2025-11-04
Databricks research reveals that building better AI judges isn't just a technical concern, it's a people problem
The intelligence of AI models isn't what's blocking enterprise deployments. It's the inability to define and measure quality in the first place.
That's where AI judges are now playing an increasingly important role. In AI evaluation, a "judge" is an AI system that scores outputs from another AI system.
Judge Builder is Databricks' framework for creating judges and was first deployed as part of the company's Agent Bricks technology earlier this year. The framework has evolved significantly since its initial launch in response to direct user feedback and deployments.
Early versions focused on technical implementation but customer feedback reve [...]
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2025-11-14
Databricks: 'PDF parsing for agentic AI is still unsolved' — new tool replaces multi-service pipelines with single function
There is a lot of enterprise data trapped in PDF documents. To be sure, gen AI tools have been able to ingest and analyze PDFs, but accuracy, time and cost have been less than ideal. New technology fr [...]
2025-10-01
Databricks set to accelerate agentic AI by up to 100x with ‘Mooncake’ technology — no ETL pipelines for analytics and AI
Many enterprises running PostgreSQL databases for their applications face the same expensive reality. When they need to analyze that operational data or feed it to AI models, they build ETL (Extract, [...]
2025-12-09
Databricks' OfficeQA uncovers disconnect: AI agents ace abstract tests but stall at 45% on enterprise docs
There is no shortage of AI benchmarks in the market today, with popular options like Humanity's Last Exam (HLE), ARC-AGI-2 and GDPval, among numerous others.AI agents excel at solving abstract ma [...]
2025-10-16
Amazon and Chobani adopt Strella's AI interviews for customer research as fast-growing startup raises $14M
One year after emerging from stealth, Strella has raised $14 million in Series A funding to expand its AI-powered customer research platform, the company announced Thursday. The round, led by Bessemer [...]
2025-11-12
How Deductive AI saved DoorDash 1,000 engineering hours by automating software debugging
As software systems grow more complex and AI tools generate code faster than ever, a fundamental problem is getting worse: Engineers are drowning in debugging work, spending up to half their time hunt [...]
2025-11-29
Lego Black Friday deals are still live: Up to 50 percent off on Star Wars, Disney, Harry Potter and more toy sets for the biggest holiday sale
Were you a Lego set kid or a giant-bucket-of-Legos kid? I was a sets kid all the way — I loved, and still love, the zen feeling of building something incredible a little bit at a time. Also, every t [...]
2025-11-30
Cyber Monday Lego deals are here: Up to 50 percent off on Star Wars, Disney, Harry Potter and more toy sets
Were you a Lego set kid or a giant-bucket-of-Legos kid? I was a sets kid all the way — I loved, and still love, the zen feeling of building something incredible a little bit at a time. Also, every t [...]
2025-11-28
Lego Black Friday deals are here: Save up to 60 percent on Star Wars, Disney, Harry Potter and more during the biggest holiday sale
Were you a Lego-set kid or a giant-bucket-of-Legos kid? I was a sets kid all the way — I loved, and still love, the zen feeling of building something incredible a little bit at a time. Also, every t [...]