Introducing the lab sponsors for the Databricks Grounded Reasoning Cup at #DataAISummit 2026: @AnthropicAI
, @OpenAI
, and @GoogleDeepMind
. Each lab is partnering with leading academic teams to build agents that tackle grounded reasoning over complex government data using the
AGENTS
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Databricks Grounded Reasoning Cup sponsors: Anthropic, OpenAI, Google DeepMind
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LangSmith Engine surfaces systemic issues automatically, transforming agent evaluation
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With LangSmith Engine, systemic issues get surfaced automatically instead of getting buried in traces.@ollieelmgren from @ListenLabs on how LangSmith Engine changed the way his team evaluates their agents. pic.twitter.com/7uUf47agFh
— LangChain (@LangChain) 3 juin 2026With LangSmith Engine, systemic issues get surfaced automatically instead of getting buried in traces. @ollieelmgren from @ListenLabs on how LangSmith Engine changed the way his team evaluates their agents.
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Gemma 4 12B: encoder-free open model with agentic reasoning, vision, audio
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Gemma 4 12B shipped today under the label "encoder-free." A local 12b model that shows really good results. I'm a big fan of Gemma Gemma 4 12B is out: a dense, fully open model (Apache 2.0) that runs on a 16GB laptop and does agentic reasoning, vision and audio at a quality
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16GB VRAM Doable for Standard Hardware Except Long Context Tasks
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Maybe for very long context agent tasks, but otherwise, 16GB VRAM is pretty doable on standard hardware
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NVIDIA Local AI Agents Level Up with OpenShell and RTX Updates
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Local AI Agents are leveling up across DGX Spark & RTX PCs. NVIDIA OpenShell is coming to Windows alongside new agentic AI optimizations and creator app updates—including NVIDIA Broadcast 2.2, plus upcoming RTX acceleration for Adobe apps and Blender. Learn More:
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New 2nd edition of RAG-Driven Generative AI book
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New (2nd edition) from @PacktDataML available at https://
amzn.to/4tULP1b RAG-Driven Generative AI — Build MAS-RAG with DualRAG, GraphRAG, multimodal video pipelines, and Oracle Database 23ai 𝗞𝗲𝘆 𝗙𝗲𝗮𝘁𝘂𝗿𝗲𝘀:
Master DualRAG by combining vector search with SQL filtering -
Manual transcription of bank wire details avoided by Claude in 2026
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Me: Happy to upload our bank's standard letter.
TA: No it has to be on *our* standard format.
Me, twitching: You want me to manually transcribe approximately 100 characters into boxes on a flat PDF where one being wrong causes wire misdelivery. That is… oh it's 2026. Claude, go -
Build Multimodal AI Knowledge Base with Gemini Embedding 2
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How to Build a Multimodal AI Knowledge Base With Gemini Embedding 2 https://
madebyagents.com/blog/build-mul
timodal-rag-gemini-embedding-2?utm_source=dlvr.it&utm_medium=twitter
… #ArtificialIntelligence #MachineLearning #DataScience #AIStrategy #DigitalTransformation #GenerativeAI #technology #ChiefDataOfficer -
Leni: AI that automates real estate analysis for investors
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Los inversores inmobiliarios llevan años esperando una IA que entienda su trabajo.
— Nico (@nicos_ai) 3 juin 2026
Con Leni:
→ Underwriting de activos en minutos
→ Memos de inversión listos para presentar
→ Reportes para LPs sin trabajo manual
→ Revisión de contratos con riesgos identificados
Todo con… https://t.co/h4BvBcGOumReal estate investors have been waiting for years for an AI that understands their work. With Leni:
→ Asset valuation in minutes
→ Investment memos ready to present
→ Reports for LPs without manual work
→ Contract review with -
How to get started with SEO Agent on Replit
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Here's how to get started with SEO Agent: – Open your app's new Growth dashboard under Tools.
– Click "Run scan with Agent" to audit your site for crawlability, indexing and more
– Apply fixes with Agent, then republish
– Once you've republished your app, see your SEO rating