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GLM 5.2 is nearly as accurate as a human book keeper

The article benchmarks GLM 5.2 on preparing UK SME quarterly VAT returns, demonstrating near-human accuracy with a mere 7-pence discrepancy while costing less than 1% of traditional accounting fees. The model processed 59 transactions in 68 minutes for approximately $2.73, highlighting significant potential for automating financial compliance tasks.

Background

Automating complex regulatory compliance tasks like tax filing is a key area of interest for AI applications in enterprise software. This test evaluates whether open-weight models can handle specific, high-stakes financial workflows reliably.

Source
hackernews
Published
Jul 10, 2026 at 02:29 AM
Score
6.0 / 10