Choosing Between PCA and t-SNE for Visualization
For data scientists, working with high-dimensional data is part of daily life.
Mapping the Design Space of User Experience for Computer Use Agents
Large language model (LLM)-based computer use agents execute user commands by interacting with available UI elements, but little is known about how users want to interact with these agents or what design factors matter for their user experience (UX). We conducted a two-phase study to map the UX design space for computer use agents. In …
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Introducing PFCS Forward
Introducing PFCS Forward: Extending IL5/IL6 Authorization from Cloud to Edge Integrated systems that solve meaningful problems for commanders and their warfighting requirements are essential, according to Lieutenant General Paul T. Stanton, Director of DISA and Commander of DoD Cyber Defense Command, at DISA’s Forecast to Industry 2025 (December 8, 2025) Hardware-Agnostic Accreditation Brings IL5 and IL6 Authorization …
Automating RDS Postgres to Aurora Postgres Migration
Ram Srivasta Kannan, Wale Akintayo, Jay Bharadwaj, John Crimmins, Shengwei Wang, Zhitao Zhu Introduction In 2024, the Online Data Stores team at Netflix conducted a comprehensive review of the relational database technologies used across the company. This evaluation examined functionality, performance, and total cost of ownership across our database ecosystem. Based on this analysis, we decided …
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AI meets HR: Transforming talent acquisition with Amazon Bedrock
Organizations face significant challenges in making their recruitment processes more efficient while maintaining fair hiring practices. By using AI to transform their recruitment and talent acquisition processes, organizations can overcome these challenges. AWS offers a suite of AI services that can be used to significantly enhance the efficiency, effectiveness, and fairness of hiring practices. With …
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The Asus Zenbook S 16 Is $500 Off and Has Never Been This Cheap
The Asus Zenbook S 16 was a favorite of ours last year, but the price was always too high. Now it has dropped to $1,000, and it’s a total steal.
DC Ancient Futurism Style 1
https://civitai.com/models/2384168?modelVersionId=2681004 Trained with AI-Toolkit Using Runpod for 7000 steps Rank 32 (All standard flux klein 9B base settings) Tagged with detailed captions consisting of 100-150 words with GPT4o (224 Images Total) All the Images posted here have embedded workflows, Just right click the image you want, Open in new tab, In the address bar at …
The Machine Learning Practitioner’s Guide to Speculative Decoding
Large language models generate text one token at a time.
NVIDIA Nemotron 3 Nano 30B MoE model is now available in Amazon SageMaker JumpStart
Today we’re excited to announce that the NVIDIA Nemotron 3 Nano 30B model with 3B active parameters is now generally available in the Amazon SageMaker JumpStart model catalog. You can accelerate innovation and deliver tangible business value with Nemotron 3 Nano on Amazon Web Services (AWS) without having to manage model deployment complexities. You can …
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Build financial resilience with AI-powered tabletop exercises on Google Cloud
In the financial sector, resilience isn’t optional. Recent cloud outages have shown us exactly how fast critical data can disappear. The risk is amplified by major regulatory drivers like the Digital Operational Resilience Act (DORA), which mandates that financial institutions are ready for any disruption. The recent designation of Google Cloud as a Critical Third-Party …
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