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Assessment: causality system.

  • The article discusses the concept of time and individual spacetime, emphasizing patience and deep thought in understanding things.
  • Linking martial arts to mental and physical harmony, it highlights the importance of balancing body and mind through sports and intellectual activities.
  • The article delves into the dynamics between active and passive states, symbolized by + and –, and their role in movement creation and redirection.
  • It explores the concept of black holes as states of activity and passivity within a nucleus, suggesting the creation of dual operation modes for each state.
  • The idea of simplicity and complexity in logic is discussed, emphasizing the need to explore both aspects to understand the true nature of things.
  • The article challenges traditional arithmetic operations, proposing abstract approaches like 1 1 = A A, encouraging thinking beyond defined limits.
  • Emphasizing transformation and understanding, it suggests that comprehension leads to action, with learning paving the way for new possibilities.
  • The article delves into causality, tying it to physical and mental training, and emphasizes the importance of asking questions before acting.
  • It touches on the interplay of action and truth, using examples like dropping a glass to illustrate the consequences of actions and responsibilities.
  • Exploring causality zones and causality mirrors, it suggests the potential for creating spiritual mirrors reflecting the spirit based on one's understanding of things.
  • The article discusses the interplay of passive and active states in transformation, highlighting the need for flexibility and exchange for evolution and development.

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How I Made $700 in 4 Hours with Google Maps (No Experience Needed)

  • Writer was challenged to make $800 in 4 hours with no existing skills.
  • Decided to use Google Maps to find opportunities.
  • Made $700 in 4 hours by leveraging Google Maps.
  • Shares step-by-step process for others to replicate over the weekend.

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5 Lazy Student Hacks That Feel Like Cheating (But Actually Work)

  • Most students struggle with perfect revision routines and find traditional productivity advice unappealing.
  • Lazy but effective student hacks incorporate psychology, AI, and clever strategies for better results with less effort.
  • Hacks include using shorter study sessions, AI tools for summarizing content, optimizing phone usage, leveraging AI for exam prep, and improving memory through context switching.
  • Being lazy in studying doesn't equate to being unintelligent; it's about finding efficient methods to achieve the best outcomes.

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Quantum AI + Generative AI: What Happens When They Merge?

  • Artificial intelligence is rapidly advancing with Quantum Computing and Generative AI (GenAI) poised to merge.
  • GenAI models like ChatGPT, DALL·E, and Stable Diffusion can create text, graphics, and code.
  • Quantum Computing can tackle complex problems at unprecedented speeds due to qubits' superposition capabilities.
  • The convergence of Quantum AI and Generative Models could revolutionize creativity, research, and computation by enabling rapid neural network training and enhanced content generation.

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EDA & AutoML with GenAI: A System Design Approach

  • Tools like Google Sheets with integrated AI-powered data analysis tools have made data analytics accessible to non-technical users.
  • Pocket Data Scientist aims to automate EDA and AutoML workflows for non-technical users while focusing on system design.
  • System Design involves defining the architecture, components, and data flow of a software system to meet specified requirements.
  • Pocket Data Scientist is structured around modularity and extensibility, with key modules responsible for tasks in the EDA and AutoML pipeline.

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Understanding the Magic of LASSO Feature Selection

  • LASSO is a technique that combines linear regression with L1 regularization to automatically select relevant features and produce sparse models.
  • The optimization function of LASSO minimizes the sum of squared residuals while constraining the sum of absolute weights, forcing many coefficients to zero.
  • L1 regularization in LASSO creates a constraint region in parameter space, essential for feature selection by forcing some coefficients to exactly zero.
  • LASSO is useful for feature importance analysis, robust to multicollinearity, and can be visualized through the regularization path of coefficients.

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Dev

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Falzz AI: A Bold African AI Platform Challenging ChatGPT, Gemini & Grok

  • Falzz AI, an ambitious AI platform, has been developed by Anzolo Kpazhi Hope from Lagos, Nigeria.
  • It offers various features like FileChat, Embeddable Chatbots, Image Generator, Voice AI, and AI-Powered Social Media Automation, tailored for emerging markets and African languages.
  • Built without VC funding, Falzz has gained traction and is already being utilized by communities, churches, schools in Nigeria.
  • Falzz showcases that African developers can build world-class tools without the need for billion-dollar budgets, emphasizing the importance of localization.

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AI-Driven Innovation in OTC Derivatives: A Business Analyst’s Roadmap for 2025

  • The OTC derivatives market is undergoing a quiet revolution in 2025, with AI playing a crucial role in simplifying the complexities associated with these financial contracts.
  • Challenges in OTC derivatives include manual processes, lack of standardization, and inefficiencies leading to discrepancies, hindered Straight-Through Processing, and increased risks.
  • AI innovations in OTC derivatives range from neural networks for pricing to NLP tools for regulatory reporting, with platforms like JPMorgan's COIN and companies like Tradeweb leveraging AI for optimization.
  • A business analyst's roadmap for 2025 in the OTC derivatives space involves stakeholder alignment, defining a product vision, agile prioritization, integration of AI models, and continuous iteration.
  • Real challenges in implementing AI in OTC derivatives include data quality, model risk explainability, bias and fairness concerns, security, and integration with legacy systems.
  • AI is seen as a tool to enhance human capabilities in OTC derivatives, with hybrid models expected to dominate by 2025, allowing humans to focus on strategic decision-making.
  • AI and humans are envisioned to work as partners in the OTC world, with AI handling operational tasks while humans bring value through empathy and strategic insights.
  • AI is reshaping post-trade infrastructure, enabling smoother processes and improved client relationships, while business analysts are key in translating technology into tangible value.
  • By 2030, AI is expected to continue shaping OTC derivatives, with further integration of AI-driven solutions and collaboration between AI and human expertise.

