Learn your farm animals with AI!
Learn your farm animals with AI! …
OpenAI Is Asking Contractors to Upload Work From Past Jobs to Evaluate the Performance of AI Agents
OpenAI is asking third-party contractors to upload real assignments and tasks from their current or previous workplaces so that it can use the data to evaluate the performance of its next-generation AI models, according to records from OpenAI and the training data company Handshake AI obtained by WIRED. The project appears to be part of…
Crossmodal search with Amazon Nova Multimodal Embeddings
Amazon Nova Multimodal Embeddings processes text, documents, images, video, and audio through a single model architecture. Available through Amazon Bedrock, the model converts different input modalities into numerical embeddings within the same vector space, supporting direct similarity calculations regardless of content type. We developed this unified model to reduce the need for separate embedding models,…
Metasploit Wrap Up
RISC-V Payloads This week brings more RISC-V payloads from community member bcoles. One provides a new adapter which allows RISC-V payloads to be converted to commands and delivered as a Metasploit fetch-payload. The second is a classic bind shell, offering the user interactive connectivity to the target host. Both of these go a long way in…
Architecting TrueLook’s AI-powered construction safety system on Amazon SageMaker AI
This post is co-written by TrueLook and AWS. TrueLook is a construction camera and jobsite intelligence company that provides real-time visibility into construction projects. Its platform combines high-resolution time-lapse cameras, live video streaming, and AI-powered insights to help teams monitor progress, improve accountability, and reduce risk across the entire project lifecycle. TrueLook used Amazon SageMaker…
Accelerating LLM inference with post-training weight and activation using AWQ and GPTQ on Amazon SageMaker AI
Foundation models (FMs) and large language models (LLMs) have been rapidly scaling, often doubling in parameter count within months, leading to significant improvements in language understanding and generative capabilities. This rapid growth comes with steep costs: inference now requires enormous memory capacity, high-performance GPUs, and substantial energy consumption. This trend is evident in the open…
State-Based Efforts Will Provide Limited Relief from Enhanced Tax Credit Expiration
After failed Senate votes late last year and no subsequent bipartisan agreement, the enhanced premium tax credits expired as of January 1. Some states, particularly those operating State-Based Marketplaces (SBMs), have been preparing for this possibility for months and are moving to blunt the impact on consumers by implementing their own state-funded subsidies and implementing other programs aimed at stabilizing the cost of unsubsidized premiums. State-Specific Subsidies SBMs have…
Sentiment Analysis with Text and Audio Using AWS Generative AI Services: Approaches, Challenges, and Solutions
This post is co-written by Instituto de Ciência e Tecnologia Itaú (ICTi) and AWS. Sentiment analysis has grown increasingly important in modern enterprises, providing insights into customer opinions, satisfaction levels, and potential frustrations. As interactions occur largely through text (such as social media, chat applications, and ecommerce reviews) or voice (such as call centers and…
How Beekeeper optimized user personalization with Amazon Bedrock
This post is cowritten by Mike Koźmiński from Beekeeper. Large Language Models (LLMs) are evolving rapidly, making it difficult for organizations to select the best model for each specific use case, optimize prompts for quality and cost, adapt to changing model capabilities, and personalize responses for different users. Choosing the “right” LLM and prompt isn’t…
Exploring the New Security Risks of Interconnected IoT at CES 2026
Attending CES over the last several years has provided me with a valuable opportunity to observe how rapidly IoT technology continues to evolve across consumer and enterprise domains. This was my fourth year attending CES and I have seen a continued growth and advancement across multiple technology categories, from mobile devices and wearables, to AI-driven…
X Didn’t Fix Grok’s ‘Undressing’ Problem. It Just Makes People Pay for It
After creating thousands of “undressing” pictures of women and sexualized imagery of apparent minors, Elon Musk’s X has apparently limited who can generate images with Grok. However, despite the changes, the chatbot is still being used to create “undressing” sexualized images on the platform. On Friday morning, the Grok account on X started responding to…
