newsletterJune 4, 2026·Towards Data Science

How to Navigate the Shift from Prompt-Based Tools to Workflow-Driven AI

Abacus.AI and the case for unified AI workflows The post How to Navigate the Shift from Prompt-Based Tools to Workflow-Driven AI appeared first on Towards Data Science.

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•Abacus.AI and the case for unified AI workflows The post How to Navigate the Shift from Prompt-Based Tools to Workflow-Driven AI appeared first on Towards Data Science.
•This story was reported by Towards Data Science, covering developments in the newsletter space.
•AI advancements continue to reshape industries — read the full article on Towards Data Science for complete coverage.

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How to Navigate the Shift from Prompt-Based Tools to Workflow-Driven AI

Key Takeaways

Related Articles

Five Ways to Fine-Tune Chronos-2, the Time Series Foundation Model

Small Data, Big Maps: Training Geospatial ML Models When Samples Are Scarce

FPN Paper Walkthrough: Leveraging the Internal Pyramid

Is an Online Master’s Degree in AI a Good Idea?

Discussion

How to Navigate the Shift from Prompt-Based Tools to Workflow-Driven AI

Key Takeaways

Related Articles

Five Ways to Fine-Tune Chronos-2, the Time Series Foundation Model

Small Data, Big Maps: Training Geospatial ML Models When Samples Are Scarce

FPN Paper Walkthrough: Leveraging the Internal Pyramid

Is an Online Master’s Degree in AI a Good Idea?

Discussion

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Towards Data Science
Five Ways to Fine-Tune Chronos-2, the Time Series Foundation Model
In Part 1 of this series, we introduced Chronos-2, a time-series foundation model. We got our hands dirty by walking through a real case study and saw what Chronos-2 can do straight out of the box, with no training. But as we noted at the end of Part 1, zero-shot isn’t always enough. In cases […] Th

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Small Data, Big Maps: Training Geospatial ML Models When Samples Are Scarce
When images, mosaics, and data cubes exist in abundance, but field labels are expensive, rare, and imperfect. The post Small Data, Big Maps: Training Geospatial ML Models When Samples Are Scarce appeared first on Towards Data Science.

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