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The Databricks AI Research Team

The Databricks AI Research Team

The Databricks AI Research Team's posts

Agentic Reasoning

AI Research

April 14, 2026/6 min read

Agentic Reasoning in Practice: Making Sense of Structured and Unstructured Data

Memory Scaling for AI Agents

AI Research

April 10, 2026/12 min read

Memory Scaling for AI Agents

Meet KARL: A Faster Agent for Enterprise Knowledge, powered by custom RL

AI Research

March 5, 2026/3 min read

Meet KARL: A Faster Agent for Enterprise Knowledge, powered by custom RL

MemAlign OG image

AI Research

February 3, 2026/9 min read

MemAlign: Building Better LLM Judges From Human Feedback With Scalable Memory

Scaling Small LLMs with NVIDIA MPS

AI Research

January 26, 2026/7 min read

Scaling Small LLMs with NVIDIA MPS

Instructed Retriever

AI Research

January 6, 2026/11 min read

Instructed Retriever: Unlocking System-Level Reasoning in Search Agents

OfficeQA: A grounded reasoning benchmark for testing enterprise AI

AI Research

December 9, 2025/12 min read

Introducing OfficeQA: A Benchmark for End-to-End Grounded Reasoning

ai_parse_document

Product

November 11, 2025/5 min read

PDFs to Production: Announcing state-of-the-art document intelligence on Databricks

Week of AI Agents

AI Research

November 4, 2025/9 min read

From Pilot to Production with Custom Judges

Fast PEFT Serving at Scale

AI Research

October 21, 2025/12 min read

Fast PEFT Serving at Scale

AI Research

September 24, 2025/12 min read

Building State-of-the-Art Enterprise Agents 90x Cheaper with Automated Prompt Optimization

Judging with Confidence: Meet PGRM, the Promptable Reward Model

AI Research

August 12, 2025/10 min read

Judging with Confidence: Meet PGRM, the Promptable Reward Model

Showing 1 - 12 of 18 results