---
title: "Mohammed Fahd Abrah (@mohammed-fahd-abrah) | Hashnode"
description: "Building knowledge, sharing impact through code and AI. Read the latest articles by Mohammed Fahd Abrah on Hashnode."
url: "https://hashnode.com/@mohammed-fahd-abrah"
---

@mohammed-fahd-abrah

# Mohammed Fahd Abrah

@mohammed-fahd-abrah · Kuala Lumpur, Malaysia · Joined April 2026

Building knowledge, sharing impact through code and AI.

[Website](https://www.programming-ocean.com/Mohammed-Al-Abrah-Profile.php)

### [AI Paper Review: Generative Modeling by Estimating Gradients of the Data Distribution](https://freecodecamp.org/news/ai-paper-review-generative-modeling-by-estimating-gradients-of-the-data-distribution?utm_source=hashnode&utm_medium=feed)

Today, diffusion models have become one of the most influential families of generative AI systems. They power applications ranging from image synthesis and editing to video generation, scientific disc

37 min read · [freecodecamp.org](https://freecodecamp.org/news/ai-paper-review-generative-modeling-by-estimating-gradients-of-the-data-distribution?utm_source=hashnode&utm_medium=feed)

[Aug 12](https://hashnode.com/posts/ai-paper-review-generative-modeling-by-estimating-gradients-of-the-data-distribution/6a7ce718716450a8062b0352)

### ["Relaxation and its Role in Vision": The 1977 PhD Thesis That Helped Shape Modern AI Research](https://freecodecamp.org/news/relaxation-and-its-role-in-vision-the-1977-phd-thesis-that-helped-shape-modern-ai-research?utm_source=hashnode&utm_medium=feed)

When people think of Geoffrey Hinton, they usually think of backpropagation, Boltzmann Machines, Deep Belief Networks, or the deep learning revolution that transformed artificial intelligence. But few

28 min read · [freecodecamp.org](https://freecodecamp.org/news/relaxation-and-its-role-in-vision-the-1977-phd-thesis-that-helped-shape-modern-ai-research?utm_source=hashnode&utm_medium=feed)

[Jul 21](https://hashnode.com/posts/relaxation-and-its-role-in-vision-the-1977-phd-thesis-that-helped-shape-modern-ai-research/6a5faeb5d735fe8d9b8a5d84)

### [AI Paper Review: Deep Unsupervised Learning using Nonequilibrium Thermodynamics](https://freecodecamp.org/news/ai-paper-review-deep-unsupervised-learning-using-nonequilibrium-thermodynamics?utm_source=hashnode&utm_medium=feed)

Explore the 2015 paper that introduced diffusion models and laid the foundation

30 min read · [freecodecamp.org](https://freecodecamp.org/news/ai-paper-review-deep-unsupervised-learning-using-nonequilibrium-thermodynamics?utm_source=hashnode&utm_medium=feed)

[Jul 15](https://hashnode.com/posts/ai-paper-review-deep-unsupervised-learning-using-nonequilibrium-thermodynamics/6a57a5ffa7a08b8fa91b718f)

### [AI Paper Review: Self-Consistency Improves Chain of Thought Reasoning in Language Models](https://freecodecamp.org/news/ai-paper-review-self-consistency-improves-chain-of-thought-reasoning-in-language-models?utm_source=hashnode&utm_medium=feed)

When Chain-of-Thought Prompting was introduced, it showed that large language models could solve many difficult reasoning problems simply by thinking step by step before producing an answer. It was a

27 min read · [freecodecamp.org](https://freecodecamp.org/news/ai-paper-review-self-consistency-improves-chain-of-thought-reasoning-in-language-models?utm_source=hashnode&utm_medium=feed)

[Jul 8](https://hashnode.com/posts/ai-paper-review-self-consistency-improves-chain-of-thought-reasoning-in-language-models/6a4e9d39cf634d0e556a13ac)

### [AI Paper Review: Chain-of-Thought Prompting Elicits Reasoning in Large Language Models](https://freecodecamp.org/news/ai-paper-review-chain-of-thought-prompting-elicits-reasoning-in-large-language-models?utm_source=hashnode&utm_medium=feed)

Review of Chain-of-Thought Prompting, the landmark AI paper that showed how step-by-step reasoning improves LLM performance.

28 min read · [freecodecamp.org](https://freecodecamp.org/news/ai-paper-review-chain-of-thought-prompting-elicits-reasoning-in-large-language-models?utm_source=hashnode&utm_medium=feed)

[Jun 15](https://hashnode.com/posts/ai-paper-review-chain-of-thought-prompting-elicits-reasoning-in-large-language-models/6a30800dc3625a1a686f75f8)