---
title: "Discussion on \"From Ignorance to Evidence\" | Hashnode"
description: "Discussion on \"From Ignorance to Evidence\". Why a Coin Toss Is More Than Just 50/50"
url: "https://hashnode.com/posts/entropy-likelihood/6883cfbd41144f381c3c3b11"
---

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Discussion

# [From Ignorance to Evidence](https://kunalkumarsahooai.hashnode.dev/entropy-likelihood?utm_source=hashnode&utm_medium=feed)

Why a Coin Toss Is More Than Just 50/50

Jul 25, 2025 · 7 min read · kunalkumarsahooai.hashnode.dev  
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-   [#likelihood](https://hashnode.com/tag/likelihood)
-   [#probability-and-statistics](https://hashnode.com/tag/probability-and-statistics)
-   [#entropy](https://hashnode.com/tag/entropy)
-   [#machine-learning](https://hashnode.com/tag/machine-learning)

## Written by

[Kunal Kumar Sahoo](https://hashnode.com/@kunalkumarsahoo)

@kunalkumarsahoo · India

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

Student | Developer | Researcher

I am a Ph.D. student exploring Embodied Intelligence. I write about Math, CS, AI and my views on them.

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