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Towards Data Science
2d
21
Understanding the Tech Stack Behind Generative AI
- The article explores the technology ecosystem around generative AI and Large Language Models (LLMs).
- Foundation models are pre-trained AI models that are versatile and can perform various tasks ranging from text generation to music composition.
- Key aspects of foundation models include pre-training, multitask capability, and transferability through fine-tuning or Retrieval Augmented Generation (RAG).
- Major players in AI like OpenAI, Anthropic, Google, Meta, Mistral, and DeepSeek have released foundation models with varying strengths and licensing conditions.
- Multimodal models can process and generate different types of data simultaneously, such as text, images, audio, and video.
- Infrastructure and compute power, including GPUs, TPUs, ML frameworks like PyTorch and TensorFlow, and serverless AI architectures, play a vital role in training generative AI models.
- AI applications frameworks like LangChain, LlamaIndex, and Ollama help integrate foundation models into specific applications efficiently.
- Vector databases are used to store and search semantic information in the context of LLMs, enabling fast similarity searches for contextual information.
- Programming languages like Python, Rust, C++, and Julia are important for developing generative AI, with Python being the primary language for AI applications.
- The social layer of AI focusing on explainability, fairness, and governance addresses important ethical considerations in the use of generative AI.
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Idownloadblog
2d
189
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Delta emulator app updated to v1.7 with online multiplayer support for Nintendo DS games, & other changes
- Delta emulator app has been updated to v1.7 with online multiplayer support for Nintendo DS games.
- The update also includes improvements such as an updated N64 core, game screenshots, game controller skins, and controller case support.
- The addition of online multiplayer allows users to play Nintendo DS games with friends around the world using community Nintendo WFC servers.
- The update is available for free on the App Store.
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Medium
2d
375
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BitcoinOS: Unlocking a New Era of Decentralized Finance and Beyond
- BitcoinOS is an operating system designed specifically for Bitcoin and the decentralized finance ecosystem.
- Key features of BitcoinOS include modular architecture, scalability, security, and a user-friendly interface.
- BitcoinOS enables decentralized lending, exchanges, stablecoins, and prediction markets.
- The platform has implications beyond DeFi, including gaming, social media, and supply chain management.
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Idownloadblog
2d
233
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Nugget updated to v5.0.3 with Windows-oriented fixes following v5.0.2 over the weekend
- Nugget, an iPhone customization utility, received updates with Windows-oriented fixes.
- Version 5.0.2 introduced iOS 16 support, fixed issues, and improved compatibility.
- Version 5.0.3 fixed errors and issues specifically for Windows users.
- Nugget is now the recommended version for all users, especially on Windows machines.
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Dev
2d
304
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5 Reasons Developers Choose Arbitrum Over Other L2s
- Arbitrum has positioned itself as a leading Layer 2 (L2) solution for Ethereum developers, addressing the platform's high gas fees while maintaining security.
- Stylus on Arbitrum enables multi-language support, allowing developers to write smart contracts in Rust and C++ for improved performance.
- Arbitrum boasts a thriving DeFi ecosystem with over 400 active dApps, offering users and liquidity, which accelerates innovation.
- Arbitrum Nova is tailored for high-throughput applications like gaming, supporting 15 million monthly transactions with a focus on cost, speed, and security.
- Orbit by Arbitrum allows developers to launch custom L2 or L3 chains, offering tailored solutions for specific application needs without compromising security.
- Arbitrum's organizational support, comprehensive documentation, and future-oriented vision signal a platform geared towards developer success and innovation.
- The platform's Nitro stack and optimistic rollup technology anticipate future blockchain requirements, offering developers a future-proof foundation for long-term projects.
- Arbitrum's strategic advantages over other L2 solutions lie in its comprehensive ecosystem, technical capabilities, and developer-centric approach.
- Developers are increasingly choosing Arbitrum for its transformative capabilities that enable new categories of applications, setting it apart as both a scaling solution and an innovation platform.
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Tech Radar
2d
122
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Apple Intelligence arrives on Vision Pro with visionOS 2.4 – and it works just as you would expect
- Apple has released visionOS 2.4 update for the Vision Pro mixed reality headset.
- The update brings key Apple Intelligence features like Image Playground, Genmojis, and Writing Tools.
- Image Playground allows users to create generative images with Apple Intelligence interpretations using gestures and voice.
- The update also includes the new Spatial Gallery app and updates to Guest Mode.
