arXiv:2608.29696v1 Announce Type: new Abstract: Evaluating research ideas generated by LLMs is difficult because their scientific value cannot be fully…
Tag: AI
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Perceive to Hypothesize, Verify to Ground: An Agentic Reasoning Framework for Open-World Geo-Localization
arXiv:2608.29880v1 Announce Type: new Abstract: Open-world geo-localization requires models to reason over ambiguous visual cues through multi-step…
Towards a Systems Foundation for Agentic Skills: Architecture, Lifecycle, and Security
arXiv:2608.29596v1 Announce Type: new Abstract: Autonomous large language model (LLM) agents increasingly face reliability, context consumption, and…
Detect Before You Attribute: Cascade Failure Attribution for Multi-Agent Systems
arXiv:2608.29646v1 Announce Type: new Abstract: Large language model (LLM)-based agents have shown strong potential in solving complex tasks through…
Not Safe for All: Auditing the Dialect Penalty in Text-to-Image Safety Pipelines
arXiv:2608.29589v1 Announce Type: new Abstract: Text-to-image (T2I) safety guardrails fail to generalize equitably to non-standard dialects. Evaluating…
LLMs Interpret, Embeddings Organize, Graphs Emerge: Agent-Driven Compilation of Scientific Knowledge
arXiv:2608.29612v1 Announce Type: new Abstract: Sustained scientific work requires a knowledge substrate that carries interpretation across tasks and…
Cash in on the AI Boom by Renting Out Your Spare Compute
If you own an at-home server, a gaming computer, or just a laptop that doesn’t get much love, listen up. You can now put that spare computing power to use…
Call Neighbours Yourself: Graph Walks with Destination-Conditioned On-Policy Self-Distillation
arXiv:2608.29588v1 Announce Type: new Abstract: Reasoning over text-attributed graphs (TAGs) requires large language models (LLMs) to combine a node’s…
Google’s election AI Overviews are opaque, rely on few sources, and sometimes take sides
Using access granted under the EU’s Digital Services Act, the German advocacy group AlgorithmWatch ran 4,480 election-related search queries on Google and…
