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Showing posts from August, 2026

Is ai making programmers smarter or dummer?

The debate over whether AI is making programmers smarter or dumber isn't really a question of human intelligence—it is about a fundamental shift in what the job of programming actually requires. The growing consensus among developers is that AI tools are a double-edged sword: they can either atrophy your skills or radically amplify your capabilities, depending entirely on how you interact with them. Here is how AI is reshaping the developer brain. The "Dumber" Argument: Skill Atrophy When developers rely too heavily on AI, certain foundational coding muscles can start to rust.  * The Illusion of Competence: Tools like ChatGPT and GitHub Copilot allow developers to instantly generate complex blocks of code. The danger lies in developers shipping React components or backend logic that they do not fully understand. This copy-paste mentality can introduce hidden security flaws, edge-case bugs, and fragile systems.  * Outsourcing the Struggle: Traditionally, wrestling with a d...

Direction of future technology 🛳️🚄🚖🏦

 If I connect the long-term patterns across mathematics, science, computing, economics, history, engineering and current investment, I see a fairly clear direction. The biggest shift Humanity is moving from: “How can humans do more work?” toward: “How can we build systems that do the work of discovery, production and decision-making?” AI is the central accelerator, but it is only one part of the shift. Stanford's AI Index shows how rapidly AI has moved from a specialized field into science, medicine, transportation, business and programming; industry produced nearly 90% of notable AI models in 2024.  I would rank the emerging directions roughly like this: Direction Human focus is moving toward 🤖 AI Artificial intelligence that can act, not just answer 🔬 Science AI-assisted discovery rather than manually testing everything 🧬 Biology Programming biology, gene/cell therapies, drug discovery 🦾 Robotics Giving AI a physical body ⚡ Energy Massive cheap, reliable electricity 💻 C...