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Hate Copilot? You might change your mind if this hint that it’ll extend your laptop’s battery life is true

A new feature called 'Windows Health and Optimized Experiences' service may involve utilizing Copilot to improve laptop battery life in Windows 11, though it's still a speculative rumor at an early stage.
Recently discovered in a Windows 11 preview build, the 'Windows Health and Optimized Experiences' service is speculated to focus on optimizing the Windows 11 system.
This service seems to examine battery-related telemetry, collecting data on power usage to identify factors affecting battery life.
Notably, the code references 'efficiency Copilot,' hinting at potential AI assistant involvement in monitoring and optimizing laptop power efficiency for extended battery life.
The feature could potentially allow Copilot to adjust settings to maximize battery longevity based on usage patterns and hardware factors.
While the utilization of Copilot in this capacity seems promising, it is still speculative, and Microsoft might change or abandon the idea during testing.
If implemented, the feature could offer recommendations or automatic adjustments to optimize power efficiency on laptops and desktop PCs running Windows 11.
The possibility of limiting this feature to Copilot+ PCs as part of Microsoft's strategy to promote these devices cannot be ruled out.
If realized, this feature could contribute to reducing power consumption, potentially leading to energy savings and enhanced battery life for users.
Further developments and confirmation from Microsoft are awaited to know if and how this rumored battery optimization feature involving Copilot will be integrated into Windows 11.

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TechBullion

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Smart Tips to Integrate Your Software with CDP Solution

Integrating software with a customer data platform (CDP) is crucial for better personalization, analytics, and decision-making.
Define specific goals before integration to ensure you choose the right CDP features and avoid unnecessary tools.
Cleanse data before bringing it into the CDP to ensure accurate insights and smooth functioning.
Collaborate with developers, understand APIs, and test thoroughly to ensure a successful and efficient CDP integration.

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101Blockchains

280

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The Rise of AI Agents: Automating Knowledge Work in Web3

Technological innovations like AI and Web3 are transforming digital transformation by combining unprecedented data processing abilities with decentralization and transparency.
AI agents in Web3 represent a fusion of powerful technologies and have the potential to automate knowledge work.
AI agents are autonomous software programs that can revolutionize interactions and operations within decentralized ecosystems.
They use reasoning, planning, learning, and adaptability to achieve goals, unlike conventional rule-based software.
AI agents collect data, reason through it using AI models like LLMs, take actions, and continually learn to enhance performance.
In Web3, blockchain enables decentralized data ownership, peer-to-peer interactions, and censorship resistance, setting the stage for AI agent integration.
The decentralized nature of Web3 allows AI agents to run on distributed networks, boosting resilience and censorship resistance.
Web3 tokenomics facilitates incentivizing the development and utilization of AI agents, fostering a collaborative ecosystem.
AI agents impact knowledge work in Web3 through automation in DeFi, enhancing gaming experiences, and streamlining DAO operations.
Technological advancements like powerful LLMs and layer 2 solutions continue to strengthen the bond between AI and Web3.

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Tech Radar

389

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Opera rethinks the role of the browser with Neon, the first AI agentic web browser that will do tasks for you

Opera Neon is a new premium subscription web browser that uses AI to understand and perform tasks for users.
The browser offers features like producing reports, making websites, coding projects, and more with simple voice commands.
Opera Neon is fully agentic, allowing users to interact with AI to fill forms, make reservations, shop, and browse securely within the browser.
The browser simplifies functionality into three options: Chat, Do, and Make, offering innovative AI capabilities for browsing tasks.

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Medium

231

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How MCP Works: Transforming the Future of Large Language Models

MCP stands for Mixture of Compressed Experts, a concept that enhances the Mixture of Experts (MoE) model by incorporating compression techniques to address memory requirements.
Traditional MoE models involve a set of expert sub-models, with only a few experts activated per input to improve computation efficiency. However, an increase in the number of experts leads to larger model sizes and higher memory usage.
MCP overcomes this challenge by using compressed, lightweight experts that maintain a significant portion of the original capacity, promoting memory efficiency.
MCP signifies a new approach for large language models, emphasizing efficiency, accessibility, and scalability to ensure sustainable and usable AI performance in real-world applications.

