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355
I believe that instead of AI directly replacing people people who know how to use AI are more likely to replace those who don’t.
The reason is that AI itself isn’t a person that makes decisions independently. It’s a tool that enhances human capabilities. If someone knows how to use AI effectively, they can complete in 1 hour what might take another person 5 hours to do.
So the question in the future won’tሀ#ሀ be Will AI replace me? It will be, Where do I stand among the people who know how to use AI?
Someone who fears AI may end up losing their position to someone who knows how to work with it
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Repost from N/a
THE ANATOMY OF A FULLSTACK
APPLIED AI ENGINEER
◆ They don't train foundation AI models from scratch.
◆ They build real-world products around (on top of) them.
HOW THEY BRIDGE AI RESEARCH
AND SOFTWARE ENGINEERING:
◈ FULLSTACK FOUNDATION
› Build the complete software architecture — from the frontend to the backend, servers, and databases.
◈ APPLIED AI
› Take existing models like GPT-4, Claude, or open-source LLMs and integrate them into real applications through APIs.
◈ RAG & TOOLING
› Use Vector Databases, LangChain, and RAG (Retrieval-Augmented Generation) to make AI actually useful — working with private data, maintaining context, and executing workflows.
IN SHORT:
MACHINE LEARNING RESEARCHERS
▸ BUILD THE BRAIN.
FULLSTACK APPLIED AI ENGINEERS
▸ BUILD THE BODY.
▸ CONNECT THE NERVOUS SYSTEM.
▸ PUT IT TO WORK.
@KeyCoodes
355
My phone runs out of charge and suddenly i’m left alone with the one thing I was trying to avoid my own thoughts 😭
GN
355
Repost from Lidiya Bokona
financial independence isn't just about having spending money for some stuffs. It's about having enough control over your own life that your entire future isn't determined by whoever happens to be paying the bills
355
btw today was honestly such a great day👌
I got the chance to meet and connect with some people who are very important to my work people I’ve been hoping to meet for a really long time
Alhamdulillah after waiting for so long i finally made it happen today.
GD NIGHT
