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Towards Data Science

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What the Most Detailed Peer-Reviewed Study on AI in the Classroom Taught Us

  • Recent meta-analysis titled 'The effect of ChatGPT on students’ learning performance, learning perception, and higher-order thinking' provides robust empirical evidence on AI integration in education.
  • The study synthesizes data from 51 research papers and shows significant positive impact of ChatGPT on learning performance, learning perception, and higher-order thinking skills.
  • ChatGPT usage leads to improved academic outcomes, positive learning experience, and supports higher-order thinking skills development in students.
  • Course type, learning model, and duration of ChatGPT usage significantly affect its impact on student learning performance.
  • ChatGPT as an intelligent tutor enhances higher-order thinking skills development, emphasizing the need for adaptive feedback and guidance in AI-based educational tools.
  • Findings suggest AI tools should integrate scaffolding mechanisms to foster critical thinking and align with course content for optimal impact.
  • Limitations include biased student sample towards college-levels and the need for future research to disaggregate effects based on LLM versions.
  • Future studies should also focus on detecting AI-generated cheating and developing adaptive scaffolding mechanisms in LLM-based educational tools.
  • The study emphasizes the importance of evidence-informed design to harness the potential of AI in education while considering contextual factors for effective integration.
  • The findings highlight the need for continued rigorous research and nuanced understanding of AI's role in education for impactful and pedagogically sound tools.

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Idownloadblog

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Apple bumps firmware up to version 7E108 on AirPods Max with USB-C

  • Apple has released a new firmware version 7E108 for AirPods Max with USB-C, updating from the previous version 7E101.
  • The update includes general user experience improvements, bug fixes, and other enhancements as per the company's online support page.
  • The specific changes brought by the new firmware are not explicitly mentioned, leaving users unsure about the exact improvements in audio quality, Bluetooth connectivity, or app bug fixes.
  • To ensure automatic installation of firmware updates, users need to meet certain criteria like AirPods being connected to power, in Bluetooth range, and near a Wi-Fi network with internet access.

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Medium

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Microsoft-Backed Builder.ai Insolvency: How the Collapse Impacts the Ruby on Rails Ecosystem

  • AI-powered software development platform Builder.ai, backed by Microsoft and Qatar’s sovereign wealth fund, entered insolvency proceedings in May 2025.
  • Builder.ai had a significant presence in the Ruby on Rails ecosystem, utilizing RoR in its backend development stack and experimenting with AI-powered tools to automate upgrades.
  • The collapse raises questions about implications for Rails developers, companies using RoR, and the market due to Builder.ai's sudden insolvency.
  • Builder.ai's innovative approach showcased Rails as a modern and relevant framework, emphasizing rapid development speed, convention over configuration philosophy, and strong community support.

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Medium

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Why Search Is Still Beating AI

  • Google is adapting AI in its search functionality, recognizing AI as the future of search.
  • Google I/O revealed that AI mode is being introduced as an option in Google Search and is being rolled out across the US.
  • Despite the rise of chatbots, Google search remains dominant with 1,631.5 billion visits last year.
  • The transition to AI in search highlights Google's acknowledgment that AI will play a significant role in the future of search technology.

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Engadget

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Fortnite is finally back in the US App Store

  • Fortnite is back in the US App Store after Epic CEO Tim Sweeney announces the relaunch following a court order against Apple's 27 percent fee on app transactions.
  • The conflict between Epic and Apple started in 2020 when Epic bypassed Apple's payment system. Epic secured a permanent injunction allowing awareness of non-App Store payment options.
  • Fortnite's return to the App Store was delayed due to Apple's policies. Companies like Spotify were quick to update their apps. The return of Fortnite is a symbolic victory.
  • The court orders resulting from Epic v. Apple could reshape Apple's business and app functionality on the iPhone if they survive Apple's appeal.

