---
title: "Discussion on \"The Swarm Approach: How Parallax Achieves 3x Faster AI Inference\" | Hashnode"
description: "Discussion on \"The Swarm Approach: How Parallax Achieves 3x Faster AI Inference\". Introduction: The Scaling Crisis in AI\nFor years, the strategy for improving AI has simply been to make the models larger and train them on more data. Models are being trained on data scraped from the web, public data sets, and even synthetic data wh..."
url: "https://hashnode.com/posts/the-swarm-approach/68a1f8beab48ac5db9f59f60"
---

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# [The Swarm Approach: How Parallax Achieves 3x Faster AI Inference](https://jayy4rl.hashnode.dev/the-swarm-approach?utm_source=hashnode&utm_medium=feed)

Introduction: The Scaling Crisis in AI For years, the strategy for improving AI has simply been to make the models larger and train them on more data. Models are being trained on data scraped from the web, public data sets, and even synthetic data wh...

Aug 17, 2025 · 12 min read · jayy4rl.hashnode.dev  
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## Written by

[Valerie Nwajei](https://hashnode.com/@Jayy4rl)

@Jayy4rl · Nigeria

  
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Documenting the chaos 🙂‍↔️

## Responses 1

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[Joseph Aleonomoh](https://hashnode.com/@leojay)

[Nov 16, 2025](https://hashnode.com/posts/the-swarm-approach/68a1f8beab48ac5db9f59f60/comment/6919928ab85d437647cab0a7)

Nicely Written, very educative