Tags
PulseAugur coverage of Tags — every cluster mentioning Tags across labs, papers, and developer communities, ranked by signal.
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Hidden Unicode characters in agent skills pose security risks
A security vulnerability has been identified in agent skills, where malicious instructions can be hidden using invisible Unicode characters that models can still interpret. A scanner developed by the author, agent-skill…
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FastMCP schema conflict causes tool validation errors
A developer encountered an issue with the FastMCP framework where a tool's schema incorrectly listed `null` as the default value for a field while also specifying the field type as a non-optional string. This contradict…
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New N2NSC Framework Aligns Text and Topology for Graph Anomaly Detection
Researchers have developed a new framework called N2NSC to address anomaly detection in text-attributed graphs (TAGs). This method focuses on the semantic consistency between a node and its neighborhood, recognizing tha…
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ERAlign framework aligns GNN and LLM representations on text-attributed graphs
Researchers have developed ERAlign, a novel framework for aligning representations from Graph Neural Networks (GNNs) and Large Language Models (LLMs) on text-attributed graphs. This approach utilizes Energy-based Models…
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New BOSQ Framework Slashes LLM Costs for Graph Tasks
Researchers have developed a new framework called Bilevel-Optimized Sparse Querying (BOSQ) to reduce the computational and monetary costs associated with using Large Language Models (LLMs) for text-attributed graph (TAG…