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Flask Application Deployment using AWS ECS and AWS DynamoDB with Terraform

Deploying a Flask application using AWS ECS and DynamoDB is simplified and scalable.
The application includes APIs for saving user data and retrieving hello messages.
Requirements include Docker, Terraform, Python 3.8+, Flask 2.0+, SQLite3, AWS account, DynamoDB.
Deployment architecture involves AWS ECS, DynamoDB, S3, CloudWatch, and GitHub Actions.
Local scripts, Terraform code, and provider configuration are used for deployment.
To run and test locally: install dependencies, run the application, and test APIs using curl or Postman.
Deployment into AWS ECS involves setting up CI/CD with GitHub Actions and Terraform.
Terraform files define AWS provider, variables, ECS configurations, and outputs.
Deployment steps include initializing Terraform, planning, applying the configuration, and verifying deployment.
The application includes APIs for saving user data and retrieving hello messages.

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Tech Radar

22h

138

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Hollywood studios can't make money from AI-powered fake movie trailers on YouTube anymore

YouTube has demonetized two channels, Screen Culture and KH Studio, that were sharing AI-generated fake trailers.
Hollywood studios secretly claimed ad revenue from the misleading trailers, but YouTube's crackdown means no more revenue for them.
The removal of these channels comes amidst new contracts and laws limiting unauthorized use of AI replicas in the entertainment industry.
YouTube aims to discourage the monetization of AI-enabled fake trailers and prevent misleading content creation on its platform.

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AWS Blogs

217

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Amazon API Gateway now supports dual-stack (IPv4 and IPv6) endpoints

Amazon API Gateway now supports dual-stack (IPv4 and IPv6) endpoints.
Today, Amazon has launched IPv6 support for Amazon API Gateway across all endpoint types, custom domains, and management APIs.
This dual-stack approach helps organizations maintain future network compatibility and expand global reach.
API Gateway dual-stack support helps manage IPv4 address scarcity, comply with mandates, and prepare for the future of networking.

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Medium

108

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Amazon S3 Explained for Beginners — The Ultimate Storage Analogy!

Amazon S3 (Simple Storage Service) is like a magical storage closet that offers infinite cloud storage for websites, apps, backups, and more.
Key features of Amazon S3 are Cross-Origin Resource Sharing (CORS), Access Points, Request Metrics, EventBridge & CloudWatch, Replication Rules, Inventory Configuration, Server Access Logging, Static Website Hosting, EventBridge Notifications, and Client-Side Encryption.
Analogies for understanding these features include house rules for closet access, a smart assistant tracking usage, auto-organizing seasonal clothes, security cameras and display area, hidden safe for valuables, having a backup wardrobe, and organizing files and managing permissions.
Mastering Amazon S3 is the first step into the world of cloud storage for beginners.

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Digitaltrends

259

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Chrome code confirms Gemini is coming to simplify your browsing

Google's plans to add Gemini to Chrome's sidebar are now more concrete.
Gemini can be resized and detached from Chrome, turning it into a standalone sidebar.
It is unclear whether the translucent widgets will be within or outside Chrome's bounds.
The release date for all Chrome users is not known yet.

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Tech Radar

236

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TikTok ban looms again – what's next for the social media platform, and do we still care?

TikTok faced a brief ban in the US in January but was saved by a Presidential executive order delaying the ban deadline.
No US company has acquired any portion of ByteDance's TikTok despite multiple suitors.
ByteDance has not commented directly on the potential sale to a US firm.
TikTok has highlighted its positive impact on US businesses and culture through ads and infomercials.
The fate of TikTok in the US remains uncertain as negotiations for a sale continue.
Potential buyers for TikTok include Mr. Beast, Perplexity AI, Oracle, and a consortium including Kevin O'Leary.
Speculation points to Oracle as a leading buyer due to its management of TikTok's US data.
Several US senators are urging the White House to extend the ban postponement to October.
If a deal is not reached, TikTok could face a fresh ban, affecting all ByteDance US apps.
With time running out, the future of TikTok in the US remains uncertain as sale negotiations continue.

