# Anthropic research shows LLMs make formal software verification practical at enterprise scale > Source: > Published: 2026-10-23 19:06:37+00:00 # Anthropic research shows LLMs make formal software verification practical at enterprise scale Anthropic published research demonstrating that large language models can automate proof construction tasks that were previously infeasible, making formal software verification practical at enterprise scale. According to Anthropic's research page, the findings suggest architectural changes to how software verification pipelines can be designed when LLM-assisted proof automation is available. ## Topics ## Sources - Official[Read article](https://www.anthropic.com/research/formal-verification) This intelligence is sourced automatically from public sources across the web and synthesised by the Prefactor AI pipeline. Stories are reviewed before publication.