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Medium

285

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The Daily Tech Digest: 28 May 2025

The field of Artificial Intelligence and Machine Learning sees significant advancements in model evaluation, application diversity, and strategic investments.
Nick Clegg of Meta asserts that requiring artists' permission for AI training could hinder the industry's progress.
AI's energy consumption projection of up to 82 terawatt-hours this year poses sustainability challenges.
Digital privacy concerns in the AI era highlight risks from data scraping, AI-driven scams, and increased government surveillance.
Google CEO Sundar Pichai discusses the future role of AI agents in enhancing user interactions and search experiences.
AI's impact on entry-level tech jobs raises questions about workforce adaptation and career pathways in an AI-driven economy.
WordPress forming a dedicated AI team indicates a transformation in web publishing and content management strategies.
OpenAI exploring 'Sign in with ChatGPT' could expand user authentication across digital services, enhancing the AI ecosystem.
The increasing sophistication of cyber threats underscores the need for robust cybersecurity measures and rapid patching.
Malware hiding in developer tools poses risks of data theft and system compromise, emphasizing the importance of thorough audits.

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Hackernoon

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React Hooks Are Powerful—But Here’s What They Won’t Fix

React Hooks have revolutionized React by simplifying state management, effects, and logic in functional components.
However, Hooks cannot fix issues related to bad design choices, unclear component logic, or rushed development decisions.
They excel at managing state, running side effects, reusing logic, working with refs, optimizing renders, and subscribing to context.
Hooks do not inherently resolve confusion in component logic or poor separation of concerns within React applications.
Improper usage of Hooks can lead to complex and unmaintainable code, especially when business logic, side effects, and rendering are mixed.
Proper refactoring and abstraction are essential for improving the maintainability and clarity of React components using Hooks.
Hooks also cannot fix issues related to poor naming conventions, state mismanagement, unnecessary rerenders, or lack of testing and debugging.
While Hooks provide powerful tools for React development, developers need to use them judiciously and consider overall code structure.
Simplicity in React applications does not solely come from utilizing Hooks but relies on how effectively they are integrated and structured.
Understanding the limitations and best practices around Hooks is crucial for building maintainable, performant React applications.
Hooks offer improved syntax, cleaner APIs, and ease of composition, but developers must focus on code organization and logic clarity for successful implementation.

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Dev

262

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Blockchain Use Cases

The author initially dismissed blockchain technology but later found it to be useful in various real-world scenarios.
Blockchain was instrumental in resolving the 'Great Avocado Crisis' of 2022 by enabling real-time tracing of supply chain data, saving money and reputation.
Smart contracts automated payment releases for freelancers like designers, ensuring timely payments without chasing invoices.
Blockchain-based digital identity provided enhanced security and control over personal data, avoiding frequent password resets and offering peace of mind.

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Dev

108

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Part 8: Common Utility Tools (Part 2)

Proper encapsulation and reuse of utility classes are crucial in HarmonyOS app development for improving efficiency and code robustness.
Commonly used utility tools in projects include permission management, logging, window and screen management, system API encapsulation, date formatting, and audio processing.
Recommendations include using @kit.AbilityKit for permission management, @ohos.hilog for logging, and WindowUtil for window and screen management in HarmonyOS.
Utility classes should follow single responsibility principle, have simple interfaces, and developers should refer to Official Documentation and ArkTS Coding Style Guide for best practices.