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Tech Radar

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Google Hotels now lets you track prices, and I can't wait to use it for my next trip

Google now allows users to track hotel prices and set alerts on Google Maps.
Users can track hotel prices and set alerts similar to Google Flights.
Google Maps now supports screenshot support to provide a list of recommended places to visit.
The hotel price tracking feature is globally available on desktop and mobile.

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Digitaltrends

315

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What is a VPN good for?

VPN services are utilized for accessing geo-blocked content, enabling users to watch their favorite shows and access certain websites regardless of location.
However, some websites have started blocking IPs associated with VPNs, but certain VPN providers offer solutions like double-hops and obfuscated servers to bypass these restrictions.
VPNs enhance online security by encrypting traffic between the user's device and VPN server, making data difficult to intercept.
While VPNs provide security, they cannot fully protect users from clicking on malicious links, visiting phishing sites, or security threats on public Wi-Fi networks.
Privacy protection is a significant feature of VPNs as they prevent internet activity from being monitored, but the quality and policies of the VPN provider are crucial.
Selecting a VPN with a strict no-logs policy and based in countries with strong privacy laws enhances user privacy and security.
DNS and IP leaks can compromise the anonymity offered by VPNs, so testing for leaks using tools like IPLeak.net is recommended.
It is advisable to reach out to VPN providers for assistance in fixing any DNS and IP leaks to mitigate potential privacy risks.

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Tech Radar

263

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Is AI like ChatGPT, Grok, and Gemini ruining social media? Because it sure feels like it

AI-generated content is flooding social media platforms with synthetic images and videos, leading to a chaotic online environment.
There are four main categories of AI-generated content: functional AI slop, clickbait slop, the 'look what I made!' post, and genuinely good AI campaigns.
The volume of AI content being produced by individuals, brands, and businesses is overwhelming, creating a mix of low-quality and high-quality content.
AI tools are often used for the sake of using them, without a clear purpose or message, contributing to the oversaturation of synthetic content online.
The relentless push for AI integration in various products and services may not always result in significant benefits for users but serves more as a marketing gimmick.
AI content creation has similarities to previous tech trends like torrenting or music streaming, where initial hype is followed by overuse and eventual fatigue.
The proliferation of AI-generated content raises ethical concerns, as the novelty wears off, and the impact on society becomes more apparent.
AI is not only overwhelming social media with synthetic content but also has the potential to amplify misinformation at a large scale.
Misinformation campaigns utilizing AI-generated content pose a significant threat, as they can manipulate public opinion and blur the lines between reality and fiction.
The rapid spread of fake information on social media, fueled by AI, is reshaping how truth is perceived and giving rise to a world where falsehoods can outpace reality.
The current state of AI content creation on social media reflects a shift towards a landscape where attention-grabbing content reigns supreme, regardless of its authenticity.

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Tech Radar

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AMD's powerful Ryzen AI Max processors are on their way to desktop PCs - and a side effect could kill off discrete GPUs for gaming

AMD's CEO Lisa Su hints at more Ryzen AI Max APUs coming to desktop PCs
The Ryzen AI Max APUs have mostly been reserved for laptops
The APUs provide exceptional gaming performance without a discrete GPU
The growing power of APUs may lead to a decline in mid-range discrete GPUs

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Digitaltrends

362

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Study says AI hype is hindering genuine research on artificial intelligence

A recent AAAI study suggests that current AI approaches are unlikely to lead to artificial general intelligence.
There is a shift towards commercial AI driven by big tech companies like Microsoft, Google, Apple, and Amazon.
Public perception of AI is influenced by commercial AI, leading to disparities between perceived capabilities and reality.
The study suggests that AI hype from big tech is hindering genuine research efforts in the field.
Big tech's focus on large language models (LLMs) may not necessarily lead to artificial general intelligence, as per scientists' doubts.
The concept of scaling LLMs to achieve AGI is debated, with some believing in a 'scaling wall' that limits progress.
Scientists argue that new algorithms incorporating reasoning and real-world knowledge may be necessary for AGI.
Diversification of research efforts is crucial to avoid over-reliance on scaling LLMs and potential setbacks in AI progress.
Concerns exist that commercial AI and hype could impede real AI advancements, emphasizing the importance of balanced research.
The debate around AGI goals and the scaling hypothesis underscores the need for collaborative and diverse AI research approaches.

