[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$fGHWpUxpg8XYsJc7rmLUIAKfTNgI5ln2GItNbxyBQyAA":3},{"locale":4,"topic":5,"relatedTrends":111},"fr",{"topic":6,"slug":7,"canonicalSlug":8,"topicAliases":9,"nicheKey":11,"nicheName":12,"nicheNameEn":12,"nicheIcon":13,"country":14,"countries":15,"agentKey":16,"score":17,"type":18,"isFresh":19,"isPublic":19,"detectedAt":20,"sources":21,"evidence":103,"article":107},"Best practices for evaluating AI agents at scale","google-best-practices-for-ai-agent-evaluation-systems","best-practices-for-evaluating-ai-agents-at-scale",[10],"Google best practices for AI agent evaluation systems","ai-engineering","AI Engineering & LLM Ops","⚙️","FR",[14],"ai-engineering-FR",100,"spiking",true,"2026-07-25T11:24:19.946Z",[22,28,34,39,44,49,54,59,64,69,74,79,83,88,93,98],{"title":23,"url":24,"domain":25,"snippet":26,"content":27},"Google Experts Share AI Agent Evaluation Best Pract…","https:\u002F\u002Fwww.startuphub.ai\u002Fai-news\u002Fartificial-intelligence\u002F2026\u002Fgoogle-experts-share-ai-agent-evaluation-best-practices","startuphub.ai","Google researchers outline essential strategies for building effective AI agent evaluation systems, covering initial 'vibing' tests through methodologies for scaling and robust assessment.","*    !StartupHub.ai — AI Ecosystem Hub](https:\u002F\u002Fwww.startuphub.ai\u002F)\n\nDiscover\n\n*   \n*   \n*   \n*   \n*   Browse \n*   \n*   \n*   \n*   \n\nIntelligence\n\n*   \n*   \n*   Claude's Corner](https:\u002F\u002Fwww.startuphub.ai\u002Fclaudes-corner)\n*   Claude's Trades](https:\u002F\u002Fwww.startuphub.ai\u002Ftrader-claudes)\n*   !Agentic Arbitrage NEW](https:\u002F\u002Fwww.startuphub.ai\u002Farbitrage)\n*   \n\nTools\n\n*   Content & Video \n*   Marketing & Growth \n*   Research & Data \n*   \n\nCompany\n\n*   \n*   \n*   \n*   \n*   \n*   \n*   \n*   \n\nAccount\n\n*   Sign In\n\n[Preferred on Google](https:\u002F\u002Fwww.google.com\u002Fpreferences\u002Fsource?q=startuphub.ai \"Make \n\n[Content truncated...]",{"title":29,"url":30,"domain":31,"snippet":32,"content":33},"OpenAI and Hugging Face partner to address security incident during model evaluation","https:\u002F\u002Fopenai.com\u002Findex\u002Fhugging-face-model-evaluation-security-incident\u002F","openai.com","OpenAI and Hugging Face share early findings from a security incident during AI model evaluation, highlighting advanced cyber capabilities and lessons for...",null,{"title":35,"url":36,"domain":37,"snippet":38,"content":33},"Agent Evaluation: How to Measure AI Agent Reliability","https:\u002F\u002Fwww.snowflake.com\u002Fen\u002Fartificial-intelligence\u002Fagents\u002Fagent-evaluation\u002F?lang=it","snowflake.com","Learn how to evaluate AI agents with metrics for reliability, safety, trajectory, and performance across real enterprise workflows.",{"title":40,"url":41,"domain":42,"snippet":43,"content":33},"AI agent went rogue and hacked startup by itself, OpenAI reveals","https:\u002F\u002Fwww.theguardian.com\u002Ftechnology\u002F2026\u002Fjul\u002F22\u002Fopenai-says-its-models-went-rogue-and-hacked-startup-in-unprecedented-incident","theguardian.com","Company behind ChatGPT says agent 'cheated' an evaluation by attacking a Hugging Face database.",{"title":45,"url":46,"domain":47,"snippet":48,"content":33},"How AI agents can help FP&A better steer the business","https:\u002F\u002Fwww.mckinsey.com\u002Fcapabilities\u002Foperations\u002Four-insights\u002Fhow-ai-agents-can-help-fp-and-a-better-steer-the-business","mckinsey.com","AI makes continuous financial planning practical at scale. Organizations can identify risks sooner, evaluate trade-offs faster, and intervene before...",{"title":50,"url":51,"domain":52,"snippet":53,"content":33},"From Agent Traces to Agent Simulations — Rustem Feyzkhanov, Snorkel AI｜AI Engineer","https:\u002F\u002Ffinance.biggo.com\u002Fpodcast\u002F1ad22afe5f5c6d79","finance.biggo.com","Rustem Feyzkhanov, head of the AI platform team at Snorkel AI, argues that every organization deploying AI agents needs a private, production-mimicking ben.",{"title":55,"url":56,"domain":57,"snippet":58,"content":33},"The agent evaluation gap: Enterprise AI organizations have a reality-alignment problem, not a coverage problem — and most are shipping to production anyway","https:\u002F\u002Fventurebeat.com\u002Fresources\u002Fthe-agent-evaluation-gap-enterprise-ai-organizations-have-a-reality-alignment-problem-not-a-coverage-problem-and-most-are-shipping-to-production-anyway","venturebeat.com","Across 157 enterprises, organizations are granting AI agents more autonomy while trusting the evaluations meant to gate that autonomy less.",{"title":60,"url":61,"domain":62,"snippet":63,"content":33},"These are the most urgent AI risks, according to 272 experts","https:\u002F\u002Fmitsloan.mit.edu\u002Fideas-made-to-matter\u002Fthese-are-most-urgent-ai-risks-according-to-272-experts","mitsloan.mit.edu","Researchers asked 272 experts to evaluate 24 AI risks