AI Agents news and analysis on Web Pulse: 13513 curated articles tracking the latest AI Agents developments, tools, and research, updated continuously from vetted sources.
Researchers introduced MedCalc-Pro, a benchmark for evaluating LLMs on complex medical calculations involving multiple calculators and nested scales, covering 2,268 cases across 14 departments. They also proposed a gener…
Researchers introduced Incognita, a framework for evaluating generative agents in socially distributed task environments where knowledge is partitioned across role-isolated participants. Testing on 18 retail tasks showed…
Researchers formalized medical diagnosis as an iterative evidence-seeking task and used reinforcement learning with verifiable rewards to train large language models to autonomously gather clinical evidence. Their framew…
Researchers introduced APeB, a benchmark for evaluating personalization in LLM-powered agents, finding that models struggle with raw, underspecified queries due to ineffective use of interaction histories. A proposed pip…
Researchers propose an organizational memory for LLM-based agents to automate business process execution, addressing the challenge of fragmented organization-specific knowledge. The shared, governed reference layer aims …
A study in a graduate-level mobile robotics course found that a Socratic-Guidance (SG) tutor, which uses dialogic questioning, led to higher learning gains and more understanding-driven prompting strategies compared to a…
A new study on agentic AI policy repair in a hotel-pricing simulator shows that LLM-based editors can nearly match benchmark performance using only region-level diagnostic feedback, achieving RevPAR 108.47 vs. benchmark …
A July 5, 2026 arXiv paper proposes a Generative AI Control Framework to help financial institutions align generative AI governance with the Federal Reserve's SR 26-2, which modernizes model risk management. The framewor…
By 2026, AI agents moved from demos to production, introducing runaway costs from tool calls and recursive reasoning. A VentureBeat survey found 79% of enterprises took financial hits from autonomous agents, while Uber b…
Researchers introduced CAGE-1, an evaluation framework for enterprise agentic AI that assesses control, assurance, and governance before deployment. The framework tests authority, policy enforcement, retrieval quality, m…
Researchers introduced SkillOpt-Lite, a minimal skill optimization pipeline for autonomous agents that accelerates convergence and improves performance, achieving +8.8 points on LiveMath with GPT-5.5 and +25.4 points wit…
Theo Browne published a guide for running GPT-5.5 as a subagent within Claude Code workflows, ranking models by cost, intelligence, and taste. The approach uses GPT-5.5 for bulk mechanical work via the Codex CLI, while r…
A developer explores balancing Claude 4.8 and GLM 5.2 in structuring prompts for mid-level coding agents, aiming to optimize performance in automated code generation tasks.
Anthropic released Claude Fable 5, a new AI model that improves agentic coding by helping developers discover their unknowns. The model's effectiveness depends on users' ability to clarify their intent, making the skill …
A developer explains how the Model Context Protocol (MCP) differs from traditional APIs by enabling ongoing, context-aware conversations between systems rather than one-off requests. MCP allows programs to remember past …
Anthropic's Claude Sonnet 5 reduces costs for agentic AI, while agent frameworks like Konsistent, RF-DETR Keypoint, Search Toolkit, and Koog 1.0 ship stable APIs and tooling. Konsistent enforces structural code conventio…
Neander, a purpose-built language for agentic systems, makes API discovery a first-class language feature through its 'discover' verb. The language unifies finding and calling APIs into a single 'submitProgram' operation…
SGLang development is being augmented with agent-assisted workflows that encode procedural engineering knowledge into executable skills, covering LLM serving, GPU kernels, diffusion pipelines, and production incident han…
Panoptes, an AI audit and alignment layer, launches to provide universal observability, audit trails, and policy enforcement for AI coding agents like Claude Code, OpenAI Codex, Google Antigravity, and Hermes Agent. The …
YouTuber Husk IRL placed three phones running different conversational AI agents together and asked them to count to 100. The agents negotiated a shared approach but repeatedly agreed with and reinforced each other, fail…