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

9700
Stories
Исследования1 мин

Competence-Gated Pooling of Language Models and Priors for Event Forecasting

arXiv:2609.12101v1 Announce Type: new Abstract: In hybrid forecasting, a language model is often one of several available signals. A system may already have a market, crowd, or statistical forecast and must decide whether the model adds useful information or should be ignored.…

arXiv — cs.AI
Исследования1 мин

WinSyn: An Automated Pipeline for Realistic Enterprise Question-Answering Evaluation

arXiv:2609.12171v1 Announce Type: new Abstract: Enterprise settings provide a challenging environment for question-answering agents, which often rely on Retrieval-Augmented Generation, Deep Research (DR), and related techniques. Much of this challenge comes from the complexity…

arXiv — cs.AI
Исследования1 мин

Soft Symbol Grounding for Prototypical Concepts

arXiv:2609.12247v1 Announce Type: new Abstract: Neuro-symbolic models are usually trained with supervision only on final labels, leaving the intermediate concepts unobserved. Since many concept assignments are consistent with a given label, training can predict labels correctly…

arXiv — cs.AI
Исследования1 мин

T-GADE: Thermodynamical Generative-AI-Driven Evolution of LLM Artifacts

arXiv:2609.12286v1 Announce Type: new Abstract: Integrating evolutionary computation and large language models (LLMs) requires control of population diversity as well as generative capability. Among LLM outputs, those with explicit structure, such as a description paired with…

arXiv — cs.AI
Исследования1 мин

Robust Prototypical Networks for Few-Shot Sensor Fault Diagnosis

arXiv:2609.12287v1 Announce Type: new Abstract: Industrial fault diagnosis often operates with only a handful of labeled fault examples, making few-shot learning attractive for sensor monitoring. Standard prototypical networks are simple and effective; however, their class…

arXiv — cs.AI
Исследования1 мин

Affective Agent: On-Device Personalized Intervention Reasoning for Wearable Systems

arXiv:2609.12322v1 Announce Type: new Abstract: Affective computing has advanced wearable state inference, but on-device reasoning about whether, when, and how to intervene remains challenging. We present Affective Agent, a three-layer reference architecture for personalized…

arXiv — cs.AI
Исследования1 мин

LoRA-RC: Reservoir Computing with Low-Rank Adaptation

arXiv:2609.12327v1 Announce Type: new Abstract: Reservoir computing (RC) trains only a linear readout over a fixed recurrent layer, making it fast and data-efficient for online prediction. However, a static reservoir degrades under system drift, readout-only adaptation is then…

arXiv — cs.AI
Исследования1 мин

Niching Agents in The Core

arXiv:2609.12398v1 Announce Type: new Abstract: The Core is a unique competitive co-evolution algorithm that allows agents to evolve autonomous control without utilizing a traditional fitness function. The agents evolve via local interactions through tournament selection,…

arXiv — cs.AI
Отраслевой ИИ1 мин

MIT spinout turns plastic waste into resilient building materials

The world needs more homes. The world also has too much plastic. Perhaps the only thing those two problems have in common is that they’re hard to solve. Atlas Building Composites, a spinout of MIT, is on a mission to address both problems with a single solution. The company has…

MIT News — AI
Общее1 мин

New method enables AI for safety-critical situations

MIT researchers have developed a new technique that helps generative artificial intelligence models find solutions to high-stakes problems. In these settings, a plausible answer is not enough: The output often must also satisfy nonnegotiable safety, physical, or task-specific…

MIT News — AI
База знаний1 мин

Declarative Agent Foundation with Agents Toolkit

Hello everyone. Want more control over declarative agent? Is it possible? Definitely. Let's build one using M365 agent's toolkit. The only prerequisite that you would require is VS code and the M365 agent's toolkit. And then also you would need that developer account with a…

YouTube — Microsoft Developer
Исследования1 мин

Илон Маск предупредил об угрозе ИИ спустя 12 лет

Американский предприниматель Илон Маск поддержал предложение замедлить разработку более мощных моделей искусственного интеллекта и напомнил о своем предупреждении, сделанном 12 лет назад, передает Kazinform.

Inform.kz
Исследования1 мин

OpenAI не выйдет на IPO в 2026 году – Сэм Альтман

Глава компании назвал текущий момент неподходящим для выхода на биржу на фоне необходимости усилить работу по безопасности и контролю ИИ

Kapital.kz
Исследования1 мин

Trump and Mike Johnson think the AI industry is overreacting

Yesterday, Anthropic CEO Dario Amodei published a lengthy open letter saying it was time to "pace the frontier" and slow down AI development. OpenAI's Sam Altman and Elon Musk both agreed, publicly voicing their support on X. Even Alphabet's Demis Hassabis offered tentative…

The Verge — AI
Политика и регулирование1 мин

Токаев прилетел в Сеул на первый саммит «Центральная Азия — Республика Корея»

Глава государства Касым-Жомарт Токаев по приглашению Президента Ли Чжэ Мёна прибыл с государственным визитом в Республику Корея, сообщили в Акорде. Президента Казахстана в аэропорту Сеула встретил заместитель Премьер-министра – министр науки и информационно-коммуникационных…

Kursiv Media Tech