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Sara Bezjak

Software & QA engineer testing AI - where to trust it and where to catch it.

Location Maribor, Slovenia Joined Joined on  Email address sarabezjaksp@gmail.com

Work

Founder & QA Engineer (Freelance)

Your AI judge might be grading luck, not decisions

Your AI judge might be grading luck, not decisions

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11 min read

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Fine-tuning a content-moderation model on a laptop is easy. Trusting the result is not.

Fine-tuning a content-moderation model on a laptop is easy. Trusting the result is not.

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8 min read
The model said it read the report. It didn't.

The model said it read the report. It didn't.

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Comments 1
8 min read
A benchmark is only as good as the model you use to grade it

Costs twenty-one cents and exposes grading bias

A benchmark is only as good as the model you use to grade it

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9 min read
With an AI agent, the answer is the last place the bug shows up

With an AI agent, the answer is the last place the bug shows up

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6 min read
The hard part of attacking an AI isn't breaking it. It's telling real harm from fake.

The hard part of attacking an AI isn't breaking it. It's telling real harm from fake.

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7 min read
Search bug or model bug - testing a RAG system to tell them apart

Search bug or model bug - testing a RAG system to tell them apart

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8 min read
From a spreadsheet of questions to an app on Google Play

From a spreadsheet of questions to an app on Google Play

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4 min read
Five ways to test an LLM's answer and what each one misses

Five ways to test an LLM's answer and what each one misses

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6 min read
A QA engineer's first AI testing project - FastAPI + local LLM + pytest

A QA engineer's first AI testing project - FastAPI + local LLM + pytest

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5 min read
AI Tools for Existing Playwright + Pytest Frameworks: What Actually Works

AI Tools for Existing Playwright + Pytest Frameworks: What Actually Works

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4 min read
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