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Large language model (LLM) agents are increasingly expected to assist users in completing tasks. However, existing benchmarks provide limited support for evaluating whether agents can carry out office-suite workflows... Context & related coverage →
Ontology matching (OM) has traditionally been formulated as either equivalence discovery or subsumption matching. The existing OM systems identify only one type of semantic correspondence and cannot simultaneously dis... Context & related coverage →
Travel planning is a demanding stress test for tool-using LLM agents: a usable itinerary is a single artifact that must be right along many axes at once - every flight, hotel, and attraction must exist and be bookable... Context & related coverage →
Added a streaming tool-call parse buffer limit to the OpenAI-compatible frontend to prevent excessive memory usage during streaming tool calls · PyTorch backend: Enabled PyTorch 2 batching and added support for loadin... Context & related coverage →
Open weight models have become powerful enough to handle complex tasks such as multi-step agentic workflows, advanced reasoning, and long-horizon coding. However, as these models grow in capability, they also grow in... Context & related coverage →
Following the open-source release of Kimi K3, the open-sourcing of top-tier models has become a realistic possibility. 36 Kr Context & related coverage →
AI engineers are rediscovering ontologies as a way to keep probabilistic agents inside deterministic boundaries. Context & related coverage →
Learn how Similarweb uses LangSmith to evaluate long-form agent research reports with rubrics, faithfulness checks, traces, and baseline comparisons. Context & related coverage →
Gemini Robotics ER 2 helps robots reason, collaborate, and solve real-world tasks. It represents a step change in video understanding, tool orchestration, and multi-robot collaboration for robotic applications. Context & related coverage →
Forecasts of explosive AI progress hinge on AI agents automating AI research. But evidence on whether agents can carry out open-ended AI research is thin. Current evaluations either test agents on narrow, verifiable t... Context & related coverage →
AI Worming through Word Neat new prompt injection variant by Håkon Måløy, who found a way to upgrade prompt injection attacks against Microsoft Word to full self-replicating worms: An attacker places hidden instructio... Context & related coverage →