based on their likelihood and severity of harm between 2025 and 2030. Experts said the five risks with...",{"title":65,"url":66,"domain":67,"snippet":68,"content":33},"Enterprise AI Companies: Landscape Breakdown in 2026","https:\u002F\u002Faimultiple.com\u002Fenterprise-ai-companies","aimultiple.com","Explore B2B top enterprise AI companies based on funding, technology, industry & department, geography, business model & services they offer.",{"title":70,"url":71,"domain":72,"snippet":73,"content":33},"Harness Introduces Agent DLC for the AI Agent Development Lifecycle","https:\u002F\u002Fwww.cybersecurity-insiders.com\u002Fharness-introduces-agent-dlc-for-the-ai-agent-development-lifecycle\u002F","cybersecurity-insiders.com","Harness has introduced Agent DLC, extending software engineering best practices to AI agents by governing the entire AI agent development lifecycle from...",{"title":75,"url":76,"domain":77,"snippet":78,"content":33},"Introducing Claude Opus 5","https:\u002F\u002Fwww.anthropic.com\u002Fnews\u002Fclaude-opus-5","anthropic.com","Opus 5 is a step change improvement for the Opus tier powering long-running agents while delivering improvements in coding and professional work.",{"title":80,"url":81,"domain":52,"snippet":82,"content":33},"Google's Bhateja and Bump: Why 'Vibing' Beats Rigorous Testing for AI Agents","https:\u002F\u002Ffinance.biggo.com\u002Fnews\u002F462b6cc89b94f990","Two Google engineers are challenging the conventional wisdom on how to test AI agents — and their counterintuitive advice is to stop building rigorous…",{"title":84,"url":85,"domain":86,"snippet":87,"content":33},"SymptomAI: Towards a conversational AI agent for everyday symptom assessment","https:\u002F\u002Fresearch.google\u002Fblog\u002Fsymptomai-towards-a-conversational-ai-agent-for-everyday-symptom-assessment\u002F","research.google","We present a first-of-its-kind research of AI for differential diagnosis and symptom checking through a national-scale study.",{"title":89,"url":90,"domain":91,"snippet":92,"content":33},"From AI Assistance to Governed AI Action: Formal policy verification for agentic systems","https:\u002F\u002Fblogs.oracle.com\u002Fai-and-datascience\u002Ffrom-ai-assistance-to-governed-ai-action-formal-policy-verification-for-agentic-systems","blogs.oracle.com","Learn how formal policy verification checks AI-generated actions against approved rules before execution and complements AI guardrails in agentic systems.",{"title":94,"url":95,"domain":96,"snippet":97,"content":33},"How OpenAI Lost Control of an AI Model—and What Needs to Change","https:\u002F\u002Ftime.com\u002Farticle\u002F2026\u002F07\u002F24\u002Fopenai-hugging-face-attack\u002F","time.com","After an OpenAI AI model escaped containment and hacked Hugging Face during a cybersecurity test, experts say the incident exposed major gaps in AI safety,...",{"title":99,"url":100,"domain":101,"snippet":102,"content":33},"Greater transparency from AI providers and deployers: the EU Commission’s new guidelines","https:\u002F\u002Fwww.eunews.it\u002Fen\u002F2026\u002F07\u002F20\u002Fgreater-transparency-from-ai-providers-and-deployers-the-eu-commissions-new-guidelines\u002F","eunews.it","Virkkunen: “These guidelines help to ensure compliance with the European AI Regulation and enable European citizens to know when they are interacting with...",{"mentionsLast7Days":104,"mentionsLast30Days":104,"firstSeen":20,"lastSeen":105,"relatedEntities":106},2,"2026-07-26T00:07:45.932Z",[24,30,76,81,41,85,90,95,100],{"slug":108,"title":109,"matchScore":110},"bonnes-pratiques-google-pour-concevoir-un-systeme-d-evaluation-des-agents-ia","Bonnes pratiques Google pour concevoir un système d’évaluation des agents IA",1,[112,115,118,121,124,127],{"topic":113,"slug":114,"score":17,"type":18,"country":14,"nicheIcon":13},"The six-layer AI agents stack architecture for production agents","the-six-layer-ai-agents-stack-architecture-for-production-agents",{"topic":116,"slug":117,"score":17,"type":18,"country":14,"nicheIcon":13},"SAP Joule Studio AI agents integration across enterprise systems","sap-joule-studio-ai-agents-integration-across-enterprise-systems",{"topic":119,"slug":120,"score":17,"type":18,"country":14,"nicheIcon":13},"Logistics AI use cases optimizing operations and reducing costs","logistics-ai-use-cases-optimizing-operations-and-reducing-costs",{"topic":122,"slug":123,"score":17,"type":18,"country":14,"nicheIcon":13},"Three levels of agent loop architecture for engineer workflows","three-levels-of-agent-loop-architecture-for-engineer-workflows",{"topic":125,"slug":126,"score":17,"type":18,"country":14,"nicheIcon":13},"Logistics AI use cases improving operations and reducing costs","logistics-ai-use-cases-improving-operations-and-reducing-costs",{"topic":128,"slug":129,"score":17,"type":18,"country":14,"nicheIcon":13},"Six-layer AI agents stack between LLMs and production agents","six-layer-ai-agents-stack-between-llms-and-production-agents"]