

Sam Altman, chief executive officer of OpenAI, during a media tour of the Stargate AI data center. | Bloomberg via Getty Images Another researcher is challenging OpenAI about the data driving its increasingly impressive array of mathematical discoveries. Just days after a bitter…

The Verge — AI
Research1 мин

The Equation That Might Destroy Itself

I did not think I would live to see the day when this mathematical problem gets solved and I just did likely. So, I am kind of sitting here in disbelief. Something that nobody has ever been able to prove the Navier-Stokes existence and smoothness problem has been very likely…

YouTube — Two Minute Papers
Research1 мин

we JUST got played...

Итак, нам нужно это обсудить. Буду с вами честен, я очень зол из -за всей этой ситуации. Сейчас расскажу почему. Это Джейкоб Коксон. Он уволился из Anthropic, заявив, что ни OpenAI, ни Anthropic не понимают, что делают. Они играют с нашими жизнями, и ИИ может погубить нас всех к…

YouTube — Wes Roth
Research1 мин

Introducing ChatGPT for Financial Services

Introducing ChatGPT for Financial Services, combining built-in financial data and GPT-6 Astra for research, modeling, and client-ready materials.

OpenAI Blog
Research1 мин

A Function-Space Approach to the Statistical Mechanics of Learning Dynamics

arXiv:2609.09589v1 Announce Type: new Abstract: Deep neural networks exhibit regular macroscopic behavior despite highly nonlinear dynamics in vast parameter spaces. We develop a statistical-mechanical description of learning directly in function space, treating parameter…

arXiv — cs.AI
Research1 мин

Gradland: On Phenomenal Experience, Differentiated Across Many Dimensions

arXiv:2609.09306v1 Announce Type: new Abstract: This paper investigates the hypothesis that the first-order structure of physical interactions, i.e. gradients or Jacobians, characterizes the structure of phenomenal experience. It does so in an idealized world inhabited by neural…

arXiv — cs.AI
Research1 мин

Multi-Agent Agentic Graph Learning via Structural Signatures

arXiv:2609.09565v1 Announce Type: new Abstract: Agentic graph learning (AGL) has recently achieved promising results on graph reasoning tasks, where an agent powered by a large language model (LLM) sequentially samples the graph as evidence to support its final prediction.…

arXiv — cs.AI
Research1 мин

RobustSGPO: Search-Space Control for Agent Harness Evolution

arXiv:2609.09646v1 Announce Type: new Abstract: Semantic-gradient-based prompt optimization (SGPO) improves agent harnesses using execution feedback, but its local update rule leaves the choice of edit scope and operation unresolved. We introduce RobustSGPO, which specifies the…

arXiv — cs.AI
Research1 мин

Adaptive Entangled Game Modules in Artificial General Intelligence

arXiv:2609.09226v1 Announce Type: new Abstract: We introduce a probability-wave framework for modeling the collective behavior of interacting adaptive agents, deriving testable eigenmodes through a generalized behavioral intelligence (GBI) nonlocal probability-wave equation.…

arXiv — cs.AI
Research1 мин

Seven Sources of Physical AI Capability Formation

arXiv:2609.09627v1 Announce Type: new Abstract: Capabilities relevant to Physical AI can arise from materially different formation histories, yet existing taxonomies organized by morphology, architecture, learning algorithm, task, or domain do not directly answer what gives rise…

arXiv — cs.AI
Research1 мин

OpenDiscoveryTrace: Process Traces for Evaluating AI Scientist Workflows

arXiv:2609.09203v1 Announce Type: new Abstract: Existing benchmarks for autonomous AI scientists evaluate only final outputs---generated code, hypotheses, or papers---yet discard the reasoning process by which those outputs were obtained. This makes it impossible to audit…

arXiv — cs.AI