Notes since 2026

Breaking down how AI, security & data actually work.

Just a place where I write down what I'm learning — AI, cybersecurity, data, whatever's interesting that week. No fluff, just the stuff I'd want to read myself.

AI Systems Threat Analysis Data Architecture Applied Research
The log

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What I keep writing about

01

AI Systems

How models actually behave, what breaks in production, and why "it works" isn't the same as "I understand it."

02

Threat Analysis

Attack patterns worth knowing about, explained plainly instead of buried in jargon.

03

Data Architecture

Pipelines, pitfalls, and the boring plumbing decisions that decide whether your numbers are even true.

04

Applied Research

Stuff I tried to answer one specific question, failures included.

Why this exists

Just me writing down what I'm figuring out.

Pirs Intellect is basically my notebook — AI, cybersecurity, data, anything I'm digging into and want to actually understand instead of just skim.

Right now it's just posts. No sales pitch, nothing to sign up for.

Might turn into something bigger down the line. For now it's just a place to write.