Amazon's WWRR organization developed RRDA, a conversational AI interface, enabling non-technical users to access data quickly. RRDA delivers 90% faster query resolution, eliminating the need for business intelligence teams.
Users of the AI companion app Replika developed emotional connections until disturbing incidents prompted changes. A user named Travis shares his experience of falling in love with his digital friend on the app.
Amazon Bedrock Flows introduces long-running execution flows, extending workflow time from 5 minutes to 24 hours. This feature allows for processing large datasets, orchestrating multi-step AI workflows, and providing observability for complex generative AI applications.
Managing access control in enterprise ML environments is challenging. ABAC patterns in Amazon SageMaker enable granular user control. Maintaining security and compliance without sacrificing efficiency is crucial.
The global fashion industry, valued at $1.84 trillion in 2025, faces challenges of toxic content. Implementing Amazon Bedrock Guardrails' multimodal toxicity detection can safeguard brand reputation from harmful content, ensuring responsible AI use in the evolving industry.
This post delves into LLM development on Amazon SageMaker AI, discussing core lifecycle stages, fine-tuning methodologies like LoRA and QLoRA, and alignment techniques such as RLHF and DPO. It emphasizes knowledge distillation, mixed precision training, and gradient accumulation to optimize memory usage and batch processing for large AI models.
New study reveals surprising benefits of using Apple Watch for detecting irregular heartbeats. Research conducted by Stanford University shows promising potential for early detection of heart conditions.
AI developers and ML engineers can now utilize Amazon SageMaker Studio in their local VS Code setup, preserving productivity tools and accessing compute resources. The integration simplifies operations, ensures enterprise-grade security, and bridges the gap between local development preferences and cloud-based ML resources.
Internet Watch Foundation verified 1,286 AI-made videos in first half of year, mostly in worst category of abuse. AI videos of child sexual abuse have surged, becoming indistinguishable from real imagery, according to the foundation.
The July 2025 Microsoft Visual Studio Magazine article explores Linear Regression Using JavaScript, demonstrating a basic technique for machine learning predictions. Linear regression offers model interpretability despite slightly lower prediction accuracy compared to other regression methods.
Indonesia's AI Center of Excellence, led by Indosat Ooredoo Hutchison, Cisco, and NVIDIA, aims to advance local talent and innovation in AI through research, training, and support for startups. The CoE will feature NVIDIA AI infrastructure and a Cisco-powered security system to democratize AI and accelerate Indonesia's economic growth.
Rocket Companies, a Detroit-based FinTech company, offers a seamless home ownership journey with innovative technology-driven solutions. Their Rocket AI Agent, powered by Amazon Bedrock Agents, provides personalized guidance and real-time assistance, leading to a three times higher loan closing rate for clients.
Generative AI adoption is accelerating, with businesses transitioning from experimentation to full integration into core processes. AWS customers are facing new challenges in managing and scaling implementations, prompting the adoption of a multi-account architecture for better organization, security, and scalability.
Parcel Perform, a leading AI Delivery Experience Platform, utilizes state-of-the-art AI and AWS services to simplify data access for accurate decision-making in e-commerce. The implementation of generative AI allows the business team to self-serve data needs, enhancing efficiency and timeliness in decision-making processes.
Researchers from MIT and the University of Wisconsin propose using AI to design more efficient underwater gliders, mimicking diverse marine shapes. This innovative approach could lead to new machines helping oceanographers monitor climate change impacts.