AI Agents

Sentient AI has launched ROMA (Recursive Open Meta-Agent), an open-source meta-agent framework for constructing high-performance multi-agent programs. ROMA constructions agentic workflows as a hierarchical, recursive process tree: dad or mum nodes break a posh objective into subtasks, cross them all the way down to little one nodes as context, and later combination their options as…

TL;DR: Computer-use brokers are VLM-driven UI brokers that act like customers on unmodified software program. Baselines on OSWorld began at 12.24% (human 72.36%); Claude Sonnet 4.5 now studies 61.4%. Gemini 2.5 Computer Use leads a number of net benchmarks (Online-Mind2Web 69.0%, WebVoyager 88.9%) however is not but OS-optimized. Next steps middle on OS-level robustness, sub-second…

TL;DR: AgentFlow is a trainable agent framework with 4 modules—Planner, Executor, Verifier, Generator—coordinated by an express reminiscence and toolset. The planner is optimized within the loop with a brand new on-policy methodology, Flow-GRPO, which broadcasts a trajectory-level consequence reward to each flip and applies token-level PPO-style updates with KL regularization and group-normalized benefits. On ten…

How do you audit frontier LLMs for misaligned conduct in real looking multi-turn, tool-use settings—at scale and past coarse mixture scores? Anthropic launched Petri (Parallel Exploration Tool for Risky Interactions), an open-source framework that automates alignment audits by orchestrating an auditor agent to probe a goal mannequin throughout multi-turn, tool-augmented interactions and a choose mannequin…

Which of your browser workflows would you delegate at the moment if an agent may plan and execute predefined UI actions? Google AI introduces Gemini 2.5 Computer Use, a specialised variant of Gemini 2.5 that plans and executes actual UI actions in a dwell browser through a constrained motion API. It’s accessible in public preview…

Human handoff is a key element of customer support automation—it ensures that when AI reaches its limits, a expert human can seamlessly take over. In this tutorial, we’ll implement a human handoff system for an AI-powered insurance coverage agent utilizing Parlant. You’ll discover ways to create a Streamlit-based interface that permits a human operator (Tier…

OpenAI has launched AgentKit, a cohesive platform that packages a visible Agent Builder, an embeddable ChatKit UI, and expanded Evals right into a single workflow for transport manufacturing brokers. The launch consists of Agent Builder in beta and the remaining usually accessible. What’s new? Agent Builder (beta). A visible canvas for composing multi-step, multi-agent workflows…

Do curated, tool-grounded demonstrations construct stronger software program brokers than broad piles of generic instruction information? A workforce of researchers from Shanghai Jiao Tong University and SII Generative AI Research Lab (GAIR) proposes LIMI (“Less Is More for Agency”), a supervised fine-tuning technique that turns a base mannequin right into a succesful software program/analysis agent…