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AWS Blogs

188

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AWS Weekly Roundup: Amazon Bedrock, Amazon QuickSight, AWS Amplify, and more (March 31, 2025)

AWS Summit season is here, offering online and in-person events to expand AWS knowledge and connect with the community.
New AWS announcements include AWS WAF integration with AWS Amplify Hosting for enhanced security features.
Amazon Bedrock introduces real-time cost transparency and support for Amazon OpenSearch Managed Cluster.
Amazon Bedrock Guardrails now offers industry-leading image content filters for improved content moderation.
Amazon QuickSight introduces Scenarios capability for data analysis and business insights.
AWS launched existing services and instance types in additional Regions to enhance availability and accessibility.
AWS GenAI Lofts provide collaborative spaces for startups and developers to explore AI products and services.
For more AWS announcements and events, visit the AWS What's New page and check upcoming AWS events.
Stay updated with the AWS Weekly Roundup series for quick summaries of AWS news and developments.
Participate in the 1-minute survey on the News Blog to provide feedback on your experience.
Join AWS events for valuable insights, networking opportunities, and hands-on access to cloud computing and AI.

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Digitaltrends

177

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Amazon’s AI agent will make it even easier for you to part with your money

Amazon has announced its new AI agent called Nova Act, which is designed to complete tasks in a web browser.
Built on Amazon's Nova AI models, Nova Act can break down multi-step workflows into smaller inputs and performs better than rival products from OpenAI and Anthropic.
The agentic AI tool aims for an accuracy level over 90%, particularly in browser-based tasks where AI tools often fail, such as handling pop-ups, drop-down menus, and dates.
The foundations of Nova Act have been integrated into the Alexa+ framework, allowing the virtual assistant to browse the web and perform tasks on behalf of users.

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Digitaltrends

332

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Windows’ infamous blue screen of death is changing

The infamous Blue Screen of Death (BSOD) on Windows is changing in the latest Windows 11 24H2 update.
The traditional blue screen with a frowning emoji is replaced by a black screen with a simple message.
Critics argue that the new black screen lacks detailed information and a QR code for troubleshooting.
There are hopes that Microsoft will consider user feedback and revert the design change.

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Engadget

158

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AMD Ryzen 9 9950X3D review: A no-compromise CPU for demanding gamers

AMD has developed 3D V-Cache technology to stack more L3 cache on Ryzen cores, improving processor speed.
The Ryzen 9 9950X3D is a powerful 16-core CPU with a base clock speed of 4.3GHz and a boost speed of 5.7GHz.
The 9950X3D features 144MB of L2 and L3 cache, enabling better performance in processing loads.
With 3D V-Cache below the Zen 5 cores, the 9950X3D offers improved cooling and overclocking capabilities.
Benchmarks show the Ryzen 9 9950X3D outperforming previous AMD CPUs and being competitive with Apple's chips.
The 9950X3D excels in gaming and content creation tasks, offering high frame rates and fast transcoding speeds.
Despite its high performance, the $700 price tag may not be justifiable for most users, with lower-priced alternatives available.
AMD's 3D V-Cache technology could provide significant performance boosts in gaming as titles become more demanding.
The Ryzen 9 9950X3D showcases AMD's lead over Intel in CPU innovation and performance.
While not the most cost-effective option, the 9950X3D stands as the best desktop CPU currently available.

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