still figuring out AI, one post at a time

a series for SOC analysts learning AI from the ground up.

twelve posts. one concept per post. short reads. built for people who work on top of AI systems every day and want to understand what’s underneath.

#	post
0	why a soc analyst is learning AI (and why you should too)
1	AI, ML, deep learning — same thing? not quite
2	teaching machines with examples — like training a junior analyst
3	your SOC playbook is literally a decision tree
4	drawing the line — how machines separate threats from noise
5	no labels, no problem — finding patterns in the chaos
6	this is literally what your SIEM does — now let’s understand it
7	learn by doing — how AI figures things out the hard way
8	the brain analogy everyone uses — here’s what it actually means
9	how AI sees images and reads sequences — two tools, one post
10	the AI everyone is talking about — how does it actually work
11	from noise to meaning — the quiet revolution in AI