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Pymnts

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Report: Apple to Let Third-Party Developers Use Its AI Models

  • Apple plans to introduce tools for third-party developers to use its AI models for software development.
  • The announcement is expected to be made at Apple's Worldwide Developers Conference on June 9.
  • By expanding AI technology to developers, Apple aims to increase the use of Apple Intelligence and make its products preferable for AI applications.
  • The company will start with small AI models on devices before expanding to larger cloud-based models.

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The Robot Report

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TRON1 robot extends its reach with a new optional arm

  • TRON1, a two-legged mobile robot by LimX Dynamics, now offers an optional arm for picking up items from the floor.
  • LimX Dynamics showcased TRON1 at the International Conference on Robotics and Automation (ICRA) in Atlanta, targeting research applications and artificial general intelligence development.
  • With the new expansion kit, TRON1 owners can enhance the platform's capabilities in mobile manipulation and embodied AI research.
  • TRON1 also supports other features like voice interaction, lidar, and depth camera for applications in education, human-machine interaction, and navigation.

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Medium

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A Seamless Toolips Extension for TCP

  • The author has developed the Toolips web-development framework for Julia, designed for centralized development, modularity, declarative syntax, and versatility.
  • Toolips allows for loading new features by adding extensions to servers and Component templating system, aiming to create a collaborative online notebook editor for Julia.
  • The framework has expanded into a full server-development framework, with extensions like ToolipsUDP providing UDP functionality.
  • The author aims to create a web infrastructure using Toolips for advanced web-based projects and server functionalities.

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Engadget

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Google I/O 2025 recap: AI updates, Android XR, Google Beam and everything else announced at the annual keynote

  • At the Google I/O 2025 event, updates on various products and services were announced during its annual keynote.
  • AI Mode, a new chatbot, will be integrated into Google Search for US users to handle complex queries and generate custom charts.
  • Gemini-powered AI Overviews are seen by over 1.5 billion users monthly, offering summarized search results.
  • Project Astra, Google's universal AI assistant, was showcased with capabilities like assisting in tasks and accessing emails.
  • Gemini 2.5 updates include improved functionality, Deep Think reasoning mode, personalized smart replies in Gmail, and real-time translation in Google Meet.
  • Gemini Live and Google Search Live introduce interactive features for camera queries and video editing using AI.
  • Flow, a filmmaking app with AI integration, is offered to Google AI Pro and Ultra subscribers in the US.
  • Google introduces upgrades like Veo 3 for video generation with sound, SynthID Detector to identify AI-generated content, and AI subscription plans.
  • Android XR advancements include new devices and features like live translations on smart glasses, aiming to enhance AR, MR, and VR experiences.
  • Chrome's password manager gets enhanced security to change compromised passwords automatically, while Gemini integration provides AI assistance within the browser.
  • Project Starline's 3D video conferencing booths are rebranded to Google Beam, targeting enterprise customers with advanced communication solutions.

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Tech Radar

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Google’s Android XR glasses look like its most exciting gadget in years – but the headset leaves me wanting more

  • Google unveiled Android XR at Google I/O 2025, showcasing its AI-driven features for both AR glasses and mixed-reality headsets.
  • The standout feature is Google Gemini, emphasizing an AI-centric approach for immersive experiences and real-time translations.
  • Android XR headsets offer multitasking capabilities, like accessing YouTube and Google Maps, demonstrating a seamless user experience.
  • The glasses provide hands-free controls, live translation, Google Maps recommendations, camera features, and more, similar to Meta's Ray-Ban glasses.
  • While promising, the headset aspect of Android XR falls short compared to the competition, like Meta Quest 3.
  • Google's partnerships with brands like Samsung, Xreal, Gentle Monster, and Warby Parker offer a variety of stylish hardware options for consumers.
  • The diverse hardware choices could lead to competitive pricing and broader appeal, as fashion and utility play significant roles in smart glasses adoption.
  • Google's approach with Android XR suggests a strong emphasis on style and functionality, paving the way for a more inclusive market.
  • As Android XR evolves, more information on hardware specifics and demos will be crucial to understanding its full potential and impact in the market.
  • Google's Android XR initiative has sparked curiosity and anticipation, setting the stage for a new era in augmented reality technology.

