Tags

# Semantics

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![What 300,000 Unowned Datasets Taught Us About Semantics](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![What 300,000 Unowned Datasets Taught Us About Semantics](https://cdn.hashnode.com/res/hashnode/image/upload/v1770250370652/51116c68-3ea0-46a0-b5f0-fa8cbc82fd1c.png)

## What 300,000 Unowned Datasets Taught Us About Semantics

At Uber, we had over 300,000 datasets, and most of them were unowned. Engineers couldn't find the data they needed, and when they did, they had no way to know if they could trust it. Who owned this table? Where did the data come from? What did the nu......

](/blog/what-300000-unowned-datasets-taught-us-about-semantics)

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![2026 Predictions: Why Semantics Will Determine AI Success](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![2026 Predictions: Why Semantics Will Determine AI Success](https://cdn.hashnode.com/res/hashnode/image/upload/v1767630717816/2bda9e63-2d83-446c-85e3-ab37f124acc8.png)

## 2026 Predictions: Why Semantics Will Determine AI Success

As we reach the end of 2025, a pattern has emerged which is hard to ignore. AI adoption is everywhere, but companies are struggling to see large-scale and repeatable value creation. In its 2025 State of AI survey, McKinsey reported that while enterpr......

](/blog/2026-predictions-why-semantics-will-determine-ai-success)

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![Reimagine 2025 Recap: Unlocking AI-Ready Data, One Agent at a Time](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![Reimagine 2025 Recap: Unlocking AI-Ready Data, One Agent at a Time](https://cdn.hashnode.com/res/hashnode/image/upload/v1761677592575/161eddd6-7203-4d0c-b747-2040e921c71b.png)

## Reimagine 2025 Recap: Unlocking AI-Ready Data, One Agent at a Time

We’re entering a new era where humans and AI collaborate through shared understanding, not just shared tools. This means data teams are facing a new mandate: stop preparing for AI, and start working with it. At Reimagine 2025, Collate’s virtual summi......

](/blog/reimagine-2025-summit-recap-unlocking-ai-ready-data-one-agent-at-a-time)