Perspectives
Latest writing
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Mixture of Experts in Large Language Models
The rapid evolution of large language models (LLMs) has brought unprecedented capabilities to artificial intelligence, but it has also introduced significant challenges in computational cost, scalability, and efficiency. The…
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Understanding Self-Attention in Large Language Models (LLMs)
Self-attention is a cornerstone of modern machine learning, particularly in the architecture of large language models (LLMs) like GPT, BERT, and other Transformer-based systems. Its ability to dynamically weigh the importance of…
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Understanding Reinforcement Learning from Human Feedback (RLHF)
Reinforcement Learning from Human Feedback (RLHF) is a powerful machine learning technique that enhances the alignment of artificial intelligence (AI) systems with human preferences. By integrating human feedback into the…
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Discover Your Best Self
Have you ever paused to ask yourself: "Am I truly living as my best self?" Each of us holds immense potential, waiting to be unlocked through self-awareness, meaningful connections, continuous learning, and purposeful growth.…
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Overcoming the Fear of Moving Abroad
Have you ever dreamed of moving abroad to start a new chapter in your life, yet found yourself hesitating at the thought of leaving your comfort zone? You're not alone. Many of us feel drawn toward exciting opportunities…
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Lessons from the Smoot-Hawley Act of 1930
As we enter 2025, President Trump's renewed embrace of tariffs has once again sparked fears of economic turmoil. His administration's latest tariff measures—imposing duties as high as 25% on imports from China, Canada, Mexico,…
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Lessons from Nixon's Shock and Stagflation
In 2025, investors face significant uncertainty due to President Trump's aggressive and unpredictable tariff policies. With tariffs imposed on major trading partners such as Canada, Mexico, and China, economists warn of rising…
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Transform Struggles into Opportunities for Growth
In the fast pace of modern life, it’s easy to feel overwhelmed and disconnected from our purpose. Why do we exist? What is the meaning of life? These profound questions often get buried under the weight of daily responsibilities,…
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How to Survive in Today's Rapidly Changing Business World
In today's fast-paced, ever-evolving global economy, professionals face intense competition and constant pressure to grow. Simply performing your job well is no longer sufficient. To truly thrive, you must continuously invest in…
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Setting Up Receiving Targets for Kafka Sink Connectors
Integrating Kafka with external systems is a critical step in building scalable and efficient data pipelines. Kafka Sink Connectors simplify this process by exporting data from Kafka topics to external destinations such as APIs…
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Amazon Aurora DSQL - A Scalable Database Solution
Amazon Aurora DSQL is a cutting-edge relational SQL database designed to handle transactional workloads with exceptional performance and scalability. As a PostgreSQL-compatible, serverless solution, Aurora DSQL offers several key…
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Breaking Free from Involution
Life is a journey of growth, discovery, and transformation. Yet, many of us find ourselves stuck in invisible cycles of stagnation—trapped by fear, self-doubt, or what has come to be known as "involution". This modern term…
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