# azure-foundry

Published articles for azure-foundry.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## The grader is the reward: What we learned from reinforcement fine-tuning on Azure Foundry

DevFeed: [The grader is the reward: What we learned from reinforcement fine-tuning on Azure Foundry](<https://devfeed.tech/articles/the-grader-is-the-reward-what-we-learned-from-reinforcement-fine-tuning-on-azure-foundry-32262.md>)

Original publisher: [Read original article](<https://medium.com/data-science-at-microsoft/the-grader-is-the-reward-what-we-learned-from-reinforcement-fine-tuning-on-azure-foundry-16a6bbd1ac11?source=rss----a6e43238cdaf---4>)

Author: Moid Hassan

Published: 2026-07-28T07:16:01Z

Content type: article

Language: en

Sources: [Data Science at Microsoft](<https://devfeed.tech/sources/data-science-at-microsoft.md>)

Topics: [Fine-tuning](<https://devfeed.tech/topics/fine-tuning.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Language models](<https://devfeed.tech/topics/language-models.md>), [Microsoft](<https://devfeed.tech/topics/microsoft.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [azure-foundry](<https://devfeed.tech/tags/azure-foundry.md>), [data-science](<https://devfeed.tech/tags/data-science.md>), [data-scientist](<https://devfeed.tech/tags/data-scientist.md>), [deep-reinforcement](<https://devfeed.tech/tags/deep-reinforcement.md>), [fine-tuning](<https://devfeed.tech/tags/fine-tuning.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [model](<https://devfeed.tech/tags/model.md>), [reinforcement-learning](<https://devfeed.tech/tags/reinforcement-learning.md>)

### AI overview

This article describes using reinforcement fine-tuning on Azure Foundry to improve language-model-generated business communications. It explains that prompting a frontier model produced generic drafts with poor context handling, excessive length, repeated questions, and occasional unsupported details, motivating efforts to teach the model what quality means for a specific domain.

### Source excerpt

Where this story starts Continue reading on Data Science + AI at Microsoft "