All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
▶️ ИИ и «умные пешеходы»: как в Казахстане усиливают контроль на дорогах МВД расширяет использование цифровых систем для контроля за безопасностью дорожного движения. О результатах на заседании Правительства рассказал министр внутренних дел Ержан Саденов. Камер стало больше…
联合国独立的人工智能国际科学小组呼吁对现有的人工智能安全方法进行审查。专家认为，随着智能体变得更加自主，传统的控制机制可能不再能够应对他们的任务，......
AKASHI Data Center PLC и подразделение оператора Türk Telekom подписали меморандум о сотрудничестве. Зачем этот проект глобальным гиперскейлерам и как он ускорит работу банков с биржами Европы?
🆕 Grok 4.7 发布 - xAI 用于编程和 AI 代理的新旗舰模型 xAI 推出了 Grok 4.7 - 一个主要为 AI 代理编程、处理文档和长期任务而设计的新模型。 🔔 主要变化之一是能够...
中国又回来了：小米一夜之间发布了MiMo-V2.6 Pro和Flash，效果非常强劲。小米在 RL 上花费了 130 小时、750 亿代币和 260 万美元，将 MiMo-V2.6 Pro 带到了开放模型中的第一名。他们成功了。 AA 智力指数 - 46.32，更高...
Live broadcast from the Vision Hall: panel sessions and keynote speeches of the AI & DIGITAL BRIDGE 2026 forum. Audio track language: English. Broadcast of this hall in other languages: Қазақ тілінде: https://youtube.com/live/M8PSR_di74w?feature=share На русском:…
Vision Hall залынан тікелей эфир: AI & DIGITAL BRIDGE 2026 форумының панельдік сессиялары мен спикерлердің баяндамалары. Аудиожол тілі: Қазақ тілі. Бұл залдың басқа тілдердегі трансляциясы: На русском: https://youtube.com/live/gUykUfrAd90?feature=share In English:…
Прямая трансляция из зала Vision Hall: панельные сессии и выступления спикеров форума AI & DIGITAL BRIDGE 2026. Язык дорожки: Русский. Трансляция этого зала на других языках: Қазақ тілінде: https://youtube.com/live/M8PSR_di74w?feature=share In English:…
Live broadcast from the Shanyraq Hall: panel sessions and keynote speeches of the AI & DIGITAL BRIDGE 2026 forum. Audio track language: English. Broadcast of this hall in other languages: Қазақ тілінде: https://youtube.com/live/C7Kn9Gm8H5I?feature=share На русском:…
Shanyraq Hall залынан тікелей эфир: AI & DIGITAL BRIDGE 2026 форумының панельдік сессиялары мен спикерлердің баяндамалары. Аудиожол тілі: Қазақ тілі. Бұл залдың басқа тілдердегі трансляциясы: На русском: https://youtube.com/live/LQ4nfzUDZGI?feature=share In English:…
Прямая трансляция из зала Shanyraq Hall: панельные сессии и выступления спикеров форума AI & DIGITAL BRIDGE 2026. Язык дорожки: Русский. Трансляция этого зала на других языках: Қазақ тілінде: https://youtube.com/live/C7Kn9Gm8H5I?feature=share In English:…
Live broadcast from the Steppe Hall: panel sessions and keynote speeches of the AI & DIGITAL BRIDGE 2026 forum. Audio track language: English. Broadcast of this hall in other languages: Қазақ тілінде: https://youtube.com/live/7Gc6HLrxrMg?feature=share На русском:…
Steppe Hall залынан тікелей эфир: AI & DIGITAL BRIDGE 2026 форумының панельдік сессиялары мен спикерлердің баяндамалары. Аудиожол тілі: Қазақ тілі. Бұл залдың басқа тілдердегі трансляциясы: На русском: https://youtube.com/live/7cRBIpp58ic?feature=share In English:…
Прямая трансляция из зала Steppe Hall: панельные сессии и выступления спикеров форума AI & DIGITAL BRIDGE 2026. Язык дорожки: Русский. Трансляция этого зала на других языках: Қазақ тілінде: https://youtube.com/live/7Gc6HLrxrMg?feature=share In English:…
Live broadcast from the Eurasian Hall: panel sessions and keynote speeches of the AI & DIGITAL BRIDGE 2026 forum. Audio track language: English. Broadcast of this hall in other languages: Қазақ тілінде: https://youtube.com/live/Ie-BTopxPS4?feature=share На русском:…
Eurasian Hall залынан тікелей эфир: AI & DIGITAL BRIDGE 2026 форумының панельдік сессиялары мен спикерлердің баяндамалары. Аудиожол тілі: Қазақ тілі. Бұл залдың басқа тілдердегі трансляциясы: На русском: https://youtube.com/live/WjC7nVaeyyg?feature=share In English:…
Прямая трансляция из зала Eurasian Hall: панельные сессии и выступления спикеров форума AI & DIGITAL BRIDGE 2026. Язык дорожки: Русский. Трансляция этого зала на других языках: Қазақ тілінде: https://youtube.com/live/Ie-BTopxPS4?feature=share In English:…
Исследователь OpenAI Алиса Лю прошла 57 собеседований перед тем, как попасть в компанию, а затем открыто опубликовала....
Long-context large language model inference is increasingly limited by prefill, where dense self-attention processes the entire prompt before generation begins. Sparse block selection can reduce this cost, but a block centroid may hide a highly relevant token among many…
In Mixture-of-Experts language models, the router typically selects and weights experts based on the token's hidden state, utilizing limited contextual information. We propose Attention-Aware Routing (AAR), which augments the router with temporal and spectral features extracted…
Autoregressive (AR) models suffer from local greediness, while diffusion language models (DLMs) often lack the strict causal structure required for reasoning. To combine the advantages and overcome the drawbacks of the dual, we propose Causal Latent Revision (CaLR), a framework…
Automatic target recognition (ATR) with synthetic aperture sonar (SAS) supports advanced naval capabilities, but deep learning is constrained by scarce target imagery, background clutter, and human-in-the-loop assessment. We adapt DINOv3 Vision Transformer (ViT) models to…
In this work, we examine the topology of information flow patterns within attention graphs to effectively distinguish hallucinated from non-hallucinated responses. We analyze the Forman-Ricci curvature to identify structural patterns indicating information bottlenecks in…
Fine-tuning has emerged as a widely adopted approach for adapting LLMs to a variety of downstream tasks. However, how it reshapes their internal mechanisms remains poorly understood. To address this, we investigate how fine-tuning alters internal representations in LLMs,…
Replacing attention in a pretrained language model is a compatibility problem: a plausible substitute may alter representations expected by later layers. TinyCeNN-LM introduces a \emph{quality-gated post-training conversion} framework using CeNN-inspired cellular-recurrent…
Before patients can use AI-assisted psychiatric intake systems, health systems need practical ways to routinely evaluate these tools against their clinical standards for quality assurance. Because clinicians may use different intake styles, evaluation for this task must (1)…
Large Language Model (LLM) agents are increasingly being explored for chip design, but most existing approaches operate directly at RTL. We ask whether agents can design better chips by leveraging higher-level abstractions. We compare Direct RTL Design, Agent-based HLS Design,…
Self-play methods that co-train a single language model as both coder and test author promise to move code-generation RL beyond fixed test suites, but they suffer from two coupled pathologies: permissiveness collapse, where pass-rate rewards are maximised by trivial,…
Off-target protein binding is a major source of adverse effects for small-molecule drugs, yet most structure-based molecular design methods focus on generating selective compounds de novo rather than improving the selectivity of existing, well- characterized drugs. We introduce…