Great to see Spanner recognized with this year's ACM SIGMOD Systems Award "for reimagining relational data management to enable serializability with external consistency at global scale". I was fortunate to be able to work on the first versions of Spanner with awesome colleagues
DATA
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Enterprise GenAI Evaluation: Meeting Real Business Needs
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Enterprise GenAI evaluation isn’t just about benchmarks—it’s about ensuring AI meets real business needs. But what’s the biggest challenge? Dive into our recent blog for insights: https://
snorkel.ai/blog/what-is-s
pecialized-genai-evaluation-and-why-is-it-so-critical-to-enterprise-ai/
… What’s the biggest challenge in GenAI evaluation for enterprises? -

Moody’s Risk Data Suite Now Available on Databricks Marketplace
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Moody's Risk Data Suite is now available on #DatabricksMarketplace! These rich datasets provide direct access to @Moodys
' credit risk insights. Strengthen your risk management strategy and unlock new opportunities across Financial Services use cases. https://
dbricks.co/4cMRuyc -

DataAISummit 2025 Virtual Access Available Now
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Can’t join us in San Francisco for #DataAISummit 2025? Join us virtually! In our free virtual experience, tune into two days of keynotes and select sessions from the comfort of your own home – plus get on-demand access after the event. Register now to hear directly from the
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ZAPBench: Whole-Brain Zebrafish Activity Dataset Released
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In collaboration with HHMI Janelia & Harvard, we introduce ZAPBench, a whole-brain activity dataset and benchmark with single cell resolution of a larval zebrafish, which will enable development and comparison of more accurate brain activity models. →https://t.co/4N6yvP2gki pic.twitter.com/mJyvd9l6L3
— Google AI (@GoogleAI) 24 avril 2025In collaboration with HHMI Janelia & Harvard, we introduce ZAPBench, a whole-brain activity dataset and benchmark with single cell resolution of a larval zebrafish, which will enable development and comparison of more accurate brain activity models. →
https://
goo.gle/44rEpsn -
Handling Dynamic Document Updates in AI Retrieval Systems
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For (2), documents that change and where you want the updates to be reflected quickly in the retrieval system can be challenging. You usually end up building a "fresh" layer of your system that has very different data structures that can handle updates/insertions, but that is
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Knowledge Graphs Infrastructure Impact Web Corpus Scale
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For (1), knowledge graphs help with lots of higher level kind of things, search presentation aspects, etc., but from an infrastructure perspective, they don't have a huge effect because they just aren't very large relative to the web corpus.
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InfoKase: New Marketplace for Premium Intelligence and Research
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Just started a side project. @InfoKase_com — a marketplace for premium intel. The internet used to lack information. Now it’s drowning in noise. AI is only making the flood worse. InfoKase connects buyers and sellers of premium research and private intel across all
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Google AI Co-Scientist: Automation and Memory for Research
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#ICLR2025 don't miss the Google Cloud AI Research's work on real-world agents, focusing on co-scientist collaboration, data science automation, and memory for personalized interactions, presented today at 10 AM by Tomas Pfister & Jinsung Yoon. https://t.co/3RwaZxoPKN pic.twitter.com/oB1SejWeIA
— Google AI (@GoogleAI) 24 avril 2025#ICLR2025 don't miss the Google Cloud AI Research's work on real-world agents, focusing on co-scientist collaboration, data science automation, and memory for personalized interactions, presented today at 10 AM by Tomas Pfister & Jinsung Yoon. https://
research.google/blog/accelerat
ing-scientific-breakthroughs-with-an-ai-co-scientist/
… -

Mobility AI: Data-Driven Urban Transportation Management Platform
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Introducing Mobility AI, a program to provide transportation agencies w/ tools for data-driven policymaking, traffic management & continuous monitoring of urban transportation systems, leveraging AI advancements in measurement, simulation, & optimization →
https://
goo.gle/3EEoUTd