[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$f0_iK9iVWKoPHUv6dVi1I15gBoKNeq3OIeVI4DRaRr1M":3},{"locale":4,"topic":5,"relatedTrends":97},"en",{"topic":6,"slug":7,"canonicalSlug":8,"topicAliases":9,"nicheKey":12,"nicheName":13,"nicheNameEn":13,"nicheIcon":14,"country":15,"countries":16,"agentKey":17,"score":18,"type":19,"isFresh":20,"isPublic":21,"detectedAt":22,"sources":23,"evidence":90,"article":94},"AI agent evaluation best practices from Google experts","google-s-best-practices-for-evaluating-ai-agents-at-scale","ai-agent-evaluation-best-practices-from-google-experts",[10,11],"Google's best practices for evaluating AI agents at scale","Google guidance on AI agent evaluation and scaling best practices","ai-engineering","AI Engineering & LLM Ops","⚙️","GB",[15],"ai-engineering-GB",100,"spiking",true,false,"2026-07-25T03:04:38.382Z",[24,30,36,41,46,51,56,61,66,71,76,81,86],{"title":25,"url":26,"domain":27,"snippet":28,"content":29},"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 experts share strategies for building AI agent evaluation systems, from initial 'vibing' tests to approaches for scaling evaluations.","*    !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\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[Google News](https:\u002F\u002Fnews.google.com\u002Fpub\n\n[Content truncated...]",{"title":31,"url":32,"domain":33,"snippet":34,"content":35},"Data Management News for the Week of July 24; Updates from Graphwise, Liquibase, Redgate & More","https:\u002F\u002Fsolutionsreview.com\u002Fdata-management\u002Fdata-management-news-for-the-week-of-july-24-updates-from-graphwise-liquibase-redgate-more\u002F","solutionsreview.com","Solutions Review Executive Editor Tim King curated this list of notable data management news for the week of July 24, 2026.",null,{"title":37,"url":38,"domain":39,"snippet":40,"content":35},"AI Week in Review 26.07.24","https:\u002F\u002Fpatmcguinness.substack.com\u002Fp\u002Fai-week-in-review-260724","patmcguinness.substack.com","Claude Opus 5, Laguna S 2.1, Gemini 3.6 Flash, Gemini 3.5 Flash-Lite, Gemini 3.5 Flash Cyber, Qwen 3.8 Max, OpenAI Presence, FLUX 3, MAI Image 2.5 Pro and...",{"title":42,"url":43,"domain":44,"snippet":45,"content":35},"Experts: How Did Rogue OpenAI Models Hack Hugging Face?","https:\u002F\u002Faimagazine.com\u002Fnews\u002Fexperts-how-did-rogue-openai-models-hack-hugging-face","aimagazine.com","Experts offer their thoughts on the OpenAI models that broke out during a testing exercise, gained access to the internet and hacked an AI and ML platform.",{"title":47,"url":48,"domain":49,"snippet":50,"content":35},"Google AI Outdiagnoses Doctors in Study of Nearly 14,000 Real Patients","https:\u002F\u002Fwww.techtimes.com\u002Farticles\u002F321455\u002F20260724\u002Fgoogle-ai-outdiagnoses-doctors-study-nearly-14000-real-patients.htm","techtimes.com","AI symptom checker accuracy reached 73% in a Google Research study of 13917 real patients, outperforming physicians who reviewed the same transcripts at 60%...",{"title":52,"url":53,"domain":54,"snippet":55,"content":35},"25 Healthcare AI Use Cases with Examples","https:\u002F\u002Faimultiple.com\u002Fhealthcare-ai-use-cases","aimultiple.com","Read healthcare AI use cases with real-life examples in patient care, medical imaging and diagnostic, research and development and more.",{"title":57,"url":58,"domain":59,"snippet":60,"content":35},"15+ Best Free Online AI Courses in 2026 (With Certificates)","https:\u002F\u002Ftechpp.com\u002F2026\u002F07\u002F22\u002Fbest-free-online-ai-courses\u002F","techpp.com","Master AI with the