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Curated AI news on models, agents, tools, research and industry, in English, Spanish and Brazilian Portuguese.

AgentsExpertCrowd-SWE: Expert-Authored Benchmark Puts Seven Frontier Coding Agents 35 Points ApartA Toptal ExpertCrowd technical report introduces EC-SWE, 100 engineer-written software tasks graded like maintainer review; seven frontier models span 35 points, with Claude Opus 5.5 and GPT-6 Astra statistically tied at the top.IndustryMicrosoft Introduces Frontier Accelerate Benefits ProgramMicrosoft's new Frontier Accelerate package combines expertise, pricing and project funding, and training across seven cloud, data, Copilot, security, business-process, productivity, and Marketplace workloads.AgentsAWS describes a seven-layer composable reference architecture for enterprise agentic AI on Amazon Bedrock AgentCoreAn AWS Machine Learning Blog post presents the Pluggable Agentic AI Framework, a seven-layer reference architecture for taking multi-agent applications from prototype to production, plus a retail customer support reference implementation.ModelsGoogle releases Gemini 4 Carbon, its strongest model for cybersecurity and agentic workGoogle has opened access to Gemini 4 Carbon through its API and Google AI Ultra subscriptions, citing leading benchmark results in agentic workflows, cybersecurity, and scientific reasoning.ResearchGoogle DeepMind and Artificial Analysis Introduce MKA, a Benchmark for Visually Grounded Agent WorkMKA is a 200-task benchmark that measures whether AI agents can extract decisive evidence from blueprints, scans, and charts and turn it into professional deliverables.IndustryGemini Intelligence gains new features and expands to more devicesGoogle is expanding Gemini Intelligence to the motorola signature 27 and Pixel 10 series, adding widget creation, device assistance, task automation in new regions, and Android Auto integration.ModelsGemini 4 Carbon opens to general availability at launch pricingSimon Willison reports that Google's Gemini 4 Carbon, previously limited to a subset of cyber defenders, is now available to everyone, with launch prices set to double on December 1st.IndustryGoogle Cloud details the Gemini factory, its co-innovation program for partner AI agentsGoogle Cloud describes the Gemini factory, a program that helps enterprise software partners turn use cases into Gemini integrations listed on Google Cloud Marketplace, and highlights nine partner-built agents.AgentsSage-Taiyi: A Metacognitive Architecture for AI-Driven Scientific DiscoveryShanghai Artificial Intelligence Laboratory introduces Sage-Taiyi, a two-level agent architecture that uses metacognitive monitoring and control to guide scientific search, reporting benchmark leads and five expert-guided validations in chemistry, materials, and engineering.ToolsAdobe expands AI features across Photoshop, Premiere, Firefly and Creative CloudAt Adobe MAX in Miami, Adobe introduced new AI tools for its creative apps, Firefly additions, a proactive agent and a local MCP for external chatbots.