In this tutorial, we stroll by the method of constructing an superior AI desktop automation agent that runs seamlessly in Google Colab. We design it to interpret pure language instructions, simulate desktop duties similar to file operations, browser actions, and workflows, and present interactive suggestions by a digital setting. By combining NLP, job execution, and…
Hugging Face (HF) has launched Smol2Operator, a reproducible, end-to-end recipe that turns a small vision-language mannequin (VLM) with no prior UI grounding into a GUI-operating, tool-using agent. The launch covers knowledge transformation utilities, coaching scripts, remodeled datasets, and the ensuing 2.2B-parameter mannequin checkpoint—positioned as a full blueprint for constructing GUI brokers from scratch somewhat than…
Google launched a Model Context Protocol (MCP) server for Data Commons, exposing the undertaking’s interconnected public datasets—census, well being, local weather, economics—via a standards-based interface that agentic methods can question in pure language. The Data Commons MCP Server is out there now with quickstarts for Gemini CLI and Google’s Agent Development Kit (ADK). What was…
OpenAI launched ChatGPT Pulse, a proactive expertise that compiles personalised, research-backed updates every morning. In preview on cell and restricted to $200/month Pro subscribers, Pulse surfaces topical playing cards constructed from a consumer’s chats, express suggestions, and opt-in related apps (e.g., calendar/e-mail), shifting ChatGPT from a request-driven instrument to a context-aware assistant. What Pulse Actually…
Google has launched a public preview of “Chrome DevTools MCP,” a Model Context Protocol (MCP) server that lets AI coding brokers management and examine a actual Chrome occasion—recording efficiency traces, inspecting the DOM and CSS, executing JavaScript, studying console output, and automating consumer flows. The launch straight targets a well-known limitation in code-generating brokers: they…
Parlant is a framework designed to assist builders construct production-ready AI brokers that behave persistently and reliably. A typical problem when deploying giant language mannequin (LLM) brokers is that they usually carry out nicely in testing however fail when interacting with actual customers. They might ignore rigorously designed system prompts, generate inaccurate or irrelevant responses…
Perplexity launched “Email Assistant,” an AI agent that plugs into Gmail and Outlook to draft replies in your voice, auto-label and prioritize messages, and coordinate conferences end-to-end (availability checks, time recommendations, and calendar invitations). The characteristic is restricted to Perplexity’s Max plan and is dwell right this moment. What it does? Email Assistant provides an…
The Universal Tool Calling Protocol (UTCP) is a light-weight, safe, and scalable method for AI brokers and functions to seek out and name instruments immediately, with out the want for extra wrapper servers. Key Features Lightweight and safe – Allows instruments to be accessed immediately, avoiding pointless center layers. Scalable – Can help numerous instruments…
Coral Protocol has launched Coral v1 of its agent stack, aiming to standardize how builders uncover, compose, and function AI brokers throughout heterogeneous frameworks. The launch facilities on an MCP-based runtime (Coral Server) that permits threaded, mention-addressed agent-to-agent messaging, a developer workflow (CLI + Studio) for orchestration and observability, and a public registry for agent…
xAI launched Grok-4-Fast, a cost-optimized successor to Grok-4 that merges “reasoning” and “non-reasoning” behaviors right into a single set of weights controllable by way of system prompts. The mannequin targets high-throughput search, coding, and Q&A with a 2M-token context window and native tool-use RL that decides when to browse the net, execute code, or name…