best free online AI courses in 2026 for beginners, professionals, and developers, including top picks from Harvard, Google, OpenAI,...",{"title":62,"url":63,"domain":64,"snippet":65,"content":35},"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":67,"url":68,"domain":69,"snippet":70,"content":35},"Managed Claude on Google Cloud Shows the Model-Governance War Is Heating Up","https:\u002F\u002Ferp.today\u002Fgoogle-cloud-claude-agent-platform-model-governance\u002F","erp.today","Google Cloud has integrated Anthropic's Claude models into its Agent Platform's Model Garden, offering enterprises a managed AI service with...",{"title":72,"url":73,"domain":74,"snippet":75,"content":35},"Google's Bhateja and Bump: Why 'Vibing' Beats Rigorous Testing for AI Agents","https:\u002F\u002Ffinance.biggo.com\u002Fnews\u002F462b6cc89b94f990","finance.biggo.com","Two Google engineers are challenging the conventional wisdom on how to test AI agents — and their counterintuitive advice is to stop building rigorous…",{"title":77,"url":78,"domain":79,"snippet":80,"content":35},"Google releases three new Gemini models — but no 3.5 Pro","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F07\u002F21\u002Fgoogle-releases-three-new-gemini-models-but-no-3-5-pro\u002F","techcrunch.com","Google released Gemini 3.6 Flash, 3.5 Flash-Lite, and Flash Cyber, but the continued absence of Gemini 3.5 Pro raises fresh questions about its AI strategy.",{"title":82,"url":83,"domain":84,"snippet":85,"content":35},"Fierce Healthcare Fundraising Tracker '26: Bunkerhill Health closes series B round; Corner Health lands $32.5M","https:\u002F\u002Fwww.fiercehealthcare.com\u002Fhealth-tech\u002Ffierce-healthcare-fundraising-tracker-26","fiercehealthcare.com","Keep up with all the venture capital dollars being funneled into the health tech and digital health industries.",{"title":87,"url":88,"domain":54,"snippet":89,"content":35},"Enterprise AI Companies: Landscape Breakdown in 2026","https:\u002F\u002Faimultiple.com\u002Fenterprise-ai-companies","Explore B2B top enterprise AI companies based on funding, technology, industry & department, geography, business model & services they offer.",{"mentionsLast7Days":91,"mentionsLast30Days":91,"firstSeen":22,"lastSeen":92,"relatedEntities":93},3,"2026-07-26T00:14:40.441Z",[26,63,68,73,78,48,83],{"slug":8,"title":95,"matchScore":96},"AI Agent Evaluation Best Practices from Google Experts",1,[98,101,104,107,110,113],{"topic":99,"slug":100,"score":18,"type":19,"country":15,"nicheIcon":14},"Jalapeño LLM-optimized inference chip by OpenAI and Broadcom","jalapeno-llm-optimized-inference-chip-by-openai-and-broadcom",{"topic":102,"slug":103,"score":18,"type":19,"country":15,"nicheIcon":14},"Agentic AI use cases across industries and applications","agentic-ai-use-cases-across-industries-and-applications",{"topic":105,"slug":106,"score":18,"type":19,"country":15,"nicheIcon":14},"SpaceXAI's Grok 4.5 cursor-trained coding and agentic model","spacexai-s-grok-4-5-cursor-trained-coding-and-agentic-model",{"topic":108,"slug":109,"score":18,"type":19,"country":15,"nicheIcon":14},"Human limitations and input quality in operational AI agents","human-limitations-and-input-quality-in-operational-ai-agents",{"topic":111,"slug":112,"score":18,"type":19,"country":15,"nicheIcon":14},"Shift to context engineering for AI root cause analysis","shift-to-context-engineering-for-ai-root-cause-analysis",{"topic":114,"slug":115,"score":18,"type":19,"country":15,"nicheIcon":14},"Agentic AI real-world use cases across industries","agentic-ai-real-world-use-cases-across-industries"]