Ágoston Török – Medium

Ágoston Török

Ágoston Török
in
Generative AI

The Most Terrifying Game You Can Play with ChatGPT

I wanted to develop a fun party game but the first time testing it left me deeply unsettled

4 min readMar 15, 2024

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The Most Terrifying Game You Can Play with ChatGPT

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Ágoston Török
in
Promaton

How to avoid KPI psychosis in your organization?

A practical guide to a good measurement culture where numbers don’t replace common sense

5 min readAug 22, 2023

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How to avoid KPI psychosis in your organization?

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Ágoston Török
in
DataDrivenInvestor

Data-centric vs. model-centric AI from a statistical viewpoint

Is it just another variation of the old Bayesian vs. frequentist debate?

6 min readJul 11, 2022

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Data-centric vs. model-centric AI from a statistical viewpoint

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Ágoston Török
in
DataDrivenInvestor

The 10 Most Important Jobs for ML Products in 2022

Find the right technical career track for your profile with this simple overview

7 min readFeb 11, 2022

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The 10 Most Important Jobs for ML Products in 2022

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Ágoston Török
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Towards Data Science

Design patterns in machine learning

Can we abstract best practices to real design patterns yet?

5 min readApr 18, 2021

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Design patterns in machine learning

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Ágoston Török
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DataDrivenInvestor

Is there data science without statistics?

With automation in all steps of machine learning, the valid question arise whether we should learn statistics at all

4 min readJan 18, 2021

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Is there data science without statistics?

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Ágoston Török

How to complete a task you cannot complete?

Bogeyman tasks are best handled just like bogeymen in movies: by chunking.

4 min readAug 12, 2020

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How to complete a task you cannot complete?

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Ágoston Török
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Towards Data Science

Why do overdue tasks take a long time to finish?

We asked ourselves this question many times. Here is the answer using some common sense and some light statistics.

7 min readApr 20, 2020

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Why do overdue tasks take a long time to finish?

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Ágoston Török
in
Towards Data Science

Three challenges of the AI product lifecycle

Working on AI products — Whether it is retail, IoT, or marketing — data scientists face similar challenges. Some of these challenges are…

7 min readMar 13, 2020

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Three challenges of the AI product lifecycle

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Ágoston Török
in
Towards Data Science

Lean + Data Science

tl;dr 1. data science practice is full of waste 2. hypothesis testing helps to reduce it 3. communication is also effectively diminish it

6 min readAug 19, 2019

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Lean + Data Science

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Ágoston Török

Ágoston Török

I’m CTO at Promaton. Previously, I was leading R&D at Synetiq and at Coach-AI, have a PhD in cognitive neuroscience, and did research around the globe

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