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ChatGPT agent tries playing browser math games

Daniel Reeves tried ChatGPT’s browser agent on an online math game to see whether it could play a turn-based game through the page controls. He opened Math Games and selected Bad Drawings, then let the agent inspect the board and click to make moves. This is a small but useful test of computer use: the task requires reading the current state, choosing a move and noticing when control passes back to the other player.

OUR ADAPTATION

Suggested prompt

Suggested prompt written by Agents In Use, not the source author. Replace bracketed inputs and review tool permissions first.

Use the agent to complete this specific task, show the sources or items it used, and stop for my review before sending, buying or changing anything.

Evidence at a glance

Sourced account
Source poster / publisher
Daniel Reeves
Original account
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Published
Source link checked
Reported result
The agent played some turns but lost track of turn ownership and used weak strategy. Reeves reports that he beat it easily.
Human involvement
Reeves watched the page, manually reminded the agent when play passed back to it, and assessed the result.

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How the agent did it

  1. Reeves opened Bad Drawings in a browser and asked ChatGPT agent to play.
  2. The agent inspected the page and clicked to make moves.
  3. Reeves monitored the turn changes and typed a reminder when the agent stopped recognizing its turn.

Daniel Reeves tried ChatGPT’s browser agent on an online math game to see whether it could play a turn-based game through the page controls. He opened Math Games and selected Bad Drawings, then let the agent inspect the board and click to make moves. This is a small but useful test of computer use: the task requires reading the current state, choosing a move and noticing when control passes back to the other player.

The agent managed to make moves, but it did not reliably recognize when it was the other player’s turn. Reeves says he had to type “your turn” to get it moving again. The strategy was also weak enough that he beat it without much difficulty. The result is not a game-playing success story; it documents a specific interaction failure and the manual nudge needed to continue.

For anyone trying a similar game, the practical lesson is to choose a simple turn-based task, watch the browser state, and be ready to reorient the agent when the page changes. Reeves does not report a score benchmark or a general result across games, so this account should be read as one hands-on test of a particular game and agent setup.

Prompt
Suggested prompt (written by Agents In Use, not the author's)

Source: AGI Friday · Daniel Reeves

Frequently asked questions

Which game did Reeves test?

He used Bad Drawings on the Math Games website.

Could the agent make moves?

Yes. It clicked to make moves, but Reeves says it did not reliably detect when its turn had started again.

Did the agent win?

No. Reeves reports weak strategy and says he beat it easily; he also had to prompt it to continue after turn changes.

More details

About this account

The agent read the browser game and made moves through clicks, with the user supervising turn changes.

Reeves describes the game test but does not publish a verbatim prompt; the displayed prompt is editorially suggested.

Credit: Daniel Reeves — AGI Friday

Source published

Added to Agents In Use

Source checked

Tools and topics

ChatGPT agent · Math Games · Bad Drawings

browser games · computer use · turn-based game

Editorial completeness: 100/100. Measures documented fields, not agent performance or verified outcomes.