engblogs

summaries of the latest blog articles from your favorite tech companies.
AWS MLAWS ML

Structured outputs on Amazon Bedrock: Schema-compliant AI responses

Structured outputs on Amazon Bedrock enable constrained decoding to produce schema-compliant JSON responses, enabling zero-validation data pipelines, reliable agentic workflows, and production-ready AI applications.

2/6/2026
AWS MLAWS ML

Manage Amazon SageMaker HyperPod clusters using the HyperPod CLI and SDK

An end-to-end guide to provisioning, configuring, and managing Amazon SageMaker HyperPod clusters with the HyperPod CLI and SDK, covering lifecycle automation, CRD-based workloads, and observability.

2/6/2026
DatabricksDatabricks

Databricks Named a Leader in the IDC MarketScape: Worldwide Unified AI Governance Platforms 2025-2026 Vendor Assessment

Databricks earns Leader status in the IDC MarketScape for Worldwide Unified AI Governance Platforms 2025-2026, highlighting Unity Catalog, Agent Bricks, and open architecture to govern data, models, and autonomous agents across clouds.

2/6/2026
OpenAIOpenAI

Making AI work for everyone, everywhere: our approach to localization

A technical exploration of scalability in AI localization to deliver accessible, multilingual experiences for users everywhere.

2/6/2026
MIT AIMIT AI

“This is science!” – MIT president talks about the importance of America’s research enterprise on GBH’s Boston Public Radio

How funding pressures and strategic leadership at MIT shape the trajectory of science and research—from diabetes breakthroughs to AI-enabled diagnostics and the broader trajectory of America's research enterprise.

2/6/2026
Google CloudGoogle Cloud

How we cut Vertex AI latency by 35% with GKE Inference Gateway

How Vertex AI slashes latency by 35% with GKE Inference Gateway, using load- and content-aware routing, prefix-cache optimization, and admission-controlled queueing to handle context-heavy and bursty workloads at production scale.

2/6/2026
OpenAIOpenAI

Korea privacy policy

A concise technical overview of South Korea's privacy policy landscape, outlining key regulations, data protection requirements, and implications for compliance in digital services.

2/6/2026
Google CloudGoogle Cloud

Starfish Space uses Google Cloud to accelerate satellite servicing in orbit

Starfish Space leverages Google Cloud with Compute Engine and GKE to run millions of Monte Carlo simulations for an autonomous, software-first satellite servicing vehicle, accelerating development and orbital validation.

2/6/2026
Google CloudGoogle Cloud

Delivering a secure, open, and sovereign digital world

An in-depth look at building a secure, open, and sovereign digital world with Google Cloud's Sovereign Cloud portfolio—emphasizing data residency, air-gapped/dedicated deployments, open source, and rigorous regulatory controls.

2/6/2026
AWS MLAWS ML

Evaluate generative AI models with an Amazon Nova rubric-based LLM judge on Amazon SageMaker AI (Part 2)

Assess generative AI with a dynamic, rubric-based Amazon Nova LLM judge on SageMaker AI, auto-generating task-specific rubrics, calculating per-criterion scores, and delivering calibrated model comparisons across outputs (Part 2).

2/6/2026
MIT AIMIT AI

Helping AI agents search to get the best results out of large language models

EnCompass enables AI agents powered by LLMs to backtrack, clone runtimes, and explore multiple execution paths through configurable search strategies to maximize task outcomes.

2/5/2026
Google CloudGoogle Cloud

Ship Production Ready AI and Survive the Multimodal Frontier This February

Roadmap to Production Ready AI and Real-Time Multimodal Agents, drawn from Google Cloud's two-day roadshow covering enterprise-grade security, scalable architecture, and Graph RAG-powered memory across sessions.

2/5/2026