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From prompt chaos to clarity: How to build a robust AI orchestration layer

venturebeat.com Emilia David 2025-09-09 07:11:10

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Editor’s note: Emilia will lead an editorial roundtable on this topic at VB Transform next week. Register today. AI agents seem like an inevitability these days. Most enterprises already use an AI application and may have deployed at least a single-agent system, with plans to pilot workflows with multiple agents. Managing all that sprawl

Topics: ai enterprises framework need orchestration
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xAI faces legal threat over alleged Colossus data center pollution in Memphis

arstechnica.com Unknown 2025-09-09 11:40:14

After thermal imaging appeared to show that xAI lied about suspected pollution at its Colossus supercomputer data center located near predominantly Black communities in Memphis, Tennessee, the NAACP has threatened a lawsuit accusing xAI of violating the Clean Air Act. In a letter sent to xAI on Tuesday, lawyers from the Southern Environmental Law Center (SELC) notified xAI of the NAACP's intent to sue in 60 days if xAI refuses to meet to discuss the groups' concerns that xAI is not using the re

Topics: center memphis naacp pollution xai
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FBC: Firebreak: 9 Beginner Tips to Survive Your First Shift

cnet.com See Full Bio 2025-09-10 21:00:02

So you've volunteered to be a Firebreaker, and now you're staring down a paranatural threat with only a glorified super soaker in your hands. It happens to the best of us. FBC: Firebreak is developer Remedy Entertainment's first crack at a live-service multiplayer game. It's a Left 4 Dead-like horde shooter set in the Oldest House (from Control), an ever-shifting building that contains the world's foremost paranatural threats. Taking place six years after Remedy's 2019 game Control, FBC: Fireb

Topics: enemies entertainment game kit remedy
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Google launches production-ready Gemini 2.5 AI models to challenge OpenAI’s enterprise dominance

venturebeat.com Michael Nuñez 2025-09-11 07:55:56

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Google moved decisively to strengthen its position in the artificial intelligence arms race Monday, declaring its most powerful Gemini 2.5 models ready for enterprise production while unveiling a new ultra-efficient variant designed to undercut competitors on cost and speed. The Alphabet subsidiary promoted two of its flagship AI models—G

Topics: ai enterprise gemini google models
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AI threatens to raid the water reserves of Europe's driest regions

news.ycombinator.com Unknown 2025-09-12 19:00:38

U.S. giants Microsoft and Amazon are investing billions to snatch up land in the increasingly water-stressed territory with the aim of building data centers, which typically use many millions of liters of water a year. The Spanish and regional governments are ecstatic. The country’s former digital minister celebrated Amazon’s decision to move in last year, boasting that Spain is “at the forefront of technology innovation and Artificial Intelligence in Europe.” It goes hand-in-hand with the Euro

Topics: amazon centers data farmer water
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'No Kings’ Protests, Citizen-Run ICE Trackers Trigger Intelligence Warnings

wired.com Dell Cameron 2025-09-15 14:45:13

As protests continue to swell across the United States in response to aggressive Immigration and Customs Enforcement actions, civilians are turning to homebrew digital tools to track ICE arrests and raids in real time. But restricted government documents, obtained by the nonprofit watchdog Property of the People, show that US intelligence agencies are now eyeing the same tools as potential threats. A law enforcement investigation involving the maps is also apparently underway. Details about Sat

Topics: center enforcement intelligence law maps
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The case for embedding audit trails in AI systems before scaling

venturebeat.com Emilia David 2025-09-15 19:13:09

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Editor’s note: Emilia will lead an editorial roundtable on this topic at VB Transform this month. Register today. Orchestration frameworks for AI services serve multiple functions for enterprises. They not only set out how applications or agents flow together, but they should also let administrators manage workflows and agents and audit t

Topics: agents ai enterprises orchestration systems
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Kyber (YC W23) Is Hiring a Technical Account Manager

news.ycombinator.com Unknown 2025-09-17 03:01:11

At Kyber, we're building the next-generation document platform for enterprises. Today, our AI-native solution transforms regulatory document workflows, enabling insurance claims organizations to consolidate 80% of their templates, spend 65% less time drafting, and compress overall communication cycle times by 5x. Our vision is for every enterprise to seamlessly leverage AI templates to generate every document. Over the past 8 months, we’ve: 20x’d revenue and are profitable. Landed multiple si

Topics: ai customer enterprise kyber technical
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Glean, gen AI enterprise search startup, raises $150 million in deal adding billions to valuation

cnbc.com Afshan Musani 2025-09-18 15:00:01

Arvind Jain, CEO of Glean, on SaaS Monster stage during day one of Web Summit 2022 at the Altice Arena in Lisbon, Portugal, on Nov. 2, 2022. In early 2025, Glean launched its agentic AI, Glean Agents, which the company says are on pace to support one billion agent actions by year-end. "We're building the platform that brings AI into the fabric of everyday work, connecting people to knowledge, automating tasks, and enabling smarter decisions across the enterprise," said Arvind Jain, Glean co-fo

Topics: ai enterprise glean jain said
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Why most enterprise AI agents never reach production and how Databricks plans to fix it

venturebeat.com Sean Michael Kerner 2025-09-19 13:00:00

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Many enterprise AI agent development efforts never make it to production and it’s not because the technology isn’t ready. The problem, according to Databricks, is that companies are still relying on manual evaluations with a process that’s slow, inconsistent and difficult to scale. Today at the Data + AI Summit, Databricks launched Mosaic

Topics: agent ai data databricks enterprise
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Malaysia is betting on data centers to boost its economy

news.ycombinator.com Ghosal Covers The Intersection Of Business 2025-06-04 15:20:01

JOHOR BAHRU, Malaysia (AP) — Winson Lau has always had contingency plans. But he wasn’t prepared for data centers. Lau relies on water and electricity to operate his thriving export business in Malaysia’s Johor province, where he raises a kaleidoscope of tropical fish in rows of aquariums, including albino fish with red spots that can fetch up to $10,000 from collectors. His contingency plans in the event of an outage involve an intricate system of purifying wastewater through friendly bacteria

Topics: ap centers data johor malaysia
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