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Medium

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Balancing Leadership and Management for Success in Software Product Engineering

In software product engineering, leadership and management play distinct yet complementary roles.
Leadership focuses on inspiring and innovating, while management ensures streamlined processes and product development progress.
Leaders envision the future and motivate teams, while managers create achievable milestones and drive structured execution.
Successful software product engineering balances leadership and management to drive innovation and deliver outstanding products.

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Knowridge

108

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Scientists develop first flat telescope lens that captures color

Scientists at the University of Utah have developed a flat lens that can capture full-color images.
Unlike traditional curved lenses, the flat lens remains lightweight and compact.
The lens overcomes color accuracy issues typically associated with flat lenses.
This breakthrough has the potential to revolutionize telescopes and imaging systems used in space exploration.

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Medium

153

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STON.fi Powers OKX Wallet’s TON Swaps: A Game-Changer for the TON Ecosystem

OKX Wallet is a Web3 wallet allowing users to interact with over 130 blockchains and 3,000 tokens, providing multifunctionality and access to DApps without switching wallets.
The integration of STON.fi DEX into OKX Wallet offers users direct access to TON-based token swaps within the wallet interface, simplifying the process and enhancing user experience.
Key benefits include seamless user experience, direct access to STON.fi's liquidity pools for better prices and speed, and a competitive edge in DeFi trading and swapping TON tokens.
The partnership expands the possibilities within the TON ecosystem, making features like staking, governance, token swaps, and DeFi applications more accessible through OKX Wallet.
To start swapping TON-based tokens using STON.fi in OKX Wallet, users can download the wallet, connect to the TON network, access the swap feature, select tokens, confirm the transaction, and enjoy their new tokens, all within one platform.
For developers, STON.fi provides a powerful SDK for integrating TON-based services into apps, ensuring high performance and reliability in building DeFi applications on the TON blockchain.
The collaboration between STON.fi and OKX Wallet showcases the strength and promising future of the TON ecosystem, with a focus on driving adoption through accessible token swaps and DeFi infrastructure.
Users interested in exploring the TON swap functionality in OKX Wallet can visit the official website, while developers can leverage the STON.fi SDK to integrate DeFi functionality for decentralized innovations on the TON blockchain.
STON.fi and OKX Wallet's efforts in providing cutting-edge DeFi solutions highlight the ongoing evolution and advancements within the TON ecosystem.
As partnerships and innovations continue to shape the future of TON, the collaboration between STON.fi and OKX Wallet signifies a positive trajectory for the TON blockchain.

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VentureBeat

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GenLayer offers novel approach for AI agent transactions: getting multiple LLMs to vote on a suitable contract

GenLayer, a startup, aims to provide a "trust" component to the AI agent economy through a blockchain-powered infrastructure.
AI agents do not inherently trust each other, posing a challenge in enforcing agreements in AI-driven commerce.
GenLayer seeks to upgrade traditional smart contracts into "intelligent contracts" that are more flexible and AI-powered.
The company integrates AI directly at the protocol level for intelligent contracts to process natural language inputs and reason about real-world conditions.
GenLayer introduces "optimistic democracy," an AI-driven consensus model where multiple large language models (LLMs) vote on the validity of AI-generated contracts.
This approach ensures fairness and reliability in interpreting legal contracts, verifying data, and setting pricing models.
GenLayer's infrastructure involves a native gas token called GEN for transaction fees and aligns incentives through a token-based staking model.
The company's testnet focuses on showcasing projects at the Ethereum Community Conference in Cannes, France.
GenLayer aims to establish the legal framework for global AI commerce, enabling AI agents to work together with trust in a trillion-dollar machine-driven marketplace.
The company emphasizes the need for infrastructure that matches the speed of AI to ensure efficient participation in the economy.

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Tech Radar

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Netflix tried to fix 80s sitcom A Different World with AI but it gave us a different nightmare

Netflix's AI-assisted upscaling of the 80s sitcom A Different World has been met with mixed reactions.
The AI enhancement resulted in distorted designs, alien-like text, and warped faces of the cast.
This is not the first time AI implementations in entertainment have been unsettling, such as AI-generated dubbing on Prime Video.
While AI has potential, human oversight is necessary to avoid bizarre and unsettling outcomes in entertainment productions.

