Introducing Align Evals: Streamlining LLM Application Evaluation
Align Evals is a new feature in LangSmith that helps you calibrate your evaluators to better match human preferences. Context & related coverage →
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OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding
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 →
Do more with less: How GKE can reduce your cost per agent by 75%
In today’s agentic era, modern cloud applications are evolving from a set of passive tools to fleets of autonomous digital workers that reason, plan, and take action across a wide range of tasks. For platform engineer... Context & related coverage →
LangSmith LLM Gateway: runtime governance built into the agent lifecycle
Introducing LangSmith LLM Gateway: runtime governance for AI agents with spend limits, PII redaction, and trace continuity, built directly into LangSmith. Context & related coverage →
AgentMap: Joint Equivalence and Subsumption Discovery for Ontology Matching
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 →
TREK: A Travel Reasoning and Evaluation Kit for LLM Agents in Complex Trip Planning
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 →
langgraph-checkpoint-sqlite==3.1.1
release(checkpoint-sqlite): 3.1.1 · fix(checkpoint-postgres,checkpoint-sqlite): scope namespace matching to segment boundaries · docs: standardize package README.md structure Context & related coverage →
Quoting Bruce Schneier
The writing assignments I give my students are gym tasks, not work tasks. I ask them to write policy memos not because the world needs more policy memos. I assign them because the very act of writing, which includes t... Context & related coverage →
GPU Management: Why Idle GPUs Are the New Grounded Aircraft
Release 2.71.0 corresponding to NGC container 26.07
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 →
DeepSeek is developing a massive AI data centre in Inner Mongolia - AFR
DeepSeek is developing a massive AI data centre in Inner Mongolia AFR Context & related coverage →
Ontologies Are So Back: Why AI Agents Are Reviving the Semantic Web
AI engineers are rediscovering ontologies as a way to keep probabilistic agents inside deterministic boundaries. Context & related coverage →