[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$fHDCZQQ-ArbkCkr-v_J6DKQwzxEzB0lvr0B14FeEdu4E":3},{"locale":4,"topic":5,"relatedTrends":67},"en",{"topic":6,"slug":7,"canonicalSlug":7,"topicAliases":8,"nicheKey":10,"nicheName":11,"nicheNameEn":11,"nicheIcon":12,"country":13,"countries":14,"agentKey":15,"score":16,"type":17,"isFresh":18,"isPublic":18,"detectedAt":19,"sources":20,"evidence":63},"Google's strategies for building scalable AI agent evaluation systems","google-s-strategies-for-building-scalable-ai-agent-evaluation-systems",[9],"Google recommendations for evaluating and scaling AI agent systems","ai-engineering","AI Engineering & LLM Ops","⚙️","DE",[13],"ai-engineering-DE",92,"spiking",false,"2026-07-25T11:29:11.025Z",[21,27,33,38,43,48,53,58],{"title":22,"url":23,"domain":24,"snippet":25,"content":26},"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 outline evaluation best practices for AI agents, from early 'vibing' tests to scalable metrics and systems for continuous assessment of agent behavior and reliability.","*    !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":28,"url":29,"domain":30,"snippet":31,"content":32},"Enterprise AI Companies: Landscape Breakdown in 2026","https:\u002F\u002Faimultiple.com\u002Fenterprise-ai-companies","aimultiple.com","Artificial intelligence is revolutionizing every industry with various use cases. Demand for AI products grows as more companies shift their legacy systems...",null,{"title":34,"url":35,"domain":36,"snippet":37,"content":32},"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":39,"url":40,"domain":41,"snippet":42,"content":32},"AI agents for patient care draw $335 million in a single month as health tech investment accelerates","https:\u002F\u002Fwww.marketscale.com\u002Findustries\u002Fhealthcare\u002Fai-agents-for-patient-care-draw-335-million-in-a-single-month-as-health-tech-investment-accelerates","marketscale.com","Assort Health, Cadence, Adaptive Innovations, and Stepful closed a combined $335M in June 2026, signaling strong enterprise demand for AI-driven care...",{"title":44,"url":45,"domain":46,"snippet":47,"content":32},"AI evals: why they're the new PRD, per Expedia","https:\u002F\u002Fventurebeat.com\u002Fsecurity\u002Fevals-are-the-new-prd-expedia-ai-chief-tells-vb-transform-2026","venturebeat.com","Expedia's AI chief Xavi Amatriain explains why AI evals are replacing traditional specs for agent governance, using toll gates calibrated to risk.",{"title":49,"url":50,"domain":51,"snippet":52,"content":32},"OpenAI Models Chain Zero-Days to Breach Hugging Face During Cyber Evaluation","https:\u002F\u002Fcyberpress.org\u002Fopenai-models-chain-zero-days\u002F","cyberpress.org","OpenAI has confirmed that two of its own artificial intelligence models, including the flagship GPT-5.6 Sol and an unnamed pre-release model,...",{"title":54,"url":55,"domain":56,"snippet":57,"content":32},"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","Describe your symptoms to most AI systems and you get back a list of possibilities. That passive exchange is what makes most consumer health chatbots...",{"title":59,"url":60,"domain":61,"snippet":62,"content":32},"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.",{"mentionsLast7Days":64,"mentionsLast30Days":64,"firstSeen":19,"lastSeen":65,"relatedEntities":66},2,"2026-07-26T00:06:04.995Z",[23,29],[68,72,75,78,81,84],{"topic":69,"slug":70,"score":71,"type":17,"country":13,"nicheIcon":12},"OpenAI GPT-5.6 family including Sol, Terra, Luna models","openai-gpt-5-6-family-including-sol-terra-luna-models",100,{"topic":73,"slug":74,"score":71,"type":17,"country":13,"nicheIcon":12},"Autonomous AI agents enabling real-time cyber operations in Europe","autonomous-ai-agents-enabling-real-time-cyber-operations-in-europe",{"topic":76,"slug":77,"score":71,"type":17,"country":13,"nicheIcon":12},"Base44 launches proprietary AI model to gain defensibility","base44-launches-proprietary-ai-model-to-gain-defensibility",{"topic":79,"slug":80,"score":71,"type":17,"country":13,"nicheIcon":12},"Anthropic Managed Agents on Claude as managed execution layer","anthropic-managed-agents-on-claude-as-managed-execution-layer",{"topic":82,"slug":83,"score":71,"type":17,"country":13,"nicheIcon":12},"Context engineering for AI root cause analysis","context-engineering-for-ai-root-cause-analysis",{"topic":85,"slug":86,"score":71,"type":17,"country":13,"nicheIcon":12},"Open-source no-code platforms for LLM apps, RAG, AI agents","open-source-no-code-platforms-for-llm-apps-rag-ai-agents"]