Day 3 of learning AI engineering from zero.
Today was all about how LLMs actually work and stay safe
Pre-training vs Fine-tuning vs RLHF
Tool use & Multimodality
AI Security (Jailbreaks, injection, poisoning)
The learning curve is steep but the tech is fascinating
Day 2 of learning AI engineering from absolute zero
Learned 3 things today:
How a Neural Network works?
How a Neural Network learns?
How a Neural Network fixes its mistakes?
https://t.co/tL0L7Mn9u9
CEOs are quietly realizing the AI replacement plan has a problem.
Two problems, actually.
One: the token costs for running AI agents are now exceeding what they were paying the employees they fired.
Two: when the tokens run out, the AI stops. Just stops. No continuity. No workaround. Just a spinning wheel where your workforce used to be.
You fired humans to save money and bought a subscription that bills you into a corner.
The employees you let go knew what to do when things broke.
The AI just invoices you for the outage.
And then thereโs the permission problem nobody wants to talk about.
To do its job, the AI agent needs access. Full access. Your systems, your patents, your contracts, your future plans. Everything you spent years building, handed over to a process that has no loyalty, no discretion, and no skin in the game.
You didnโt hire a replacement.
You gave a stranger with no soul the keys to everything you own.
Enjoy.