---
title: "Discussion on \"Why We Need to Dissect AI Models Before They Dissect Us\" | Hashnode"
description: "Discussion on \"Why We Need to Dissect AI Models Before They Dissect Us\". We build gigantic models and, even mastering the algorithms, we don’t know exactly how they decide.\nToday I ran into two pieces that brush up against this theme. One professor created visualizations to show his students what happens in the layers of ..."
url: "https://hashnode.com/posts/why-we-need-to-dissect-ai-models-before-they-dissect-us/691b48dcc5387dce52f414c9"
---

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# [Why We Need to Dissect AI Models Before They Dissect Us](https://deepencanvas.hashnode.dev/why-we-need-to-dissect-ai-models-before-they-dissect-us?utm_source=hashnode&utm_medium=feed)

We build gigantic models and, even mastering the algorithms, we don’t know exactly how they decide. Today I ran into two pieces that brush up against this theme. One professor created visualizations to show his students what happens in the layers of ...

Nov 17, 2025 · 2 min read · deepencanvas.hashnode.dev  
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## Written by

[Ricardo Trevisan](https://hashnode.com/@trevisan)

@trevisan · São Paulo, Brazil

  
[View profile](https://hashnode.com/@trevisan)

IT Executive, Innovation Architect

A data-driven strategist with 25 years of experience transforming large-scale data intelligence into scalable digital products. My career sits at the intersection of risk, analytics, technology, and innovation, consistently leveraging data to shape decisions, build products, and unlock new revenue. I thrive where technology, strategy, and creativity meet—building systems, narratives, and solutions that turn complexity into competitive advantage and ideas into reality.

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