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Medium
2d
154
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Maximize Your MATH MATH Rewards with These Simple Tips
- MATH MATH staking involves locking up MATH tokens for a period to earn rewards and secure the blockchain.
- It helps in transitioning from proof-of-work to proof-of-stake for improved efficiency and security.
- Stakers are validators who process transactions and add blocks to the MATH MATH blockchain.
- Staking offers benefits like passive income, network security, and energy efficiency over mining.
- Users can stake through solo staking, staking pools, or staking-as-a-service providers.
- Risks include liquidity risk, slashing, market volatility, technical vulnerabilities, and security concerns.
- Staking rewards are subject to market price changes, influencing overall returns.
- Potential stakers must evaluate risks and rewards before engaging in MATH MATH staking.
- Staking can enhance network decentralization and security but requires technical knowledge.
- Choosing a secure staking platform is crucial to mitigate smart contract and platform risks.
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Tech Radar
2d
146
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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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Engadget
2d
321
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Substack updated its app to make it even more like TikTok
- Substack has updated its app to incorporate a vertical video feed, similar to TikTok.
- The new feed features scrollable videos from subscribed creators and algorithmically suggested videos.
- Substack aims to compete with Instagram, TikTok, and YouTube for short-video content.
- The addition of multimedia features and video content is part of Substack's strategy to expand beyond newsletters.
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Towards Data Science
2d
104
My Learning to Be Hired Again After a Year… Part 2
- After a year of unemployment, the author reflects on finding meaning and identity outside of a job title or company name.
- Deciding to pivot to machine learning engineering, the author sought advice from friends who had made a similar career move.
- Despite the competitive job market, the author chose to try for machine learning engineer positions even at entry level.
- By focusing on self-improvement and showing value in interviews, the author gained three job offers for senior MLE roles.
- The author emphasizes the importance of not begging for jobs but rather selling oneself effectively.
- Through mock interviews and practice, the author improved behavioral interview skills and changed their mindset towards job interviews.
- Struggling with nervousness and judgment during interviews, the author learned to pause, breathe, and refocus to regain control.
- Utilizing the Mnookin Two-Pager exercise helped the author clarify job preferences and goals, leading to a better job fit at Disney.
- Writing as a way to reflect, the author invites readers to follow their posts on TDS and subscribe to their newsletter for more insights and humor.
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Medium
2d
376
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Ng-News 25/13: resource() RFC Wrap-Up & Frontend Nation Panel
- Frontend Nation panel at Angular Day included Alain Chautard, Angular team members, and Sarah Drasner.
- Testing was a major topic with confirmation that the Web Test Runner will replace Karma.
- Sarah Drasner addressed the misconception that Google doesn't use Angular internally.
- Two RFCs for resource functions closed with changes to the API underway for Angular version 20.
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Hackernoon
2d
273
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Refactoring 025 - Decompose Regular Expressions
- Regular expressions can be broken down into smaller, testable components to ensure accurate error reporting.
- The process involves analyzing the regex, breaking it into smaller named sub-patterns, writing unit tests for each component, and combining them into the full validation logic.
- By refactoring the code, clear error messages can be provided for every failing part, improving readability, maintainability, and testability.
- Using AI tools can also help identify regex components and assist in the refactoring process.
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Tech Radar
2d
11
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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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Medium
2d
131
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The Mechanics of Macros in Racket
- Racket's code undergoes restructuring and tagging with context before evaluation.
- Code in Racket is treated as data, wrapped in syntax objects with metadata.
- Syntax objects hold not only code but also source location, context, and bindings.
- Syntax objects track scope to prevent naming clashes, crucial for macro-generated code.
- Racket supports hygienic macros by generating fresh bindings for identifiers.
- Syntax objects also include source location and phase information.
- Compile-time inspection tools like syntax->datum help in understanding syntax objects.
- Macro expansion process in Racket rewrites code using user-defined rules.
- Macros run during expansion, rewriting macro calls before compilation.
- Racket provides tools like syntax-case for matching and rewriting syntax.
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TechBullion
2d
221
Image Credit: TechBullion
The Roadmap to Developing Bespoke Software Without the Headaches
- Many business owners are hesitant to upgrade legacy software systems due to logistical challenges and potential disruptions.
- Choosing the right partner for bespoke software solutions can alleviate concerns and ensure a smooth migration.
- Creating a strong foundation for change by addressing specific metrics and keeping employees informed is crucial.
- Bespoke software solutions offer flexibility and long-term cost savings for businesses.
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