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Databricks Acquires Neon: Serverless Postgres for the AI Era

2025-05-14
Databricks Acquires Neon: Serverless Postgres for the AI Era

Databricks announced the acquisition of Neon, a developer-first serverless Postgres company. Neon's team, renowned for their Postgres expertise, built a database platform known for its speed, scalability, and cost-effectiveness, particularly appealing to AI agents. This acquisition strengthens Databricks' position in AI-native databases, offering developers and AI systems a powerful database solution.

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(www.databricks.com)
Tech

Databricks' TAO: Outperforming Fine-tuning with Unlabeled Data

2025-03-26
Databricks' TAO: Outperforming Fine-tuning with Unlabeled Data

Databricks introduces TAO (Test-time Adaptive Optimization), a novel model tuning method requiring only unlabeled usage data. Unlike traditional fine-tuning, TAO leverages test-time compute and reinforcement learning to improve model performance based on past input examples. Surprisingly, TAO surpasses traditional fine-tuning, bringing open-source models like Llama to a quality comparable to expensive proprietary models like GPT-4. This breakthrough is available in preview for Databricks customers and will power future products.

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(www.databricks.com)
AI Model Tuning