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Siliconangle

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Chainguard introduces libraries for secure language dependency management

Secure software supply chain solution provider Chainguard Inc. has launched Chainguard Libraries, a product line that offers secure language libraries built directly from source in supply-chain levels.
Chainguard Libraries provides a standardized endpoint for developers to consume language dependencies safely and securely, eliminating the risk of malware and other supply chain security threats.
The public registries such as PyPI, Maven, and NPM, which lack proper vetting and digital attestations, are vulnerable to attackers injecting malware into software packages.
Chainguard is expanding its offering beyond containerized application deployments to deliver safe open source across various compute modalities and the software development lifecycle.

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Medium

349

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Why @phantom Wallet is the Future of Crypto UX

Phantom is a multi-chain wallet that seamlessly integrates Ethereum, Polygon, and Bitcoin, providing a unified experience for users.
Phantom prioritizes security with human-readable transaction previews, built-in anti-phishing protection, and a non-custodial approach.
The wallet offers native support for NFTs, allowing users to view, manage, and trade NFTs within the wallet, providing a smooth and intuitive experience.
Phantom includes a built-in swap feature, aggregating the best rates across chains and enabling fast and cost-effective token swaps.

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Hackaday

314

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ReactOS 0.4.15 Released With Major Improvements

The ReactOS project has released the 0.4.15 update, the first major release since 2020.
The update brings significant improvements to the kernel, user interface, audio system, and driver support.
Changes include enhanced plug-and-play support, better compatibility with Microsoft FAT filesystem driver, and improved IME feature.
The master branch has also seen additions like SMP improvements, UEFI support, new NTFS driver, and bug fixes.

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Medium

247

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The Future of Gaming: How Web3 Will Change Everything

Web3 gaming represents a shift in player interaction, emphasizing Play-to-Earn models and decentralized platforms.
Blockchain technology enables ownership of in-game assets and transparent player-driven economies in Web3 gaming.
Web3 gaming introduces new financial opportunities, community ownership, and innovative gameplay mechanics.
The integration of blockchain, DeFi, and NFTs creates a player-centric ecosystem with asset ownership and interoperability.
Web3 gaming offers decentralized governance, financial incentives, and blockchain-based transparency.
Play-to-Earn models allow gamers to earn cryptocurrencies and digital rewards, shifting the focus from entertainment to financial gain.
Web3 gaming introduces true ownership of in-game assets through NFTs and decentralized economies.
Through Web3, players can influence game development, monetize assets, and participate in decentralized marketplaces.
Interoperability in Web3 gaming enables seamless asset transfer, digital identity, and decentralized economies.
AI integration in Web3 gaming enhances gameplay with smarter NPCs, personalized experiences, and adaptive challenges.

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Tech Radar

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Windows 11 24H2 seems to be a massive fail – so Microsoft apparently working on 25H2 fills me with hope... and fear

Microsoft is working on new Windows 11 preview builds with "behind-the-scenes platform changes" to address bugs.
Rumors suggest that Microsoft is focusing on the 25H2 update for Windows 11 after the current 24H2 version.
Dev channel builds based on 24H2 will have platform changes leading towards 25H2, separate from Beta channel updates.
Changes are being made for compatibility with Qualcomm's Snapdragon X2 chip, set to debut alongside Windows 11 in 2025.
Windows 11 24H2 was built on the Germanium platform for Arm chip compatibility, while 25H2 may refine it for Snapdragon X2.
The migration to Germanium in 24H2 caused bugs, but refining it for Snapdragon X2 in 25H2 could lead to a smoother update.
There is hope that Windows 11 25H2 will be less buggy due to being a refinement rather than a major change.
Concerns remain about the potential for bugs in 25H2 if Microsoft changes away from Germanium.
Users may expect more 'recommendations' from Microsoft on Windows 11, and fixes for security update issues in Windows 11 24H2.
Microsoft is working on app compatibility for the Qualcomm Snapdragon X Elite processor.

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Tech Radar

269

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Talking to ChatGPT just got better, and you don’t need to pay to access the new functionality

OpenAI has upgraded the voice assistant in ChatGPT Advanced Voice Mode, making conversations with AI more natural and flowing.
The upgrade includes a more engaging tone of voice and reduced interruptions, allowing users to gather their thoughts without feeling the need to fill the gaps.
Manuka Stratta, an OpenAI post-training researcher, announced the update and demonstrated its capabilities in a video.
The new version of Advanced Voice Mode is available for free users, and ChatGPT Plus subscribers will also have access to the improved voice assistant personality.

