Introducing OfficeQA Pro V2: A New Benchmark for Enterprise Grounded-Reasoning
Today, we are releasing OfficeQA Pro V2, a new benchmark designed to evaluate whether...
Cloud & Big Tech 398 stories
Kimi K3 from Moonshot AI is now available on Databricks through Unity AI Gateway
A year ago, the best open-weight models trailed their proprietary counterparts by...
Microsoft named a Leader in the 2026 Gartner® Magic Quadrant™ for AI-Augmented Code Modernization Tools
GitHub Copilot and Azure are helping organizations modernize legacy applications, reduce technical debt, and prepare for AI innovation. The post Microsoft named a Leader in the…
BigQuery to Databricks: A Strategic Framework for Modern Migration
Migration as a strategic evolutionBigQuery is often the standard for starting fast, but for many enterprises...
DeepAmbigQA: Ambiguous Multi-hop Questions for Benchmarking LLM Answer Completeness
Large language models (LLMs) with integrated search tools show strong promise in open-domain question answering (QA), yet they often struggle to produce complete answer set to…
Locking Pretrained Weights via Deep Low-Rank Residual Distillation
The quality of open-weight language models has dramatically improved in recent years. Sharing weights greatly facilitates model adoption by enabling their use across diverse hardware and…
How LendingTree built a multi-agent mortgage assistant on Amazon Bedrock
Learn how LendingTree built a production multi-agent mortgage assistant on Amazon Bedrock. Three coordinated agents use LangGraph, the Model Context Protocol, and Amazon Nova models with…
How Mobileye transformed support operations using Amazon Bedrock AgentCore
In this post, we'll explore how Mobileye deployed an AI support agentic solution on Amazon Bedrock AgentCore - from the support bottleneck that sparked the idea,…
How we built an MCP bridge to give our AgentCore-hosted AI agent access to local MCP tools
AI agents on Amazon Bedrock AgentCore run in the cloud, but users' tools and files live on their laptops. Learn how to build a secure MCP…
Run production AI agents in n8n with Amazon Bedrock AgentCore harness
Amazon Bedrock AgentCore harness is now generally available. Learn how to add it as an agent step in n8n workflows using a new open-source community node,…
34 Amazon Research Awards Build on Trainium recipients announced
Amazon announces 34 recipients of the Build on Trainium program, a $110 million credit initiative supporting AI research at 30 universities including Stanford, UC Berkeley, UIUC,…
Taming Outlier Tokens in Diffusion Transformers
We study outlier tokens in Diffusion Transformers (DiTs) for image generation. Prior work has shown that Vision Transformers (ViTs) can produce a small number of high-norm…
Introducing Web Search on Amazon Bedrock for foundation model grounding
Today, we are introducing the general availability of Web Search on Amazon Bedrock. It is a server-side built-in tool that grounds model responses in current web…
Unity AI Gateway is Generally Available
The last six months have seen a rapid rise in AI-powered productivity and a proliferation...
Automated web insight extraction with Amazon Bedrock AgentCore
Extracting insights from dozens of websites by hand quickly becomes overwhelming. This post shows how to build an automated web insight extraction solution with Amazon Bedrock…
Granular Usage Attribution for dbt Pipelines with Query Tags – Cloned
Your dbt project runs 80 models every night. The warehouse bill doubled last quarter....
Databricks joins the Open Secure AI Alliance to advance AI safety and security
Databricks is a sponsor at Black Hat USA 2026 this week. Find us at Booths #5106...
From weeks to minutes: How Formula 1® uses agentic AI on AWS to accelerate data operations
Formula 1® partnered with AWS to build the Data Accelerator, using agentic AI on Amazon Bedrock AgentCore to transform its MarTech data platform. Learn how F1…
Automated Reasoning policy refinement in Amazon Bedrock
Amazon Bedrock now supports automatic Automated Reasoning policy refinement. The refinement engine diagnoses failing tests and proposes formal-logic fixes for rule issues and language issues, and…
The New Monday Morning Report: How Generative AI can deliver the insights your executives need.
A VP of Sales at a major CPG has three decks open before her first coffee. One from...
Ingest semi-structured data faster and more efficiently with Variant – Now Generally Available
For years, ingesting semi-structured data like JSON, XML, or CSV meant a difficult...
Databricks Completes Acquisition of Panther: Accelerating the Security Lakehouse Era
Today, we are thrilled to announce that Databricks has officially completed the acquisition...
Understanding Alignment in Multimodal LLMs: A Comprehensive Study
Preference alignment has become a crucial component in enhancing the performance of Large Language Models (LLMs), yet its impact in Multimodal Large Language Models (MLLMs) remains…
Backstage with Lakebase, part 3
In the first part of this series, running Backstage on Databricks Lakebase gave us...