engblogs

A technical guide on using a Composable CDP on Databricks to personalize patient engagement, govern PHI under HIPAA, and orchestrate data-driven journeys across channels to improve health outcomes.

An in-depth comparison of real-time voice assistants using Amazon Nova Sonic versus cascading architectures, highlighting end-to-end speech-to-speech processing, latency considerations, integration challenges, and architectural trade-offs.

Iberdrola deploys production-ready AI agents with Amazon Bedrock AgentCore to orchestrate ServiceNow-driven IT operations, enabling scalable, secure, and observable change and incident workflows via a serverless architecture.

Automates operational readiness testing for new Amazon fulfillment centers with AI-powered image recognition via Amazon Nova Pro on Amazon Bedrock, delivering real-time UIN detection and standardized BOM-based descriptions in a serverless pipeline that reduces verification time and improves accuracy.

Gemini Enterprise Agent Ready (GEAR) enables developers to build and deploy enterprise-grade AI agents at scale through structured learning paths, hands-on labs, and credentials and certifications within Google Cloud, Google Skills, and the Google Developer Program.

A concise technical overview of Google Distributed Cloud's air-gapped networking features, including Cloud NAT egress, direct pod communication across standard clusters, enhanced HTTP/HTTPS health checks on load balancers, and IPAM-driven subnet groups to simplify scalable networking in secure environments.

Explores Parallel Track Transformers and Sync-Point Drop to accelerate large-language-model GPU inference by restructuring computation to minimize cross-device synchronization, delivering up to 16x fewer synchronization operations and up to 31.9% throughput gains with latency improvements in serving stacks.

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.