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Dev

181

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Etherspot and RealT: Unlocking the Future of Real Estate Tokenization

RealT and Etherspot are collaborating to enhance the tokenization of real-world assets (RWAs) in the real estate sector.
RealT integrates Etherspot's account abstraction (AA) infrastructure to simplify blockchain interactions for users, eliminating complexities such as gas fees and manual transaction signing.
This collaboration brings institutional-grade efficiency to decentralized real-world asset (RWA) investment through features like smart accounts, Web3 social logins, Skandha ERC-4337 bundler, and Arka Paymaster.
The partnership aims to make tokenized real estate investments more accessible, user-friendly, and secure, enabling a wider audience to participate in blockchain-based property ownership.

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Towards Data Science

1.6k

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What Do Machine Learning Engineers Do?

A machine learning engineer is a role that varies between companies and geographies, but generally involves delivering machine learning solutions into production.
The role of a machine learning engineer emerged due to the need to bring machine learning models into production and generate business value.
Machine learning engineers require a broad skillset and typically have prior experience as data scientists or software engineers.
Their work involves improving machine learning models, collaborating with cross-functional teams, conducting workshops, and mentoring junior members.

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Beyondkey

309

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How AI Proof of Concept Helps in Your AI Journey

IBM's Watson, introduced in mid-2010, failed to revolutionize medicine due to data issues and missed analysis, highlighting the need for testing AI through proof of concepts.
AI proof of concept is crucial for businesses to reduce risks and maximize AI benefits, especially in areas like data quality, talent acquisition, profitability assessment, ethics, integration, and goal alignment.
AI proof of concept goes beyond technology, focusing on aligning AI with business goals, building trust, demonstrating value, and understanding what works and what doesn't.
AI enhances accuracy, assesses performance, and facilitates real-time monitoring by automating data analysis, providing fair performance metrics, predicting future outcomes, and offering quick feedback.
AI helps in decision-making by simulating scenarios, optimizing processes, finding optimal solutions, and accelerating learning, thereby reducing the need for trial-and-error approaches.
AI mitigates different risks in areas like finance, operations, compliance, security, and reputation by detecting fraud, predicting issues, ensuring rule compliance, enhancing cybersecurity, and preserving brand image.
A successful AI proof of concept is data-driven, involving setting clear goals, collecting relevant data, cleaning and analyzing data, and validating results accurately before scaling up AI initiatives.
To make AI sustainable, businesses must invest in infrastructure, build expert teams, establish usage guidelines, continuously enhance AI solutions, and stay informed about evolving AI trends.
AI proof of concept addresses initial concerns like data quality, talent scarcity, profitability uncertainty, ethics, integration challenges, and vague objectives by offering solutions tailored to each issue.
Success stories in retail, finance, healthcare, and manufacturing demonstrate how AI proof of concept drives significant improvements in areas like sales, fraud detection, patient care, and operational efficiency.

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Cssauthor

318

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Best Free Thick Cursive Fonts for 2025 – Download Now!

This expertly curated guide presents 20+ free thick cursive fonts ideal for various design projects like logos, branding, and wedding invitations.
Some highlighted fonts include Dancing Script, Pacifico, and Stay Classy, known for their elegance and readability.
The font selection criteria include design quality, licensing for personal and commercial use, user reviews, and performance for web and print applications.
Fonts like Beattingvile Script and Saflers offer unique features such as natural ink bleed effects and geometric undertones, perfect for creative projects.
Designer favorites like Ruthie and Great Vibes Script are optimized for social media and upscale events, enhancing readability and engagement.
Premium options like Rossegenia and Bayhours Cursive Script Font are also mentioned for those seeking advanced font choices.
Each font's key features, best usage scenarios, and designer tips are highlighted, making it easier for users to choose the right font for their needs.
The post originally appeared on CSS Author, providing valuable insights for designers and enthusiasts looking to enhance their projects with quality thick cursive fonts.

