Ship enterprise apps faster with Databricks AppKit and @Replit
. AppKit is a TypeScript framework with built-in observability and seamless integration with Databricks services. The new Replit integration lets you develop data-aware apps using natural language and deploy directly
ENTERPRISE AI
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Databricks AppKit and Replit Speed Enterprise App Development
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Agent API Risk: Security, Finance, and Production Deployment Frontiers
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Most agent actions on our API are low risk. 73% of tool calls appear to have a human in the loop, and only 0.8% are irreversible. But at the frontier, we see agents acting on security systems, financial transactions, and production deployments (though some may be evals).
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Real-world agent deployment: safety implications across contexts
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Agents are already being deployed across contexts that range from e-mail triage to cybersecurity research. Understanding this spectrum is critical for safe deployment, yet we know surprisingly little about how people actually use agents in the real world.
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AI Agents Security: Why Undo Functionality Matters for Organizations
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On the AI Security Podcast, @RubrikInc GM of AI Dev Rishi covers the potential damage that can be caused by AI agents and why the “undo” important will be critical for organizations going through an #AI transformation 👉 go.rbrk.co/xobwcp
→ View original post on X — @predibase, 2026-02-18 18:15 UTC
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AI now hires you over the phone, disrupting investors
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Someday soon AI will hire you. @boardyai is already doing that today. You talk to it on the phone. Helps you build your company. Very disruptive to all sorts of investors.
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Data + AI Summit 2026 Registration Opens in San Francisco
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Registration for Data + AI Summit 2026 is now open! Join us in San Francisco June 15-18 for the world’s largest data, analytics and AI conference. 800+ technical sessions Live training on AI, analytics & BI, data engineering and more Networking opportunities with
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PolyAI voice realism could make real people sound like AI
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Great demo video
— AI Breakfast (@AiBreakfast) 18 février 2026
Millions of people have interacted with a PolyAI voice and didn't even realize it wasn't a person
This tech will get so good that the script will flip, and you'll start to think real people on the phone are AI, because it'll be a safer assumption at that point https://t.co/fYtFaSAuGcGreat demo video Millions of people have interacted with a PolyAI voice and didn't even realize it wasn't a person This tech will get so good that the script will flip, and you'll start to think real people on the phone are AI, because it'll be a safer assumption at that point
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Embedded World 2026: Edge AI Innovation Partnerships Showcase
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Heading to Nuremberg for Embedded World? Visit us in Hall 5, Booth 5-237 to see what is next for edge AI. We are proud to highlight the incredible work of our partners. Stop by to see how we are collaborating with @ultralytics
, Vintecc, Micro-IP, and many more to bring powerful -
Smart Metrics and Governance: Curbing Metric Gaming in AI
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Smart metrics don't just measure performance, they shape behavior. If we're deploying #AI across the enterprise, we need guardrails against metric gaming from day one. Governance isn't a brake on innovation, it's what makes transformation durable. Especially as agentic systems
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Delivering Meaningful AI Business Results at Rev 2026
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Unitil recently, common advice for any problem was "just use AI." Watch former FINRA chair Eileen Murray dispell this myth.
— Domino Data Lab (@DominoDataLab) 18 février 2026
Learn strategies to deliver meaningful AI business results at Rev 2026, May 19, NYC.
Registration is open: https://t.co/Rr531CTbs1#EnterpriseAI #Rev26 pic.twitter.com/ZmYaTlkFVuUnitil recently, common advice for any problem was "just use AI." Watch former FINRA chair Eileen Murray dispell this myth. Learn strategies to deliver meaningful AI business results at Rev 2026, May 19, NYC. Registration is open: https://
domino.buzz/3OmPNj2
#EnterpriseAI #Rev26