AWS MLArchitecting TrueLook’s AI-powered construction safety system on Amazon SageMaker AI
Three-stage, domain-adaptive YOLOv11 PPE detection trained on TrueLook data, deployed on SageMaker AI via automated Pipelines and Model Registry to deliver real-time construction-site safety monitoring with governance and continuous improvement.
AWS MLSentiment Analysis with Text and Audio Using AWS Generative AI Services: Approaches, Challenges, and Solutions
Explores end-to-end sentiment analysis for text and audio using AWS Generative AI services, detailing architectures, experiments, challenges, and future directions.
AWS MLHow Beekeeper optimized user personalization with Amazon Bedrock
Beekeeper builds a Bedrock-powered, feedback-driven leaderboard to optimize LLM prompts and personalization for frontline workers, enabling dynamic model/prompt selection and tenant-specific customization.
OpenAIDatadog uses Codex for system-level code review
Datadog leverages Codex to perform system-level code reviews, illustrating how AI-assisted analysis enhances code quality and reliability across complex, distributed systems.
MIT AI3 Questions: How AI could optimize the power grid
AI-driven optimization of the power grid enables real-time balancing of supply and demand, better integration of renewables, and smarter planning to improve efficiency, resilience, and decarbonization.
Lambda LabsJAX on NVIDIA GPUs Part 2: A practical guide for ML engineers
Scaling JAX-powered LLM training from a single GPU to multi-node NVIDIA Blackwell clusters, with controlled experiments, learning-rate scaling, and practical patterns for ML engineers.
OpenAINetomi’s lessons for scaling agentic systems into the enterprise
A concise technical guide on how to scale agentic systems within enterprise environments, drawing on Netomi’s practical lessons.
MIT AIDecoding the Arctic to predict winter weather
A technical synthesis of Arctic diagnostics and AI-powered subseasonal forecasting that extends winter-weather predictions beyond ENSO, highlighting Siberian snow cover, polar-vortex dynamics, and Barents-Kara Sea conditions.
OpenAIOpenAI for Healthcare
A technical overview of applying OpenAI in healthcare, focusing on model integration, data governance, and safe, AI-assisted clinical workflows.
AWS MLScaling medical content review at Flo Health using Amazon Bedrock (Part 1)
A PoC for AI-assisted, scalable medical content verification at Flo Health using MACROS on Amazon Bedrock to streamline content review and revision against up-to-date medical guidelines.
Google CloudA smart investment: FINRA builds a culture of improvement with DORA
FINRA leverages Google Cloud's DORA program to operationalize data-driven DevOps at scale, driving enterprise-wide modernization and faster production updates through a culture of continuous improvement and data-first decision making.
AWS MLSpeed meets scale: Load testing SageMakerAI endpoints with Observe.AI’s testing tool
Demonstrates how OLAF, integrated with Locust, load-tests SageMaker inference endpoints to reveal latency and throughput bottlenecks and enable scalable, cost-aware ML deployments with Observe.AI’s testing tool.