DigestAI news desk

Cut through the AI noise.

Research1 min read

Simon Willison tests Qwen3.8-27B arithmetic in words

Simon Willison replicated a two-year-old experiment by Colin Frasier, which tested GPT-4o's ability to sum large numbers and return the result in words. Willison ran the test on local hardware, specifically a DGX Spark, using the Qwen3.8-27B-Q4KM.gguf model. He utilized a Codex Remote session with GPT-6 Astra to orchestrate the experiment, pasting Frasier's original chart into the system to…

1 source

Key points

  • Willison tested Qwen3.8-27B-Q4KM.gguf on a DGX Spark to sum large numbers in words.
  • The model achieved 167 out of 169 correct answers in a one-shot run with reasoning enabled.
  • GPT-6 Astra was used via Codex Remote to orchestrate the experiment on local hardware.

The experiment involved 30 attempts per number combination with reasoning disabled, followed by a second run with reasoning enabled. In the reasoning-enabled phase, Willison ran only one sample per pair due to the increased time required. The model correctly calculated the sum in words for 167 out of 169 attempts. Willison noted that because these were one-shot runs, a second iteration would likely yield different results. The report includes reasoning traces showing the model aligning digits and adding from right to left, occasionally correcting its own alignment errors.

Model page: GPT-6 Astra →

Full story from Simon Willison · by Simon WillisonOpen source ↗

Qwen3.8 27B addition in words

Simon Willison · 4 October 2026

Loading the full article…

This text was published by Simon Willison and written by Simon Willison. It is reproduced here with attribution so you can read it in full; the rights remain with the publisher. Read it at the source ↗

Topics · follow one to build your own front page
OpenAIQwen3.8-27B-Q4KM.ggufGPT-4oGPT-6 AstraSimon WillisonColin Frasier

The headline, key points and digest above were generated by Digest AI's editorial model from the linked sources. Automated summaries can contain errors: the sources are the record. Spotted a mistake? Tell us. Published by Martin K., who runs Digest AI and handles corrections.

Comments

via GitHub Discussions

More in Research

All →

Related stories