The infrastructure plumbing determines exactly how far an AI pilot can scale. When legacy dependencies and data bottlenecks clog the system, even the most advanced models fail to deliver production value.
ENTERPRISE AI
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OpenAI market share drops below 50% as Microsoft seeks alternatives
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and now OpenAI’s market share is down below 50% and *Microsoft* is publicly looking for cheaper alternatives.
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Comment on Microsoft’s fine-tuned version of DS4 on Azure
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yeah, but a MSFT fine-tuned version of DS4 on azure
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Microsoft considers hosted DeepSeek V4 for cheaper Copilot Cowork
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Axios reports that Microsoft is considering a Microsoft-hosted version of DeepSeek V4 as a cheaper model option for Copilot Cowork. Microsoft says Copilot Cowork cannot work with unlimited pricing. "We have users who
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Mastercard executive discusses virtual C-suite for small businesses using Lakebase
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“We made a virtual C-suite. It serves small business owners by creating a suite of agents to help them manage cash flow, investments and more. Standardizing on Lakebase has been critical.” Fed Cohen Freue, EVP of AI & Data Operations at Mastercard, on how a unified
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Companies without visibility on AI agents, Ent fixes that
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Businesses are running AI agents inside live work environments with zero visibility into what those agents are actually doing.
— AI Highlight (@AIHighlight) 16 juin 2026
Ent fixes that. One platform, full intent coverage, human and AI activity tracked in real time. https://t.co/W7w8hsTTtgCompanies run AI agents in live work environments with no visibility into what these agents actually do. Ent fixes that. A single platform, complete coverage of intents, human and AI activities tracked in
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Improving AI Systems without External Control and Managed Costs
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We work with companies and governments worldwide to ensure their AI systems operate and remain operational outside any external control, improve with each new model version, and benefit from a cost structure
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Agents need one system of record with unified governance
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Without the right context, even the most advanced agents fail to give reliable answers. And when context is incomplete, AI will fill the gaps. “Agents need one system of record, with all of your data and unified governance,” says Databricks co-founder and CEO, @alighodsi
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Databricks introduces Genie One, AI coworker for business teams
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Meet Genie One, the data-smart AI coworker for business teams.
— Databricks (@databricks) 16 juin 2026
There's no shortage of AI assistants for business users. What they lack is an AI coworker that understands the business, knows what data to trust, and can turn answers into action.
Genie One is designed to close… pic.twitter.com/0TVfVY8lFUMeet Genie One, the data-smart AI coworker for business teams. There's no shortage of AI assistants for business users. What they lack is an AI coworker that understands the business, knows what data to trust, and can turn answers into action. Genie One is designed to close
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NVIDIA Blackwell platform dominates MLPerf Training 6.0 benchmarks
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The NVIDIA Blackwell platform just swept MLPerf Training 6.0, delivering fastest performance and largest scale.
— NVIDIA (@nvidia) 16 juin 2026
Beyond the benchmarks, capabilities like the Reliability, Availability, and Serviceability Engine and NVIDIA Resiliency Extension deliver fewer interruptions and… pic.twitter.com/QH77j4UA8nThe NVIDIA Blackwell platform just swept MLPerf Training 6.0, delivering fastest performance and largest scale. Beyond the benchmarks, capabilities like the Reliability, Availability, and Serviceability Engine and NVIDIA Resiliency Extension deliver fewer interruptions and