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Welcome to Code Applied

  • Code Applied is a blog created to provide simple, up-to-date, and practical posts for individuals working with Python, Data Science, Machine Learning, AI Agents, and automation.
  • The blog aims to offer quick solutions and tools that can be readily utilized, rather than just being bookmarked and forgotten.
  • Each post on Code Applied is designed to be useful, fast to implement, and based on real-world problems to cater to Data Scientists, Python developers, and anyone interested in coding.
  • The blog is a repository of production-ready knowledge shared in bite-sized pieces, focusing on providing hands-on solutions for various topics.

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Infosys Adds AI Agents for Invoice Processing to AP Platform

  • Infosys BPM adds AI agents for invoice processing to Infosys Accounts Payable on Cloud solution.
  • The solution aims to make invoice processing more autonomous, efficient, and accurate through generative AI services and Microsoft's AI stack.
  • The collaboration between Infosys and Americana Restaurants has resulted in improved invoice processing with increased speed and accuracy.
  • AI in accounts payable can help reduce manual burden, with a significant number of CFOs in large enterprises either actively using AI or interested in doing so.

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Dynamicbusiness

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ZeroGPT: AI content detection tool

  • ZeroGPT is an AI content detection tool designed to identify text written by AI models like ChatGPT, GPT 3, GPT 4, Gemini, and LLaMa.
  • Features of ZeroGPT include AI detection, plagiarism checker, text summarizer, paraphraser, grammar check, translator, word counter, email helper, and deep analyze technology.
  • ZeroGPT is available on WhatsApp and Telegram, offering chatbot functionality, AI detection, summarization, paraphrasing, translation, and grammar checking.
  • Pricing plans for ZeroGPT range from $7.99 to $18.99 per month, offering features like AI detection, batch file checks, plagiarism checker, AI summarizer, paraphraser, and more.

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The Robot Report

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First robot boxing match; Persona AI developing industrial humanoid

  • Persona AI is developing an industrial humanoid robot to advance robotics by personifying AI and expanding capabilities beyond traditional factory tasks.
  • The company aims to commercialize humanoid robots for heavy industry needs, focusing on product commercialization and team building for success in the robotics industry.
  • Boston Dynamics released a video showcasing the Atlas humanoid robot in an industrial parts-handling application, highlighting advancements in AI models for perception and grasping.
  • Unitree Robotics hosted the 'first humanoid robot boxing match,' demonstrating agility in robots, while UBTech plans to launch a full-size humanoid robot under $20,000 for home use.

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Horizontal vs. Vertical: Why Your AI Product Strategy Needs a Direction

  • AI products initially appeared magical, but real-world usage revealed limitations in work scenarios.
  • Horizontal AI tools offer broad creativity but may lack precision for industries like healthcare, law, or finance where vertical tools are needed for surgical precision.
  • Horizontal tools like Swiss Army knives are not suitable for vertical tasks requiring accuracy to avoid costly errors and risks.
  • When developing or marketing AI products, the choice between horizontal and vertical tools should be intentional based on the specific use case rather than aiming for AI to do everything.

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AWS Continues to Add Data Centers to Meet Demand for AI

  • Amazon Web Services (AWS) is building new data centers in Chile, New Zealand, Saudi Arabia, and Taiwan to meet the growing demand for AI.
  • AWS aims to expand its stock of Nvidia’s latest semiconductor, the GB200, and CEO Matt Garman mentioned that demand is strong.
  • AWS has 114 availability zones with plans for 12 more, serving 245 countries, but does not disclose its actual data center count.
  • The server market is expected to reach $1.3 trillion by 2028, with major players like Amazon, Microsoft, Google Cloud, and others investing in AI data centers to support AI technologies.

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Breaking Down ACP: The Agent Communication Protocol — Connecting the AI Ecosystem

  • ACP (Agent Communication Protocol) is an open standard designed for intelligent agents to communicate effectively regardless of their building structure.
  • ACP acts as a unifying protocol creating a common interface for communication between agents, making cross-agent communication simple, secure, and scalable.
  • Developed under the Linux Foundation, ACP remains open, transparent, and community-driven. Its official implementation, BeeAI, provides tools for agent deployment and running.
  • ACP uses standard HTTP and REST patterns, allowing interaction with ACP agents using familiar tools like curl, Postman, or a web browser, without the need for complex protocols.

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