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When You Have a Girlfriend

Having a girlfriend means having someone who cares about you, providing companionship and support.
Knowing each other's preferences and quirks helps deepen the relationship and make it more meaningful.
Shared experiences and memories create a strong bond and serve as building blocks for the relationship.
Open communication, compromise, and respecting personal space are essential for a healthy relationship.

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Medium

Trade of life

For the ultra-wealthy, buying extra years could prolong their lives and widen the gap between rich and poor.
The poor may feel compelled to sell their years due to debt or financial hardship.
A market for life-years raises ethical concerns and psychological tolls on both sellers and buyers.
Trading life-years could erode the value of time itself and create a future divided between the wealthy and less fortunate.

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Medium

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Speed Means Nothing Without Real Feedback

The agile era of software delivery puts too much emphasis on speed and ignores the other benefits of small batches.
Small batches remove complexity and prevent dangerous interactions when implementing changes in software development.
Small batches allow for redirection of investment and provide opportunities for early feedback, ensuring the intended impact of efforts.
Organizations that prioritize speed over feedback fail to connect the importance of feedback to their goals.

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Sdtimes

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ActiveState relaunching its platform for open source management

ActiveState, which previously managed open source dynamic programming languages, has rebranded and released an open source management platform to help users streamline DevSecOps, manage open source risks and ensure supply chain security with tools for discovery, analysis, remediation and governance.
It proactively manages open-source risks, and ensures reproducible builds and streamlines upgrades, reducing the burden on developers.
Most software applications today are less secure than they have ever been, Baker said.
Software supply chain attacks are expected to double by 2030, to about $140 billion. Organizations need to become much more proactive in how they manage open source, using tools to enforce policies that cause the least amount of disruption to the development process and foster greater collaboration, said ActiveState CEO, Stephen Baker.
Among the capabilities of new ActiveState Open Source Management Platform are the ability to discover open source, monitor it through a single dashboard, and facilitate analysis, prioritisation, policy and governance.
ActiveState integrates with existing tools to keep the open source current and more secure. It eliminates 90% of the undifferentiated heavy lifting that every developer needs to do to research dependencies, upgrades, and risk before integrating new open-source into their organization.
ActiveState offers an open source supply chain security platform that is built on automation to provide timely insights into how vulnerable open source is and what developers should do to make it less vulnerable.
The platform is for customers to manage their own open-source that they are consuming, a much more secure format that will improve the application security posture and, in return, not destroy developer productivity.
With ActiveState, there is no reactive model. Instead, it applies all the rules and policies even before open-source gets into user's organizations, so that clean and compliant open source is incorporated when the application is being built.
Every organization on the planet is now dependent on open source, and threat actors and cyber attackers are now depending on the lack of organizational controls on open source to plan their next attack.

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TechBullion

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Harnessing AI Agents for Enhanced Software Validation and Verification

AI-driven agents are revolutionizing the software validation and verification process, bringing intelligence, adaptability, and efficiency compared to traditional methods.
AI-controlled agents are autonomous learning-driven systems that perform testing and adapt driven by data and evolving patterns.
Predictive defect analysis utilizing machine learning models based on historical defect data, usage patterns, and application behavior can identify risk-prone areas during testing.
Reinforcement Learning allows AI agents to navigate intricate software paths and simulate various user interactions providing continuous learning to improve software validation.
NLP models are used to verify the alignment of implemented functionality against the user requirements in software validation. Discrepancies are quickly identified allowing for early detection of discrepancies and mitigating late-stage rework.
Self-healing automation, smart object recognition with computer vision, and Federated Learning for privacy-centric testing are the essential components of AI-driven V&V frameworks.
AI-driven V&V frameworks offer autonomous testing in high regulated environments ranging from healthcare, finance, to retail.
Continuous testing and enhanced test coverage are improved through scenario generation, and the reduction of human error and testing time further results in better reliability and quality.
Emerging trends towards explainable AI (XAI) for debugging transparency, Generative AI for automated test creation and Real-Time Adaptive V&V in IoT Ecosystems, align themselves with this evolving AI technology promoting reliability in software validation.
AI agents are poised to become significant in achieving reliable, high-quality software, supporting robust CI/CD workflows and minimizing the impact of software defects across industries.

