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24 Aug 2026

The Prior Changelog: Summer Edition

New family of open-source relational learning tools, major improvements to API inference speed, and more - read all about it in The Prior Changelog.

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18 Aug 2026

Introducing RelArena-alpha, TabPFN-Rel and RPI: Predictive Queries for Relational Databases

Relational ML results are hard to reproduce and harder to compare. RelArena-α fixes the benchmark, TabPFN-Rel tops it, and RPI brings both to your database.

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11 Aug 2026

Why are LLMs missing on Tabular Benchmark Leaderboards?

Everyone assumes LLMs are bad at tabular prediction, but no rigorous benchmark proves it. Why LLM-vs-TFM benchmarks barely exist, and what it would take to make it happen.

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23 Jul 2026

Predicting a World Cup winner with TabPFN using a Monte Carlo simulation

Predicting the World Cup winner with TabPFN and Monte Carlo simulation: how combining a tabular foundation model's match predictions with thousands of simulated tournaments can estimate each team's championship odds.

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22 Jul 2026

Prior Labs Moves to a Co-CEO Structure‍

Prior Labs moves to a Co-CEO structure: Sauraj Gambhir leads the business, Frank Hutter leads research. Onwards.

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17 Jul 2026

Acquisition Closed: Backed by €1B+ to Scale our Frontier AI Lab

It's official. Prior Labs is now an independent lab inside SAP - brand, mission, team, offices, and research-led identity all carrying forward, backed by more than €1 billion.

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04 May 2026

The Next Chapter for Prior Labs

Prior Labs enters definitive agreement to be acquired by SAP, with intended €1B+ investment over four years to scale frontier research

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10 Apr 2026

TabPFN on Azure: Instant Structured Data Predictions Directly on Your Fabric Data

Deploy TabPFN in your Azure workspace. Run predictions on structured data, fully integrated with your Microsoft ecosystem.

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03 Mar 2026

TabPFN Now Available on Databricks: Run Predictions on Unity Catalog Data

Deploy TabPFN in your Databricks workspace. Run predictions on Unity Catalog data without feature engineering or retraining. From batch to real-time inference in your existing workflows.

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09 Dec 2025

TabPFN Now Available on AWS SageMaker: One-Click Deployment in Your AWS Environment

TabPFN is now available on AWS SageMaker Marketplace. Deploy directly in your AWS account with a single click, AWS handles infrastructure setup, GPU configuration, and deployment. Your data never leaves your infrastructure.

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31 Jul 2025

Extensions

TabPFN was built to deliver fast, accurate predictions out of the box—with minimal preprocessing and no hyperparameter tuning. But we’ve always known that the off-the-shelf experience is the starting point. If you’ve ever thought, “TabPFN is close, but I need X…” — keep reading.

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24 Apr 2025

AI's Blind Spot: The Structured Data Challenge

At Prior Labs, we're building Multimodal Tabular Foundation Models (TFMs), starting with TabPFN, that understand tables natively—learning statistical reasoning directly from data. Our vision is broader: truly agentic.

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18 Feb 2025

Super Data Science Podcast

Our founder and CEO Frank Hutter recently joined Jon Krohn on the SuperDataScience podcast to discuss how TabPFN is finally overcoming the long-standing challenge of applying deep learning to tabular data. Despite deep learning's success with images, audio, and natural language, tabular data has remained what Frank called "an insurmountable obstacle" - until now.

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