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Research1 мин

Jev не умеет писать. Зато решает быстрее и в разы дешевле LLM

Привет, это Антон, и сегодня я хотел бы вам рассказать про модель Джеф. Ну, это не очередная модель. Это скорее та модель, которая сейчас немножко хайпует. И она у себя под капотом реализует совершенно иной принцип, не то, как мы привыкли. Мы обычно с вами привыкли, как то, что…

YouTube — Amorev
Research1 мин

ZeroGate: Trust-Preserving Fast Paths for Governed AI Agent Runtimes

arXiv:2609.25443v1 Announce Type: new Abstract: Moving authorization earlier can shorten an agent's dispatch boundary without removing authorization work. It can also admit an action whose payload, authority, or relevant state has changed. ZeroGate separates exact-action…

arXiv — cs.AI
Research1 мин

Learned Enterprise Data Comprehension: Compression and Routing for Data Agents

arXiv:2609.25286v1 Announce Type: new Abstract: Structured-data agents in enterprise settings must reason over complex data environments whose relevant evidence is distributed across schemas, relationships, policies, and recurring business roles. Modern agentic systems often…

arXiv — cs.AI
Research1 мин

X-Planner: Event-Structured Task Planning for Embodied Intelligence

arXiv:2609.25187v1 Announce Type: new Abstract: Task planning bridges high-level instructions and executable behavior in long-horizon manipulation, yet modern Vision-Language-Action (VLA) systems often leave this intermediate structure implicit. Existing chain-of-thought (CoT)…

arXiv — cs.AI
Research1 мин

Efficient Iterative Retrieval with Heterogeneous Batching

arXiv:2609.25405v1 Announce Type: new Abstract: Modern information retrieval increasingly employs both embedding and generative models to handle complex queries. However, current serving systems suffer from low throughput and poor GPU utilization because they execute these…

arXiv — cs.AI
Research1 мин

When LLM Agents Fail to Read the Room: ReAdapt for Relational Social Reasoning

arXiv:2609.25284v1 Announce Type: new Abstract: A social agent's most basic decisions (should I react to this post? who should I reach out to?) are not purely content problems. The right action often hinges on the latent relationship between people -- tie strength, reciprocity,…

arXiv — cs.AI
Research1 мин

Ovis-Embedding: Pushing the Frontiers of Universal Omni-Modal Embeddings

arXiv:2609.25165v1 Announce Type: new Abstract: In this report, we introduce \textbf{Ovis-Embedding}, a state-of-the-art omni-modal embedding family built on native integration of text, image, video, and audio. Instead of assembling separate modality towers, Ovis-Embedding uses…

arXiv — cs.AI
Research1 мин

Clarification Is Not Correction: LLMs Fail to Let Go

arXiv:2609.25337v1 Announce Type: new Abstract: Dialogue failures in language models are usually framed as memory failures: context too long, summaries lossy, a constraint forgotten. We argue this misses a deeper problem: in many conversations the model does not forget, it…

arXiv — cs.AI