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Pcgamer

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A new math benchmark just dropped and leading AI models can solve 'less than 2%' of its problems... oh dear

Epoch AI has released FrontierMath, a mathematical benchmark designed to evaluate advanced reasoning capabilities in AI systems.
Current AI models can solve less than 2% of FrontierMath problems, indicating a substantial gap between AI capabilities and mathematical expertise.
FrontierMath problems are extremely challenging and require extended chains of precise reasoning in various mathematical domains.
While AI models are not yet on par with human mathematicians, benchmarks like FrontierMath provide opportunities for improvement in AI reasoning abilities.

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Pcgamer

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New MIT study shows what you already knew about AI: it doesn't actually understand anything

A new study from MIT reveals that large language models (LLMs), such as those used in powerful chatbots, do not understand anything.
MIT researchers developed new metrics to test AI models, focusing on deterministic finite automations (DFAs).
The study found that LLMs performed well in providing driving directions in New York City but struggled when faced with detours, revealing a lack of accurate internal models.
The research emphasizes that LLMs rely on prediction rather than reasoning and understanding, and their accuracy can quickly diminish in real-world scenarios.

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TechBullion

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Comparing the Best Solutions for Efficient Financial Document Management

Managing financial documents can feel like navigating a maze. The right document management solution could be your golden ticket to financial clarity and compliance. Efficient financial document management streamlines operations and boosts productivity. Platforms like DocuWare, Zoho Docs, M-Files, and Dropbox Business offer unique features tailored to different business needs for financial document management. When evaluating platforms, consider their pros and cons, pricing options and security measures. A user-friendly interface, accessibility, and integration capabilities are also crucial. Real-life examples highlight the effectiveness of platforms for safe and efficient financial document storage.
DocuWare excels in automation and workflow management, making document retrieval swift and seamless. Zoho Docs provides a user-friendly interface at an affordable price point. M-Files is known for its intelligent metadata-driven approach. Dropbox Business offers strong collaboration tools. SharePoint from Microsoft integrates seamlessly with other Microsoft tools.
Several pros and cons come with platforms for financial document storage. Some platforms offer robust security features that protect sensitive information from unauthorized access, while others have complex interfaces that can hinder productivity. Each solution comes with its own pricing structure, often influenced by features offered, and there are varying levels of customer support across providers.
When evaluating platforms, choosing a solution with encryption, multi-factor authentication, regular backups, and audit trails not only enhances protection but fosters trust among stakeholders. A user-friendly interface, intuitive design, accessibility, customizable dashboards, and easy search functions significantly contribute to an enjoyable user experience. Platforms that integrate with existing software stack save time and reduce errors. With tailored solutions, operations across various industries transform while effectively managing financial documents.
Assessing company-specific needs, scalability, user experience, customer support, and integration capabilities with existing tools like accounting software or project management apps is crucial. A scalable solution will accommodate evolving business processes without disrupting operations.

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Medium

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Serverless Apps on Cloudflare

Ashley Peacock’s book on Cloudflare is now fully released.
The book introduces a better way to build applications and highlights improved productivity and ease of deployment.
Readers will learn in detail about serverless, its functionality, and how to build serverless applications on Cloudflare.
A 40 percent discount on the ebook is available using the coupon code APAPPSCOMPLETE.

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Medium

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Software² — AI That Builds & Operates Full-Scale Software Products

AI-driven platforms are increasingly taking over tasks involved in software development, including writing code, designing interfaces, and running tests.
AI tools contribute to every stage of a software product's lifecycle, from conceptualization to continuous improvement, deployment, monitoring, and scaling.
The future vision is an AI that fully runs a software product company, autonomously generating code, managing operations, understanding customer needs, and iterating on features.
The benefits of AI-driven software development include faster time to market, lower barriers to entry, cost efficiency, and the ability for humans to focus on strategy and guidance.

