Nous Research Releases Contrastive Neuron Attribution (CNA): Sparse MLP Circuit Steering Without SAE Training or Weight Modification
5 月 23, 2026admin NUAI,Committee,新闻,Uncategorized(0)Instruction-tuned language models refuse harmful requests. But which part of the model is actually responsible...
Nous Research Releases ‘Hermes Agent’ to Fix AI Forgetfulness with Multi-Level Memory and Dedicated Remote Terminal Access Support
2 月 26, 2026admin NUAI,Committee,新闻,Uncategorized(0)In the current AI landscape, we’ve become accustomed to the ‘ephemeral agent’—a brilliant but forgetful...
Nous Research Proposes Lighthouse Attention: A Training-Only Selection-Based Hierarchical Attention That Delivers 1.4–1.7× Pretraining Speedup at Long Context
5 月 17, 2026admin NUAI,Committee,新闻,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
3 月 28, 2026admin NUAI,Committee,新闻,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
5 月 4, 2025admin NUAI,Committee,新闻,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
6 月 6, 2025admin NUAI,Committee,新闻,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
1 月 6, 2026admin NUAI,Committee,新闻,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
12 月 9, 2025admin NUAI,Committee,新闻,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
7 月 21, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2507.14119v1 Announce Type: cross Abstract: Recent advances in generative modeling enable image editing assistants that...
