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Shells Review – Best Personal Cloud Computer

The Crazy Programmer

Virtual desktops are preinstalled copies of operating systems on the cloud. It helps in isolating the desktop environment from the existing system that is accessible on any device. All of the high-end processing tasks and heavy lifting operating system work is carried out on the cloud and not the existing system.

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Build a video insights and summarization engine using generative AI with Amazon Bedrock

AWS Machine Learning - AI

Professionals in a wide variety of industries have adopted digital video conferencing tools as part of their regular meetings with suppliers, colleagues, and customers. This post provides guidance on how you can create a video insights and summarization engine using AWS AI/ML services.

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How DPG Media uses Amazon Bedrock and Amazon Transcribe to enhance video metadata with AI-powered pipelines

AWS Machine Learning - AI

With a growing library of long-form video content, DPG Media recognizes the importance of efficiently managing and enhancing video metadata such as actor information, genre, summary of episodes, the mood of the video, and more. The project focused solely on audio processing due to its cost-efficiency and faster processing time.

Media 115
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Simple sabotage for software

Erik Bernhardsson

Technology When joining, require a 6-18 months rewrite of core systems. Split systems along arbitrary boundaries: maximize the number of systems involved in any feature. Leverage any production issue as a reason to “pull the brakes” Introduce very complex processes for code change and common workflows.

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Human firewalls: The first line of defense against cyber threats in 2025

CIO

While a firewall is simply hardware or software that identifies and blocks malicious traffic based on rules, a human firewall is a more versatile, real-time, and intelligent version that learns, identifies, and responds to security threats in a trained manner. In the past few months, infostealer malware has gained ground.

Firewall 148
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Enhance speech synthesis and video generation models with RLHF using audio and video segmentation in Amazon SageMaker

AWS Machine Learning - AI

Audio and video segmentation provides a structured way to gather this detailed feedback, allowing models to learn through reinforcement learning from human feedback (RLHF) and supervised fine-tuning (SFT). The path to creating effective AI models for audio and video generation presents several distinct challenges.

Video 94
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QuickVid uses AI to generate short-form videos, complete with voiceovers

TechCrunch

Generative AI is coming for videos. A new website, QuickVid , combines several generative AI systems into a single tool for automatically creating short-form YouTube, Instagram, TikTok and Snapchat videos. Going after video. First, a user enters a prompt describing the subject matter of the video they want to create.

Video 248