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Digital Employee Experience is evolving. More than simply measuring employee satisfaction, DEX is becoming a critical source of operational intelligence that helps AI understand what employees experience, identify emerging problems before they spread, and support informed automation.

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Samsara's Beyond 2026 keynote showed a company transforming its hardware network into an even more powerful AI operating layer for physical operations, from fleet safety and maintenance to cargo tracking and custom agents.

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To properly scale AI requires a focus on strong architecture, unifying data, and implementing strict governance.

The post Will Your AI Pilot Scale? 3 Questions Manufacturers Need to Ponder appeared first on


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The Agentic AI Foundation (AAIF), which focuses on the development of an open-standard agentic AI stack, announced that 57 new members have joined the effort over the past quarter.

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Aggressive data reduction can produce the opposite of its intended effect. While sampling or heavy aggregation may reduce the apparent complexity of individual queries, they also remove the fine-grained signals that multi-step reasoning depends on.

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