Standout Systems by Teodora

Standout Systems by Teodora

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The Responsible AI Clinic
AI in 60 Seconds
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How I run clinical AI experiments in 2026: the full Claude Code system that produces FDA-ready evidence
A note before you read
May 14 • Dr Teodora Szasz
If this week looks like 90 days ago, you are decaying
What I actually work on with clients who tell me things are finally stable.
May 13 • Dr Teodora Szasz
The writers I respect almost all sound like me. That isn't sampling bias - that's the finding.
I ran Voice Mirror on 58 writers I respect. The result was uncomfortable.
May 11 • Dr Teodora Szasz
The single sentence that turns Claude Code into a finished product
Last Tuesday I gave Claude Code a task and walked away.
May 10 • Dr Teodora Szasz
The 10-line file that stops Claude Code from breaking your project
Last week I watched Claude Code try to rm -rf a directory of model checkpoints I had spent two days training.
May 10 • Dr Teodora Szasz
If you typed it twice today, it should be a skill
Here is the four-word command that turns Claude into your apprentice - and the three skills you should build before Monday.
May 8 • Dr Teodora Szasz
The 30-line file that taught Claude Code my entire job
Better prompting is linear. Better systems compound. The single file that turns Claude Code from a clever assistant into infrastructure.
May 7 • Dr Teodora Szasz
I just put Claude inside my terminal. I am not the same engineer.
ChatGPT in a browser is a consultant. Claude Code in your terminal is a teammate. Three demos that prove the difference, and the four-rule discipline…
May 6 • Dr Teodora Szasz
Stop asking Claude questions. Start running missions.
Asking is a lookup. Partnering is leverage. Here is the workflow: with a free, legal, twenty-minute demo on a real Linux server that will reset how you…
May 5 • Dr Teodora Szasz
I am about to make DeepSeek betray you in 11 words
A working prompt injection demo, a free hackable wizard, and the 4-line defense. Ten minutes. You will never paste a document into an LLM the same way…
May 4 • Dr Teodora Szasz
How to read logs like a hacker (and why every clinical data scientist should)
Open a terminal. In ten minutes you are going to spot a PHI leak in a real DICOM file, triage a real PyTorch failure, and harden a deployment config…
May 3 • Dr Teodora Szasz
Your Genome Has 7 Million Questions. Agents Just Started Answering Them.
Heads up: This post contains a screenshot from a real laparoscopic procedure (second half of the article).
May 2 • Dr Teodora Szasz
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