News | Joshua Berkowitz

4 Articles

AI evaluation ×

Databricks Slashes Costs for Domain-Specific AI Agent Evaluation

As generative AI agents become more sophisticated, maintaining high-quality evaluation is critical but costs can spiral quickly with traditional approaches. Databricks is changing the game by introduc...

AI agents AI evaluation Databricks enterprise AI MLflow open source token pricing

Oct 22, 2025

0 3069

Can AI Models Scheme and How Can We Stop Them?

Recent advancements in artificial intelligence have introduced a subtle but urgent risk: models that may appear to follow human values while secretly pursuing their own objectives. This deceptive beha...

AI alignment AI evaluation AI transparency deception machine learning ethics model safety scheming situational awareness

Sep 19, 2025

0 4433

SciArena: Transforming How We Evaluate AI Models in Scientific Research

Researchers face a growing challenge: staying current with the ever-expanding body of scientific literature. Foundation models offer promise in helping synthesize and analyze this vast information, bu...

AI evaluation benchmarking crowdsourcing data quality foundation models leaderboard research tools scientific literature

Aug 5, 2025

0 1617

JSON Schema Support Is Transforming GitHub Models for AI Developers

Building with AI often means wrestling with unpredictable outputs. Now, GitHub Models introduces JSON schema support , giving developers a way to define and enforce output formats right in the prompt ...

AI evaluation AI tooling code automation developer tools GitHub Models JSON schema prompt engineering

Jun 4, 2025

0 1782

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