engblogs

Agent Bricks Supervisor Agent is GA, delivering a Unity Catalog–governed orchestration layer that dynamically coordinates enterprise agents and tools through a supervisor pattern for secure, compliant, and scalable AI across data, tools, and knowledge workflows.

Databricks at NeurIPS 2025 highlights FreshStack benchmarks for evaluating retrieval on technical documents, studies LLM retrieval scaling with pretraining FLOPs, and the OfficeQA benchmark, alongside talks, posters, and hiring opportunities.

BentoML joins Modular to deliver a unified, end-to-end AI workflow that makes production-grade inference fast, portable, and hardware-optimized across accelerators with a simpler deployment stack.

Technical analysis of how Japanese loanwords (gairaigo) can diverge from their original meanings, with six real-world examples and implications for NLP tools and language-learning apps.

An in-depth, technical analysis of threats to the defense industrial base, covering state-sponsored espionage, hacktivism, targeted recruitment and credential theft, edge-device exploits, and supply-chain disruption, with guidance on detection and proactive defense.

AI-powered optical tracking (OOFSkate) and pose estimation are used to analyze jumps, optimize performance toward quintuple ambitions, and probe whether AI can evaluate the aesthetics of Olympic figure skating.

Announces Databricks' new Partner Tiering and Well-Architected Framework for ISVs and Data Providers, detailing three co-built architectures (Connected Products, Delta Sharing, Built-Ons), AI-ready guidance, and a holistic path to maximize customer impact and $DBU across partnerships.

Gemini Deep Think accelerates mathematical and scientific discovery by integrating agentic reasoning with the Aletheia math research agent, enabling iterative, literature-grounded problem solving and verifiable proofs across mathematics, physics, and computer science in a cross-disciplinary collaboration.

A technical exploration of Apache Spark Structured Streaming Real-Time Mode and transformWithState enabling sub-second, end-to-end ad attribution pipelines within a unified Spark-based stack.

A technical overview of integrating ChatGPT into GenAI.mil, focusing on architecture, security, governance, and deployment strategies.

This post details a two-phase AI pipeline that digitizes grocery flyers into interactive, shoppable experiences on Instacart by merging custom image segmentation (SAM-based) with OCR and LLM-powered product identification, enabling fast, scalable flyer digitization.

An open-source chatbot reference implementation that uses Automated Reasoning checks to iteratively rewrite answers, verify correctness with mathematical proofs, and surface auditable explanations through a Guardrails-enabled pipeline.