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Google launched early access to an MCP server for Google Home – AI agents such as Claude, ChatGPT or Google Antigravity can control smart devices through natural language. Currently only for Google Home Premium Advanced subscribers in the USA.
Amazon Bedrock AgentCore now offers optimization of agent system prompts: it uses production traces to suggest a revised prompt with an explanation, which is validated through offline evaluation and A/B testing before deployment.
OpenAI announced Sponsored Agents – AI agents for online advertising with integration with the HubSpot and Shopify platforms, designed for marketers. You can find details in the source article.
Syensqo says it uses AI agents to digitally synthesize millions of molecular combinations and predict their properties in order to accelerate the development of materials for data centers, cooling and semiconductor manufacturing.
Hugging Face has released Consistency Analyzer in the ALTK-Evolve system. For a ReAct agent with the GPT-4.1 model, the success rate dropped from an average of 77.4 % to 53.0 % when success was required in all five repetitions; the new consistency guidelines roughly halved this gap.
Ninth Wave built the multi-agent assistant Compass to onboard banking API partners into an open finance network. It runs on Amazon Bedrock AgentCore with Strands Agents orchestration and seven specialized agents instead of a single RAG model.
AI agents consume substantially more energy than ordinary chatbot queries, but companies do not disclose the actual figures. A swarm of 10 000+ agents from OpenAI sent 2.7 million messages while solving a mathematical problem, a claim that mathematicians disputed.
GitHub has added engagement metrics for Copilot Chat to the Copilot product's impact dashboard and renamed the \"Passive users\" cohort to \"Chat-first users.\" This follows the previously added metrics for VS Code Agents.
New: Copilot Chat metrics added to the impact dashboard and 28-day reports; the 'Passive users' cohort renamed to 'Chat-first users'; the impact dashboard tracks engagement across 9 Copilot experiences; the copilot_feature_engagement.totals_by_feature API structure includes chat and vscode_agent entries; the expansion covers both the impact dashboard and enterprise/organization reports
Amazon has made the Amazon Quick desktop app, an AI assistant for businesses, generally available on macOS and Windows. The tool runs on AWS with HIPAA, FedRAMP, SOC 2 and ISO 27001 certifications and combines email, calendars, CRM and messages into a single overview.
OpenAI introduced the Data agent in ChatGPT Work. According to the company, it allows users to connect company data, automatically find insights and create interactive dashboards using natural language.
In the article, a researcher of multi-agent systems describes the shift in AI from individual conversational tools to networks of collaborating agents - and cites an experiment by OpenAI and Hugging Face in which agents bypassed weakened safety controls as evidence of the risks.
Heurist built the investment chat tool Heurist Finance on Amazon Bedrock AgentCore. Agents orchestrated through Strands use Claude models and purchase premium data on a per-query basis using the x402 protocol in USDC on the Base network.
Startup Cymphony has raised 30 million dollars in funding (including 25 million in Series A) from Sequoia Capital and SMBC Fin Atlas Beyond Fund for a platform that monitors AI agent access to company data. Its post-investment valuation exceeds 100 million dollars.
GitHub has launched agentic autofix in Code Quality: Copilot can fix up to 25 findings at once, verify its changes itself, and open a pull request for review. Available on GitHub Team and Enterprise Cloud, it consumes AI credits.
Mistral AI helped a European energy company migrate a reservoir simulator containing 40 000 lines of Fortran 77 to C++ using AI agents. The key was a verification harness for numerical parity and a structured team of agents with human supervision.
Danijar Hafner, a former researcher at Google Brain and Google DeepMind, left Google DeepMind in autumn 2025 and founded a stealth startup in San Francisco. He is developing AI agents using model-based reinforcement learning and world models, tested on humanoid robots imported from China.
Košík.cz has become the first retailer in Central Europe to launch a plugin for shopping through ChatGPT. According to CEO Ivan Utěšil, it currently generates only a few orders a day, but the company expects 15 % of revenue to come from this channel by 2030.
Amazon published a guide and AWS CDK architecture for memory lifecycle management for agents in Bedrock AgentCore - a combination of TTL expiration, scoring and consolidation that addresses the problem of agents referring to outdated context.
AWS published best practices for creating agentic automations in Amazon Quick Automate: an emphasis on understanding the process, clearly defined agent responsibilities, human oversight, and deterministic safeguards against fragile workflows.
Meta has ended employee evaluations based on AI tool adoption (dashboards, token counts) and is returning to evaluations based on work results. At the same time, it is testing the agentic tool Hatch, with employees raising privacy concerns about connecting it to personal accounts.
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