Adversarial Alchemy: Refining Philosophy with LLMs

Language philosopher Bry Willis describes a sophisticated methodology for using generative AI to rigorously critique and refine complex philosophical manuscripts. The author argues that writers must move beyond simple prompts to provide specific framing and guardrails that force the software into an adversarial stance. By employing a diverse range of large language models, the author identifies logical gaps and uncovers overlooked academic literature that might otherwise take months to find. The text also details a hierarchical workflow where one "master" model synthesises the critiques of others into a structured action plan. Ultimately, this approach serves to sharpen philosophical arguments and accelerate the traditional peer-review process through digital means.👉 https://philosophics.blog/2026/04/27/manuscript-review-with-llms/