The next phase of LangSmith is more than faster trace loading. We’re making trace data more useful. SmithDB is the foundational layer that makes this possible. A deeper dive from Co-Founder @ankush_gola11
ENTERPRISE AI
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PolyAI launches enterprise voice agent platform for real-time customer dialog
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Call centers are about to get absolutely cooked.
— God of Prompt (@godofprompt) 18 mai 2026
PolyAI just opened the same voice agent platform used by FedEx, Marriott, PG&E, Foot Locker, and more.
Not chatbot cosplay.
Real dialog agents for messy enterprise calls.
Built in 10 minutes or from your terminal.
Voice AI is… https://t.co/GWChJy35e8Call centers are about to get absolutely cooked. PolyAI just opened the same voice agent platform used by FedEx, Marriott, PG&E, Foot Locker, and more. Not chatbot cosplay.
Real dialog agents for messy enterprise calls. Built in 10 minutes or from your terminal. Voice AI is -
PolyAI Launches New Platform for Rapid Voice Agent Development
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This is insane… PolyAI just shipped the Open Platform and it is producing production voice agents, knowledge bases, and integrations from a single prompt.
— AI Highlight (@AIHighlight) 18 mai 2026
A year ago this required a telephony engineer, a conversation designer, a vendor team, and a $150K contract. https://t.co/Na4hlvzyIGThis is insane… PolyAI just shipped the Open Platform and it is producing production voice agents, knowledge bases, and integrations from a single prompt. A year ago this required a telephony engineer, a conversation designer, a vendor team, and a $150K contract.
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Databricks Genie Updates Expand AI Data Analysis Capabilities
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The next generation of Databricks Genie can answer questions beyond the boundaries of a Genie Space, bringing together trusted business logic, dashboards, apps, and enterprise knowledge sources in a single experience.
— Databricks (@databricks) 18 mai 2026
Also included:
• Built-in connectors for sources like Google… pic.twitter.com/X6Kq4eo7mvThe next generation of Databricks Genie can answer questions beyond the boundaries of a Genie Space, bringing together trusted business logic, dashboards, apps, and enterprise knowledge sources in a single experience. Also included:
• Built-in connectors for sources like Google -
Amazon Nova enhances computer vision for industrial quality detection
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Computer vision for quality detection is one of the fastest AI use cases to deliver results on the factory floor. The barrier used to be the size of the training dataset. Amazon Nova is changing that calculus at Hannover Messe 2026. #PhysicalAI #QualityControl #IIoT #aws_ai pic.twitter.com/fQD6vtQ1Yv
— Lucian Fogoros (@fogoros) 18 mai 2026Computer vision for quality detection is one of the fastest AI use cases to deliver results on the factory floor. The barrier used to be the size of the training dataset. Amazon Nova is changing that calculus at Hannover Messe 2026. #PhysicalAI #QualityControl #IIoT #aws_ai
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Shift from AI assistants to AI teams
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We’re really moving from “AI assistants” to actual AI teams Crazy shift happening right now
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LobeHub offers 50 AI agents as an automated workforce
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Your next employee won’t be human.
— Nico (@nicos_ai) 18 mai 2026
It’ll be 50 AI agents working 24/7.
LobeHub wants to turn AI into an entire workforce:
• Specialized agents working in parallel
• 24/7 automation even while you’re offline
• Results delivered directly into Slack, Discord, or Telegram
•… https://t.co/qIvXMuJom4 pic.twitter.com/6TfPu1FG35Your next employee won’t be human. It’ll be 50 AI agents working 24/7. LobeHub wants to turn AI into an entire workforce: • Specialized agents working in parallel
• 24/7 automation even while you’re offline
• Results delivered directly into Slack, Discord, or Telegram
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A Beginner’s Blueprint for Building AI Agents for Business Tasks
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The Beginner’s Blueprint for Building AI Agents That Handle Your Toughest Business Tasks AI agents are becoming more practical and accessible — this guide explains how businesses can start building agents to automate complex workflows. Read more https://
bernardmarr.com/the-beginners-
blueprint-for-building-ai-agents-that-handle-your-toughest-business-tasks/
… #AI -

The critical role of governance and security in enterprise AI
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AI accelerates business But without governance and security,
it multiplies risk. • Shadow AI
• Data exposure
• Compliance gaps
• AI-generated threats AI + Security + Governance = competitive advantage Via Giuliano Liguori (
@ingliguori
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Corporate AI Investment ROI and Its Impact on Workforce Hiring
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43% of CEOs plan to cut junior roles in the next two years, up from 17% last year. However, at the same time, only 27% say their AI investments have met expectations – down from 38%. Yet. The small group of companies that ARE seeing real AI ROI are actually more likely to hire