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Databricks Blog

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17:30
2026-08-28
databricks.com
artificial-intelligence

How Trackunit turns construction data into decisions with AI

Trackunit has built IrisX, an operating data platform on Databricks, to help construction companies reduce equipment downtime by connecting fragmented data and applying AI for operational decisions. T…

01:15
2026-08-28
databricks.com
machine-learning

Fast, fault-tolerant PyTorch training on AI Runtime

Databricks' AI Runtime introduces APIs for fast, fault-tolerant PyTorch training, emphasizing that GPU failures are expected at scale and that data pipeline and checkpointing choices determine goodput…

15:00
2026-08-27
databricks.com
artificial-intelligence

Enhancing Agent Retrieval with Structured Chart Extraction

Databricks Inc. announced that structured chart extraction via its ai_parse_document function, combined with lightweight text retrieval, improves chart retrieval and agent answer accuracy, outperformi…

07:18
2026-08-27
databricks.com
artificial-intelligence

Object Storage + WAL: Lakebase Postgres for the agentic era

Databricks has launched Lakebase Postgres, a new database product that combines object storage with write-ahead logging (WAL) to support data applications and AI agents. The product is positioned as a…

00:00
2026-08-26
databricks.com
ai-policy

Leveraging Databricks to Support FISC Security Guidelines

Databricks Inc. published a FISC Customer Capabilities Mapping Matrix linking Japan's FISC Security Guidelines for banking and financial institutions to specific Databricks Data Intelligence Platform …

20:00
2026-08-25
databricks.com
artificial-intelligence

How Capital Markets Finance Protects Balance Sheet Returns

Databricks, a data and AI company, reported that its capital markets finance solutions help protect balance sheet returns by enabling financial institutions to manage data, analytics, and AI workloads…

17:01
2026-08-24
databricks.com
developer-tools

Run, debug, and scale Databricks workloads from your local IDE

Databricks Inc. announced updates to its IDE experience, enabling developers to connect VS Code, Cursor, or a terminal directly to Databricks compute via a new SSH tunnel, allowing them to run, debug,…

17:00
2026-08-24
databricks.com
artificial-intelligence

How Databricks Uses AI to Accelerate Incident Investigation

Databricks has built AI SRE, an AI-powered debugging agent that automatically investigates incidents across its 1500+ Kubernetes clusters, 70+ regions, and three clouds, correlating signals from platf…

16:00
2026-08-19
databricks.com
artificial-intelligence

Designing effective Genie Agents from a single prompt

Databricks introduced Genie One and Genie Code, which allow users to create domain-specific AI agents from a single prompt, leveraging context from Unity Catalog. The new capabilities reduce the need …

08:11
2026-08-18
databricks.com
artificial-intelligence

Evaluating AI Agents Live at the Grounded Reasoning Cup

Databricks hosted the inaugural Grounded Reasoning Cup, a live AI competition where 11 academic teams from the U.S. and Canada built AI agents to reason over enterprise document collections. Stanford …

19:42
2026-08-17
databricks.com
ai-agents

The prototyping tax is killing your AI roadmap

The prototyping tax—the gap between an AI idea and a working prototype—is killing more AI roadmaps than model limitations, according to Navdeep Alam and Zhe Sun, who argue that traditional R&D wasn't …

21:30
2026-08-14
databricks.com
artificial-intelligence

Using AI_Functions in Your Data Warehouse: Top Use Cases

Databricks introduced AI Functions in its Lakehouse platform, enabling users to run AI workloads directly in SQL queries without moving data to separate AI environments. The functions, including ai_pa…

19:35
2026-08-13
databricks.com
artificial-intelligence

What are AI Hallucinations?

AI hallucinations are fabricated or incorrect responses produced by AI models, and they are a built-in property of how these models work, not rare edge cases. High-profile incidents include Google's B…

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