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Tech Radar

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The 13 biggest announcements from Google I/O 2025

  • Google I/O 2025 keynote focused on AI tools like Gemini, Veo, Flow, Beam, Astra, Imagen, and others instead of traditional products.
  • Google Search introduced AI Mode with new features like Deep Search for research projects and a ticket-buying assistant.
  • AI Mode for Shopping launched, offering a try-on mode for virtual clothing trials and agentic checkout for purchases.
  • Google Beam aims to revolutionize video calls by presenting them in 3D without the need for VR headsets.
  • Veo 3 can generate AI-powered video with expertly synced sound and vision, marking a significant advancement in AI video tools.
  • Gemini Live, Google's AI voice assistant, is now free on Android and iOS, offering screen sharing features.
  • Flow, an AI filmmaking tool, allows creators to generate scenes and characters from natural language prompts.
  • Gemini's Imagen 4 upgrade enhances image resolution and clarity, now excelling in photorealistic and abstract styles.
  • Gemini 2.5 Pro introduced a 'Deep Think' upgrade for enhanced reasoning capabilities, available for trusted testers.
  • Gemini AI Ultra, a premium plan for AI enthusiasts, offers access to advanced AI models for a high subscription fee.

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Engadget

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SynthID Detector can check media to see if it was generated with Google's AI tools

  • Google has introduced a public-facing tool called SynthID Detector at Google I/O 2025 to detect digital watermarks in AI-generated content.
  • SynthID Detector can scan images, video, audio, and text to identify AI-generated material and highlight specific watermarked portions.
  • SynthID was originally created to mark content from Google's models, but it is now available for other companies to adopt for their AI output.
  • Journalists, researchers, and developers can join a waitlist to try SynthID Detector through Google's online form.

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Medium

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"Python Strings: 6 Mind-Blowing Hacks Every Developer Should Steal "

  • Strings are essential in various aspects of coding, from user input to data processing.
  • Top 6 string methods include: upper(), lower(), strip(), split(), replace(), find(), and join().
  • Pro Tips for mastering strings: Python's string methods are powerful tools akin to Swiss Army knives—compact yet effective.
  • To enhance your programming skills with Python strings, delve into the official documentation for experimentation and improvement.

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Sdtimes

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CloudBees Unify, YugabyteDB adds support for DocumentDB, and more — SD Times Daily Digest

  • CloudBees has introduced CloudBees Unify, consolidating its standalone products into a unified platform.
  • YugabyteDB now supports Postgres extension DocumentDB, offering NoSQL capabilities within YugabyteDB.
  • Azul and JetBrains have partnered to enhance Kotlin runtime performance by combining JVM expertise with Kotlin's bytecode control.
  • CloudBees Unify aims to provide enterprises with flexibility in integrating tools, while YugabyteDB's DocumentDB support aims to offer a multi-cloud, vendor-agnostic solution based on open standards.

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Dev

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Real-World Asset Tokenization: Use Cases and Fields!

  • Real-world asset tokenization is gaining momentum and is being utilized in various industries including centralized stablecoins, private lending, government bonds, tokenized securities, institutional investors, real estate, carbon credit certificates, works of art and collectibles, and precious metals.
  • Centralized stablecoins like USDT and USDC are examples of real-world asset tokenization where fiat currencies and securities are collateralized to issue stablecoins.
  • Industries like private lending and government bonds are adopting tokenization methods for financial transactions and security issuance.
  • Tokenized securities, real estate fractional ownership, carbon credit certificates market, artwork tokenization, and precious metals collateralized stablecoins are other key areas exploring the potential of real-world asset tokenization.

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