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TechBullion

438

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How to Learn Coding with Online Resources for Free

Learning coding has never been more accessible with the plethora of free online resources available, making it affordable and convenient to start your coding journey.
Coding is essential in today's digital world, offering benefits like a deeper understanding of technology, problem-solving skills, creativity enhancement, job prospects, resilience-building, and self-sufficiency.
Online learning platforms offer flexibility, cost-effectiveness, a wide range of course options, learning from industry experts, and hands-on practice to enhance coding skills.
Top free websites like Codeacademy, Khan Academy, Udacity, Coursera, edX, MIT OpenCourseWare, and FreeCodeCamp provide interactive lessons, tutorials, and projects for beginners to experienced coders.
Codecademy, Coursera, FreeCodeCamp, Khan Academy, and W3Schools are excellent resources offering structured courses, real-world projects, hands-on learning, and community support to aid in learning coding.
Tips for successful coding learning online include setting clear goals, choosing the right programming language, starting with simple concepts, staying consistent, utilizing interactive resources, asking for help when needed, expanding your network, practicing regularly, and tracking your progress.
Online communities and forums provide valuable support, project collaboration opportunities, access to knowledge sharing, and a platform for asking questions and engaging with the coding community.
YouTube tutorials and podcasts offer additional resources for learning coding, providing different perspectives, tutorials in various programming languages, and valuable insights from experienced programmers.
Challenges like lack of motivation and discipline, technical difficulties, feeling overwhelmed, and the need for continuous learning can be overcome by setting clear goals, creating study schedules, seeking support from communities, practicing coding consistently, and staying up-to-date with industry trends.
Continuous learning is essential in coding due to technology advancements, the need for adaptability, enhancing skills and expertise, creativity, and staying competitive in the job market. Free online resources facilitate continuous learning and provide flexibility and accessibility for individuals to upgrade their coding skills.

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Towards Data Science

120

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Least Squares: Where Convenience Meets Optimality

The popularity of Least Squares stems from its simplicity and its alignment with key statistical principles.
The Least Squares approach is favored for its mathematical clarity, providing closed-form solutions for optimization.
However, its reliability diminishes when data deviates from theoretical assumptions, like outliers in the distribution.
Least Squares is especially useful in Linear Regression, offering optimal coefficients estimation through OLS.
The conventional mean and median in statistics are directly linked to L2 and L1 losses, respectively.
Under the Gauss-Markov theorem, the OLS estimator is acclaimed as the Best Linear Unbiased Estimator.
OLS minimizes variance and maintains unbiasedness, outperforming other linear estimators.
Least Squares is also equivalent to Maximum Likelihood Estimation in normal error scenarios.
However, the reliance on normal errors makes Least Squares less effective in the presence of outliers.
To address this limitation, robust loss functions like Huber or Tukey are recommended for outlier resilience.

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Medium

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How AI Can Simplify Life for Bachelors: Save Time, Money, and Energy

AI can simplify life for bachelors by managing daily tasks and optimizing finances, saving time, money, and energy.
Smart home automation, energy efficiency, and security are key benefits of AI for bachelors.
AI-powered meal planning apps help simplify cooking by suggesting recipes and creating grocery lists.
Financial management apps driven by AI assist in tracking expenses, setting savings goals, and offering investment insights.
Time management tools, task prioritization, and focus enhancement are ways AI aids bachelors in balancing work and personal life.
AI enhances social connections through event recommendations, networking suggestions, and social media management.
Fitness apps powered by AI provide personalized workout plans, track progress, and offer nutrition guidance.
AI simplifies travel planning by providing personalized itineraries, price alerts, and local insights.
AI facilitates continuous learning through customized paths, resource recommendations, and progress tracking.
AI-driven mental health apps offer mood tracking, guided meditation, and virtual therapy sessions for bachelor well-being.

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Educba

373

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Web Application Development

Web application development remains vital in the business world despite the rise of mobile applications.
Web applications, stored on servers and accessed through browsers, offer scalability and accessibility.
They differ from websites by providing real-time updates and interactive features.
The process involves user queries to servers, data processing, and real-time interface updates.
To build a robust web app, a structured process from planning to deployment is crucial.
Key steps include ideation, market validation, core functionality mapping, and budget setting.
Design elements like fonts, color palettes, and responsive layouts enhance user experience.
Frontend technologies like React, Angular, and backend technologies like Django, Flask are commonly used.
Thorough testing, including functionality, usability, and security testing, is essential before deployment.
Post-deployment maintenance and support are crucial for bug fixes, updates, and security enhancements.

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Medium

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Why Developers Need Freedom

Tech companies invest in developer comfort to enhance productivity.
Creative problem-solving in coding requires deep concentration and mental flexibility.
Having freedom and flexibility improves developer morale and job satisfaction.
Creating comfortable work environments and providing recreational activities nurture creativity and productivity.

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