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Hackernoon

362

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Disposable Software Are Killing the App Store

Disposable software has revolutionized the creation process, offering instant, customizable apps with no coding required.
AI tools like xAI's Grok and OpenAI's ChatGPT turn spoken ideas into functional applications in seconds, challenging the traditional App Store model.
Creators like Ronnie Huss advocate for software that reflects personal expression and artistry rather than generic mass-produced apps.
Disposable software encourages creativity without fear of failure, allowing for unique and fleeting apps tailored to individual needs.
A future shaped by disposable software envisions a day where personalized apps impact various aspects of life, from news consumption to wellness routines.
Paying for possibilities rather than products, disposable software offers a flexible payment model where users can access apps for specific needs.
While some apps like Salesforce and Photoshop will endure, disposable software caters to short-term, personal needs rather than long-lasting, complex tools.
However, challenges such as ethical considerations and security risks accompany the rise of disposable software, necessitating careful attention.
To engage with disposable software, individuals can utilize AI tools, smart devices, and online communities to ideate, create, and share personalized apps.
Embracing the rebellion of disposable software means shifting from passive app consumption to active participation in shaping the future of software creation.

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Global Fintech Series

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1 in 5 Consumers Avoid Filing Claims Due to Frustrating Digital Processes, According to Insurity’s Latest Survey

A recent survey by Insurity revealed that 22% of consumers have avoided filing insurance claims due to frustrating or complicated digital processes.
The survey also found that 64% of consumers would consider switching insurers for a more seamless digital experience, emphasizing the importance of intuitive digital interactions in retaining customers.
Insurers are urged to prioritize user-centric digital experiences, especially during the claims process, to build trust, loyalty, and long-term customer value.
The survey highlighted the critical impact of poor claims experiences on trust and customer loyalty, underscoring the need for insurers to invest in technology paired with a strong emphasis on user experience.

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Dev

122

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App Security & Performance

Building an app involves the critical aspects of security, performance, and user satisfaction.
For security, measures like hashing passwords, sanitizing user input, and rotating tokens are crucial to prevent unauthorized access.
Regarding performance, optimizing loading speed, using service workers and CDNs, and minimizing asset sizes are key to retaining user engagement.
Balancing security and performance is a constant challenge for developers, requiring trade-offs to ensure both aspects are adequately addressed.

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7 Likes

Medium

268

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Inspect Rich Documents with Gemini Multimodality and Multimodal RAG Skill Badge- Google Cloud…

Celebrating the successful completion of the Google Gen AI Skill Badge journey
Mastered Vertex AI Jupyter Notebooks and Multimodal RAG systems
Acknowledging support from TechXNinjas Founder Aadil Latif, MD SOHRAB, Ayan Memon, Lavish Sheth, and industry leaders in the AI and Cloud space
Excited to apply expertise in AI-driven projects and contribute to the future of AI innovation

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Dev

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5 Developer Tasks I Completely Offload to AI Now

Frontend developers are increasingly relying on AI to offload tasks like researching concepts, generating complex utility functions, comparing libraries or tools, writing boilerplate code, and summarizing or writing documentation.
AI tools like ChatGPT help developers conduct research faster by providing quick and summarized answers to questions about libraries, API behaviors, and coding patterns.
Developers now use AI to generate tedious utility functions, compare different tools or libraries, set up boilerplate code or config files, and even assist in summarizing or writing documentation for projects.
By delegating repetitive and time-consuming tasks to AI, developers can focus more on core logic, clean architecture, user experience, and problem-solving, improving overall productivity and efficiency in their workflow.

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1 Like

Medium

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AI-Powered Diagnostic Tools — Revolutionizing Healthcare Services in Dubai

Dubai is investing in AI for healthcare to become a top-tier smart city with a focus on implementing AI-powered diagnostic solutions.
AI-powered tools in healthcare facilities like Smart Salem Medical Center in Dubai deliver medical tests in under 30 minutes, saving crucial time compared to traditional methods.
AI diagnostic tools analyze patient data like X-rays, CT scans, and lab reports to provide accurate insights within seconds, assisting doctors in diagnosis and treatment.
Tech firms like Theta Technolabs play a crucial role in developing digital infrastructure and platforms to support AI tools in healthcare for faster diagnostics, streamlined workflows, and improved patient care in Dubai.

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