# LLM agent builds a CIFAR-10 classifier for a reported $0.0085 in tokens

> An LLM agent built a CIFAR-10 classifier for $0.0085 in tokens, reaching 81.41% accuracy, but needed human help and network access.

- Type: AI news
- Page: https://completeaitraining.com/news/llm-agent-builds-a-cifar-10-classifier-for-a-reported-00085/
- Published: 2026-10-15
- Updated: 2026-10-15
- Author: Jeroen Erne
- Jobs: Education, Healthcare, IT and development, Product development, Science and research
- Reading time: 1 min

An LLM agent built a working CIFAR-10 image classifier and the token cost for the documented run came to $0.0085. The agent located data, wrote training code, and saved the resulting model artifacts. The final accuracy on the test set reached 81.41%.

The run required one human nudge and explicit network allowances to complete. These conditions highlight that permissions, credential placement, and intervention accounting are central factors alongside the headline token bill.

*Source: [https://www.zeniteq.com](https://www.zeniteq.com/llm-agent-tackles-cifar-10-with-0-0085-in-tokens-4e88vw?ref=completeaitraining.com)*

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