…attribution framework that uses Vision-Language Models to reason over document screenshots, enabling precise, pixel-level evidence localization for iterative retrieval-augmented generation systems. AI-generated summary Iterative Retrieval-Augmented Generation (iRAG…
…AI-generated summary Long-context inference in decoder-only language models is costly because long prompts are processed during Prefill , cached at every layer, and repeatedly attended to during autoregressive Decode . We…
…We release a contamination-free rolling benchmark and attack framework for testing whether AI reviewers remain anchored to scientific content under presentation-only edits. View arXiv page View PDF Project page GitHub…
…seven large language models with dual prompting strategies achieved top performance in the SemEval-2026 MTRAGEval task through judge selection and demonstrated the importance of model diversity. AI-generated summary We present…
…Hierarchical Memory-Gated World Action Models for Robotic Manipulation (2026) AHA-WAM:Asynchronous Horizon-Adaptive World-Action Modeling with Observation-Guided Context Routing (2026) Cosmos 3: Omnimodal World Models for Physical AI…
…lightweight scripts), without any embedding model, vector index, or retrieval API. This approach requires no offline indexing and adapts naturally to evolving local corpora. Across IR benchmarks and end-to-end agentic…
…Both Anthropic and "Open"AI are known for never releasing frontier models for local, open weight usage. HF resorted to GLM as it is a local open weight frontier model The containment…
…Together, these components enable explicit global prior rectification and local structure refinement within a single diffusion restoration pass. Experiments on both synthetic and real-world benchmarks show that PRISM achieves state-of…
…a Transformer-based model that learns mesh-free rigid-body dynamics using object-centric processing and anchor-based attention mechanisms to achieve high-fidelity simulation with efficient computation. AI-generated summary Learning…
…I'm curious to see how this holds up across different model architectures (e.g., MoE vs Dense) where the layer dynamics might differ. Definitely worth testing on local weights to see…