…Mikhail Menschikov , , , , , , , , , , Abstract PersonalAI 2.0 enhances LLM-based systems through external knowledge graph integration with dynamic multistage query processing and adaptive information search mechanisms. AI-generated summary We introduce PersonalAI 2…
…Qihang Fan , , , , Abstract UniPrefill is a prefill acceleration framework that works across various model architectures and integrates seamlessly with vLLM to improve long-context inference efficiency. AI-generated summary As large language…
…UniSD systematically addresses challenges in autoregressive language model adaptation through integrated mechanisms for supervision reliability, representation alignment, and training stability. AI-generated summary Self-distillation (SD) offers a promising path for adapting…
…PlantMarkerBench is constructed using a modular curation pipeline integrating large-scale literature retrieval, hybrid search , species-aware biological grounding , structured evidence extraction , and targeted human review. The benchmark spans four plant species…
…AI lies not in speed or raw inference but in the ability of information to certify, monitor, adapt, and re-broadcast itself against distortion. Literature Review Quantum-resistant cryptography and integrity sealing…
…featuring a Python API, procedural data pipeline, and MCP integration to enable controllable and interactive environments for vision system development and evaluation. AI-generated summary While self-supervised pretraining has reduced vision…
…By integrating these two paradigms, we unlock a new level of multimodal AI capabilities. Get this paper in your agent: hf papers read 2606.03603 Don't have the latest CLI? curl…
…By integrating intra-ViT compression into the slice-based encoding framework, we present LLaVA-UHD v4, an efficient and compute-controllable visual encoding scheme tailored for high-resolution inputs . Across a diverse…
…AI-generated summary Integrating molecular, morphological, and clinical data is essential for basic and translational biomedical research, yet systematic frameworks for jointly modeling these modalities remain limited. Here we present Haiku, a…
…dexterous manipulation that integrates heterogeneous modalities through a Multi-Stream Action Transformer architecture, demonstrating superior performance in complex real-world tasks compared to existing vision-language-action models. AI-generated summary While…