Nous Research Proposes Lighthouse Attention: A Training-Only Selection-Based Hierarchical Attention That Delivers 1.4–1.7× Pretraining Speedup at Long Context
Mai 17, 2026admin NUAI,Committee,Nachrichten,Uncategorized(0)Training large language models on long sequences has a well-known problem: attention is expensive. The...
Not Just Understanding, But Evolving: The All-New Self-Evolving JiuwenClaw Makes Its Debut
März 28, 2026admin NUAI,Committee,Nachrichten,Uncategorized(0)Over the past year, AI agents have evolved from merely answering questions to attempting to...
Not everything needs an LLM: A framework for evaluating when AI makes sense
Mai 4, 2025admin NUAI,Committee,Nachrichten,Uncategorized(0)The answer to ‘What customer needs requires an AI solution?’ isn’t always ‘Yes.’ LLMs are...
Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing
Juni 6, 2025admin NUAI,Committee,Nachrichten,Uncategorized(0)arXiv:2410.12872v2 Announce Type: replace Abstract: Large Language Models (LLMs) have recently emerged as promising tools...
Not All Needles Are Found: How Fact Distribution and Don’t Make It Up Prompts Shape Literal Extraction, Logical Inference, and Hallucination Risks in Long-Context LLMs
Januar 6, 2026admin NUAI,Committee,Nachrichten,Uncategorized(0)arXiv:2601.02023v1 Announce Type: new Abstract: Large language models (LLMs) increasingly support very long input contexts...
Non-Collaborative User Simulators for Tool Agents
Dezember 9, 2025admin NUAI,Committee,Nachrichten,Uncategorized(0)arXiv:2509.23124v3 Announce Type: replace Abstract: Tool agents interact with users through multi-turn dialogues to accomplish...
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining
Juli 21, 2025admin NUAI,Committee,Nachrichten,Uncategorized(0)arXiv:2507.14119v1 Announce Type: cross Abstract: Recent advances in generative modeling enable image editing assistants that...
NOBLE: Accelerating Transformers with Nonlinear Low-Rank Branches
März 9, 2026admin NUAI,Committee,Nachrichten,Uncategorized(0)arXiv:2603.06492v1 Announce Type: cross Abstract: We introduce NOBLE (Nonlinear lOw-rank Branch for Linear Enhancement), an...
No one’s sure if synthetic mirror life will kill us all
April 15, 2026admin NUAI,Committee,Nachrichten,Uncategorized(0)For four days in February 2019, some 30 synthetic biologists and ethicists hunkered down at...
