Tags

# Openmetadata

[

![Most Context Layers Only Go Halfway: What AI Actually Needs](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![Most Context Layers Only Go Halfway: What AI Actually Needs](https://cdn.hashnode.com/uploads/covers/68f7e5e9cd62a42c206feaa6/4cb63ea5-2f15-416d-af6b-722a6b67b68b.png)

## Most Context Layers Only Go Halfway: What AI Actually Needs

There's a hidden assumption embedded in almost every data catalog, governance framework, and metadata platform built over the last decade: that a human being would always be nearby to handle ambiguity...

](/blog/most-context-layers-only-go-halfway-what-ai-actually-needs)

[

![Collate Joins The Linux Foundation to Advance Open Metadata Standards for AI and Data](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![Collate Joins The Linux Foundation to Advance Open Metadata Standards for AI and Data](https://cdn.hashnode.com/uploads/covers/661eafb497eb31f2d368a2bf/19f2b6ae-b412-4836-9845-10fd5db1a630.png)

## Collate Joins The Linux Foundation to Advance Open Metadata Standards for AI and Data

SAN FRANCISCO, Calif. – March 26, 2026 – Collate Inc., the company behind the open source OpenMetadata project, today announced it has joined the Linux Foundation as a Silver Member to help drive the ...

](/blog/collate-joins-the-linux-foundation-to-advance-open-metadata-standards-for-ai-and-data)

[

![Stop Letting AI Guess: The Case for Semantic Intelligence](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![Stop Letting AI Guess: The Case for Semantic Intelligence](https://cdn.hashnode.com/uploads/covers/68f7e5e9cd62a42c206feaa6/ceb6803b-d1da-4a02-850b-588fbc7db91d.png)

## Stop Letting AI Guess: The Case for Semantic Intelligence

AI doesn't know what your data means. It infers. Anyone who has used OpenAI or Claude has experienced hallucinations and rolled their eyes when they realize that although LLMs aim to please (i.e., are...

](/blog/stop-letting-ai-guess-the-case-for-semantic-intelligence)

[

![Why Semantic Intelligence Is the Missing Foundation for Trusted AI](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![Why Semantic Intelligence Is the Missing Foundation for Trusted AI](https://cloudmate-test.s3.us-east-1.amazonaws.com/uploads/covers/68f7e5e9cd62a42c206feaa6/3c91810e-2b42-4233-b4eb-65763cce9ec8.png)

## Why Semantic Intelligence Is the Missing Foundation for Trusted AI

A frequent question we hear from data leaders is: “We invested in a data catalog. Why don’t our teams trust the data?” The question stems from how our industry has approached metadata over the past de...

](/blog/why-semantic-intelligence-is-the-missing-foundation-for-trusted-ai)

[

![Announcing Collate 1.12](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![Announcing Collate 1.12](https://cloudmate-test.s3.us-east-1.amazonaws.com/uploads/covers/661eafb497eb31f2d368a2bf/ecf0b7c7-559f-4659-9992-9fe1bb9397b2.png)

## Announcing Collate 1.12

We are pleased to introduce Collate 1.12, the newest version of our managed OpenMetadata service, featuring the latest innovations in AI-powered semantic intelligence. Highlights from this release inc...

](/blog/announcing-collate-1-12)

[

![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)

![](data:image/svg+xml,%3csvg%20xmlns=%27http://www.w3.org/2000/svg%27%20version=%271.1%27%20width=%2716%27%20height=%2716%27/%3e)![arrow-left](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![arrow-left](/images/learning-center/left-arrow.svg)

12

![](data:image/svg+xml,%3csvg%20xmlns=%27http://www.w3.org/2000/svg%27%20version=%271.1%27%20width=%2716%27%20height=%2716%27/%3e)![arrow-right](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![arrow-right](/images/learning-center/right-arrow.svg)