Simon Willison sighted a California Brown Pelican diving into the water behind the venue at the Microsoft Build conference at Fort Mason, San Francisco.

Deep Agents' RubricMiddleware adds a self-evaluation loop to your agent runs. Set a rubric, configure a grader, and get reliable outputs on tasks where correctness matters.

This post explores balancing domain performance with general capabilities when fine-tuning models on Amazon Nova Forge. It covers data mixing, learning rate selection, checkpoint choices, and common mistakes to avoid expensive training failures.

This post walks through implementing object detection with Amazon Nova 2 Lite using Amazon Bedrock, AWS Lambda, and API Gateway. Learn to craft prompts, process JSON output, and visualize results. Covers real-world applications in manufacturing, agriculture, and logistics.

Agentic BI embeds autonomous AI agents into the analytics workflow to automate data preparation, query execution, and insight delivery, replacing the static dashboard model that leaves over 40% of organizations dissatisfied. A governed semantic layer is foundational for trust. BI teams and business users can adopt agentic BI incrementally, starting with a single business unit pilot.