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Webkul

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How to build an E-Book Marketplace

An online e-book marketplace is a platform where users can browse, purchase, and instantly download digital books across various genres and formats.
Key features of an e-book marketplace include a vast and diverse collection, instant download access, user-friendly interface, robust search & filter options, book previews and reviews, and multilingual and multi-currency support.
Benefits of an e-book marketplace include convenience and portability, eco-friendly option, global reach for authors and publishers, and cost-effectiveness for readers.
The global e-book market is projected to reach US$15.33 billion by 2027, with significant growth seen in educational, self-help, and fiction genres.

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Medium

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How Long Does It Take to Develop a Social Media App?

The time to develop a social media app depends on features, team, and budget.
Basic apps with essential features take 3-6 months, while fully-featured platforms can take 6 months to a year.
Using the Minimum Viable Product (MVP) approach, an initial version can be developed in 3-4 months.
Testing and refining the app can take several weeks or months.

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Dev

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Top 10 API Load Testing Tools

Apidog is an all-in-one API development platform with robust load testing capabilities for simulating high-traffic scenarios, and integrates API design, testing, and documentation on a single platform.
JMeter is a powerful and robust open-source tool for API load testing, supporting multiple protocols, providing users with the ability to create custom test plans, and delivers detailed insights into latency, throughput, and error rates.
LoadRunner is known for its scalability and rich feature set, capable of simulating a wide range of traffic loads, and delivers deep analytics about API performance while supporting numerous protocols for enterprise-level testing.
Gatling is a popular open-source load testing tool focused on APIs and web applications. It offers real-time monitoring, seamless integration into DevOps pipelines, and supports detailed scenario creation via scripting.
BlazeMeter is a cloud-based load testing tool known for its user-friendly interface, multi-protocol support that handles small to large traffic volumes, and extensive integration with tools like Jenkins and JMeter, making it an ideal cloud-centric choice.
Locust is an open-source, Python-based, load testing tool that offers flexibility and ease-of-use with extensive customization options, allowing for large-scale traffic simulations, and provides real-time feedback on API performance.
K6, a modern load testing tool, delivers actionable performance metrics, is lightweight yet powerful, offers custom test scenarios via JavaScript scripting, provides immediate performance insights, and can easily integrate with cloud infrastructures for large-scale testing.
Artillery is a straightforward yet powerful load testing tool built for modern APIs and web applications. It focuses on enhancing the developer experience, is easy to integrate, offers customizable test scenarios with a simple setup, and is capable of simulating large traffic loads.
ReadyAPI is a commercial tool for API testing, including load testing, offering comprehensive API testing that combines functional, performance, and security testing, an easy-to-use drag-and-drop interface for quick test creation without scripting, and detailed reports offering deep insights into performance metrics.
SoapUI is a versatile functional and performance testing tool, well suited for REST and SOAP APIs, supporting multiple API protocols to cater to diverse testing needs, delivers customizable load testing creating complex test scenarios, and offers detailed insights into response times and system performance.

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Medium

250

Redefining AI through Data Sovereignty: Insights from Industry Leaders

Data sovereignty is crucial in AI to protect privacy and ensure transparency.
Companies like Entrova are building decentralized platforms to manage and optimize data for AI.
Decentralization through blockchain can maintain data ownership and control.
AI can help enforce data sovereignty by tracking ownership, distribution, and lineage.

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Cryptoslate

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Linea Association unveils plan for decentralized governance with LINEA token

The Linea Association has been formed to oversee the development and governance of Linea's open-source technology and ecosystem.
They plan to decentralize the Linea Network by launching the LINEA token, enabling community-driven governance.
The Association's mission includes supporting the growth of Linea Mainnet, advancing decentralization, and empowering developers.
The governance structure will feature a Board of Directors, a General Assembly, an Executive Director, and a token governance body.

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