🤖 Engineers often spend 6 months collecting data, but sometimes it's more effective to modify the architecture or try different approaches. Good debuggers can be 10x to 100x faster at solving problems.
💻 The best way to learn programming is to get hands-on experience. Instead of Googling solutions, spend 5 to 20 hours figuring things out yourself to enhance your learning.
📚 Consistent effort is key. Reading 2 research papers a week for a year leads to significant knowledge accumulation. Focus on how much you do rather than just what you do.
🕒 The concept of 10,000 hours of deliberate practice can help you become an expert in any field. Choose areas that interest you and invest time in them.
✍️ Taking handwritten notes improves retention and understanding. This method helps recode knowledge in your own words.
🍝 When considering machine learning applications, start with a specific problem rather than a broad topic. Focus on solving real issues.
🌱 Always choose to create over consuming or redistributing. Creation is more fulfilling and meaningful.
🔍 AI is transitioning from a state of childhood to maturity, necessitating careful consideration of the impact of our systems before release.
🔭 Explore big questions like what is intelligence and what is life. Learning foundational concepts in math, physics, or engineering can provide long-lasting benefits.
💡 Young individuals should discover their true passions by exploring various fields and understanding their unique strengths and weaknesses.
🧠 The success of deep learning was previously underestimated due to a lack of supervised data and compute power. The missing piece was the conviction that combining these elements would yield results.
🔄 Reimplementing concepts at different levels of abstraction enhances understanding. Building systems solidifies comprehension beyond theoretical knowledge.
📈 The intuition behind deep learning's success lies in recognizing that intelligence is linked to learning, not just programming.
💪 While advice can be helpful, it's essential to approach it with caution. What works for one person may not work for another. Trust your instincts and experiences.