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Medium

434

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AI Coding Assistants: Best Practices for Developers to Retain Core Skills

Developers are urged to treat AI as a pair programmer rather than an all-knowing source, with the human as the final decision-maker on code.
Maintain a reviewer mindset when working with AI-generated code to retain problem-solving skills and ensure quality.
Continuously question and learn from AI suggestions to enhance understanding and reduce dependency on AI for common tasks.
Leverage AI for mundane coding tasks while reserving complex and critical coding for human intervention to hone skills.
Regularly engage in coding exercises without AI assistance to keep fundamental coding skills sharp and prevent dependency.
Treat AI-generated code as a teaching tool in teams, encouraging discussion, and improving coding standards collaboratively.
Augment AI with automated testing and analysis to mitigate errors and enhance learning from AI-generated code.
Enforce coding standards on AI output and refactor code to align with human standards, shaping AI practices over time.
Focus on problem-solving independently before seeking AI assistance to practice critical thinking and maintain ownership.
Promote AI transparency, set guidelines for AI use, and encourage post-mortems to prevent quality and security issues within development teams.

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Pcgamer

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'Creepy,' 'ghastly,' 'rancid': Viewers react to leaked video of Sony's AI-powered Aloy

A leaked video of Sony's AI-powered Aloy from Horizon Forbidden West has garnered mixed reactions from viewers.
The AI system utilizes OpenAI's Whisper for voice-to-text, OpenAI and Llama for conversation and decision-making, and Sony's Mockingbird for facial animations.
The interaction in the video is described as stilted and unnatural, with many viewers finding it creepy and uncanny.
While the video is not meant for public consumption and is still a work in progress, there are concerns about the long-term impact on game development and voice actors' roles.

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Medium

243

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Rust Nation UK 2025 Recap

The Rust Nation UK 2025 conference recap includes talks on Rust safety strategies, Rust at the Edge using WebAssembly, crate security in 2025, and integration of Rust with Python.
Speakers discussed unsafe Rust concepts, testing techniques, creating interactive web applications, and security enhancements on crates.io.
Microsoft's efforts in using Rust in projects like Rust in Office and Azure were highlighted, addressing challenges such as C-to-Rust interoperability and crate stability.
WebAssembly (WASM) was a recurring theme at the conference, raising speculations about its prominence in the future.
A challenge was presented to find unique pairs of indices in a vector of integers that sum up to a target, promoting engagement and solution-sharing.
Gleam, a programming language in Rust, combines Erlang's features with a modern design for building reliable, scalable systems without compromising developer experience.
Gleam stands out for its modern syntax, developer-friendly tools, and reliability in building high-performance systems for various applications.
CodeCrafters offers advanced Rust courses for real-world projects like Git, Docker, HTTP Server, and more, providing self-paced learning opportunities for skill enhancement.
Readers are encouraged to spread the word about Rust Bytes and engage with the community through learning and sharing experiences.
The newsletter concludes with personal updates and wishes for a productive week ahead.

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Medium

375

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Can No-Code & Low-Code Replace Coding?

No-code and low-code development have emerged as alternatives to traditional coding methods, allowing non-technical individuals to create software without coding skills.
No-code platforms, such as WordPress and Webflow, enable users to design websites and automate workflows using a visual interface.
Low-code platforms, like Google App Maker and Microsoft Power Apps, combine visual development with traditional coding to customize components.
While these tools offer cost and time advantages, complex applications and technical oversight still require traditional coding skills.

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The Robot Report

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Navigating the U.S. robotics market: Strategies for success

Mark Messina, the managing director and CEO of ANSCER Robotics America, was interviewed on The Robot Report Podcast.
Messina discussed his experience in the robotics industry and the vision and technology behind ANSCER Robotics.
He emphasized the importance of building valuable products, navigating a saturated market, and ANSCER Robotics' operational strategies.
The news also highlighted funding updates and ABB Robotics' survey on the growth of electric vehicle production.

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Engadget

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Apple is reportedly planning a major redesign for iOS 19 and macOS 16

Apple is planning a major redesign for iOS 19 and macOS 16.
The redesign aims to make the software more consistent, impacting icons, menus, apps, and more.
The changes may draw inspiration from visionOS with a focus on translucency and rounded app icons.
No major shifts are expected, but ongoing work on Apple Intelligence is included.

