Thai Government Lottery, GLO
Internal Audit Case Study #03

The Data Pioneer: Statistical Input for Pattern Analysis

Published Jan 21, 2026
manual/case-study

Patthawikorn Boonin: The Man Who Taught ChatGPT to Win

In 2023, Patthawikorn Boonin from Thailand became an overnight sensation when he posted his winning lottery ticket on TikTok. His method? Data Engineering.

The Strategy: 10 Years of Historical Data

Unlike others who simply asked for "lucky numbers," Boonin manually gathered 10 years of historical draw data from the Thai government lottery. He fed this raw data into ChatGPT and asked the model to perform a frequency analysis and identify "biased" patterns.

The AI suggested the numbers 57, 27, 29, and 99. Boonin played these numbers and won a prize.

The Viral Reaction

Boonin's post gained millions of views, sparking a debate on whether AI can truly predict random draws. While the lottery is mathematically designed to be random, Boonin's success suggests that users are finding ways to use AI for Advanced Statistical Analysis that would be too tedious for a human to do manually.

Why This Matters

  1. The Power of Big Data: Even "random" systems can have subtle biases over long periods, and AI is the perfect tool to find them.
  2. Frequency Distribution: This case proves that "Hot & Cold" number analysis is a popular strategy that AI can automate.
  3. Global AI Trend: Lottery enthusiasts around the world are now using LLMs as their personal data analysts.

External Evidence

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