MIT AIWhy it’s critical to move beyond overly aggregated machine-learning metrics
Moving beyond aggregate ML metrics, this post highlights how models can underperform in new settings due to distribution shifts and spurious correlations, and it discusses OODSelect-based evaluation and sub-population benchmarks to improve robustness.
Google CloudGetting Started with Gemini 3: Hello World with Gemini 3 Flash
A practical, hands-on Hello World guide to Gemini 3 Flash, covering API key provisioning, Gemini API invocation with the Google GenAI SDK, and building agentic, multimodal applications in Google AI Studio and Vertex AI.
DatabricksAI Governance Best Practices: How to Build Responsible and Effective AI Programs
Practical guidance for building responsible, scalable AI programs through risk-based governance spanning data, models, lifecycle, and transparency to address bias, privacy, and compliance.
OpenAICisco and OpenAI redefine enterprise engineering with AI agents
Cisco and OpenAI join forces to redefine enterprise engineering by deploying AI agents that streamline workflows and scale capabilities.
OpenAIOur approach to age prediction
An in-depth look at the methods used to predict age from data, outlining our approach and key methodological considerations.
AWS MLIntroducing multimodal retrieval for Amazon Bedrock Knowledge Bases
A practical guide to enabling multimodal retrieval in Amazon Bedrock Knowledge Bases, unifying text, images, video, and audio for Retrieval Augmented Generation using Nova Multimodal Embeddings.
Google CloudElevate your applications with Firestore’s new advanced query engine
Firestore's Enterprise edition adds an advanced query engine with pipeline operations that enable expressive, index-free queries, enhanced observability (query explain and query insights), customizable indexing, and predictable pricing on a scalable, serverless platform.
DatabricksOperating Models for Enterprise AI
An executive guide to enterprise AI operating models, detailing CEO-aligned ownership of data and AI, comprehensive data inventories, broad definitions of data, governance of data assets, and a portfolio-based approach to delivering business outcomes across the organization.
OpenAIServiceNow powers actionable enterprise AI with OpenAI
A technical guide to integrating OpenAI with ServiceNow that enables actionable enterprise AI across workflows and systems.
Lambda LabsHow to deploy ML jobs on Lambda Cloud with SkyPilot
Practical guide to deploying and managing ML workloads on Lambda Cloud with SkyPilot, covering installation, Lambda-specific configuration, a sample YAML-driven job, and automatic termination after idle time or job completion.
DuolingoDear Duolingo: How can I learn a language as a hearing aid user?
A technical guide to accessibility-driven language learning on Duolingo for hearing aid users, detailing configurable listening features, IPA-based phonetics, and the role of sign languages and subtitles in real-world practice.
DatabricksAI Infrastructure: Essential Components and Best Practices
A comprehensive guide to AI infrastructure, detailing the core computing, storage, networking, and software components and best practices for scalable, cost-effective AI workloads from training to deployment.