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Towards Data Science

153

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Linear Regression in Time Series: Sources of Spurious Regression

Econometric textbooks often warn about autocorrelated errors in time series data, yet many published papers still exhibit this issue.
Autocorrelation in economics and finance variables can lead to misleading results if not appropriately addressed, as seen in Granger and Newbold’s research.
Understanding the pitfalls of spurious regression is crucial for economists, data scientists, and analysts working with time series data.
The article discusses random walk and ARIMA(0,1,1) processes as well as provides insights from Granger and Newbold's study on nonsense regressions.
The Linear Regression model and F-test for the contribution of independent variables in explaining the dependent variable are also explained in the context of time series.
Misinterpretations can occur when coefficients in regressions are invalid due to autocorrelation issues, as shown in the explanations provided.
Granger and Newbold's simulations demonstrate how including unnecessary variables, like random walks, can lead to misleading regression results.
High R² and low Durbin-Watson values do not necessarily signify a genuine relationship between variables but could indicate a spurious one.
To avoid spurious regressions, it is crucial to identify and address autocorrelation in residuals using tests like Durbin-Watson or Portmanteau test.
Specification errors in regression, such as omission of relevant variables or inclusion of irrelevant ones, can contribute to spurious regressions.

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Hackernoon

343

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BinoFi - Next-Gen Hybrid Exchange Lists On CoinMarketCap And Launches Its BINO Token Presale

BinoFi, a next-generation hybrid cryptocurrency exchange, has recently listed on CoinMarketCap, aiming to address inefficiencies in centralized and decentralized trading models.
With a vision to revolutionize crypto trading, BinoFi combines the advantages of both centralized and decentralized exchanges, prioritizing transparency and user empowerment.
The platform offers standout features like a hybrid exchange model, Live Proof-of-Reserves, gamified trading, and Copy Trading accessibility, balancing speed with security and privacy.
Additionally, BinoFi implements a privacy-focused Zero-Knowledge (ZK) KYC mechanism to ensure regulatory compliance while safeguarding user privacy.
The BINO token presale has seen significant participation, with over 3 million tokens sold at an initial price of $0.02, reflecting market engagement and interest in the project's development.
BinoFi's upcoming MVP platform release demonstrates its commitment to transparency and innovation, providing users with early access to test the hybrid exchange model and key features.
Projected to have a listing price of $0.30, BinoFi holds a competitive edge with its valuable offerings, partnerships, and user-centric design, backed by the recent CoinMarketCap listing.
Despite potential challenges in the crypto market landscape, BinoFi's proactive strategy, communication, and focus on execution position it as a promising project to watch in the industry.
By advancing security, transparency, and user engagement, BinoFi aims to cater to the evolving needs of both experienced traders and newcomers in the cryptocurrency space.
Through its hybrid exchange model, innovative features, and upcoming milestones, BinoFi continues to make strides in the cryptocurrency sector, showcasing a promising future ahead.
For more information on BinoFi, visit their website at https://binofi.com and explore their whitepaper, Telegram, Twitter, and CoinMarketCap listing for updates and developments.

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Hackernoon

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Bullionaire Coin ($BULL) Secures $400,000 In Private Investment To Develop Luxury-Focused Crypto

Bullionaire Coin ($BULL) has secured $400,000 in private investment for development.
The project aims to offer exclusive experiences for token holders through a tiered benefits system.
The ongoing presale has raised over $46,000 and the smart contracts have been audited for security.
Bullionaire Coin plans to list on exchanges, launch staking mechanisms, and collaborate with luxury brands.

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Dev

393

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Seeds on Rails: The Best Way to Create and Feed Your Rails Database

Seeding a database is an essential step in Rails development, whether you’re setting up a new project, testing features, or ensuring a smooth onboarding experience for new developers.
The standard way to seed data in Rails is by using the db/seeds.rb file and running 'rails db:seed'. This executes the Ruby code inside seeds.rb, inserting records into the database.
Some best practices for seeding in Rails include keeping seeds idempotent, using Faker for realistic data generation, using ActiveRecord-Import for bulk inserts, organizing seeds into multiple files, and seeding data based on environment.
Seeding your database properly can make development and testing much smoother, and following best practices ensures efficiency and maintainability.

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