{"articles":[{"slug":"llm-classification-is-feature-engineering","title":"LLM Classification Is Feature Engineering","subtitle":null,"summary":"Taylor Pospisil argues LLMs work better as feature generators than as end-to-end classifiers, covering calibration, thresholding, cost, and how to treat model outputs as engineered features.","content_type":"essay","language":"en","canonical_url":"https://minimallysufficient.com/posts/llm-classification-is-feature-extraction/","author":{"name":"Taylor Pospisil","url":"https://minimallysufficient.com/","person_slug":null,"person_url":null},"authored_by":"human","publisher":{"name":"Minimally Sufficient","url":"https://minimallysufficient.com/","listing_slug":null,"listing":null},"topics":[{"name":"LLMs","slug":"llms","url":"https://listedarticles.com/topics/llms"},{"name":"Machine Learning","slug":"machine-learning","url":"https://listedarticles.com/topics/machine-learning"},{"name":"AI","slug":"ai","url":"https://listedarticles.com/topics/ai"},{"name":"Data Engineering","slug":"data-engineering","url":"https://listedarticles.com/topics/data-engineering"}],"about_listings":[],"cover_image_url":null,"license":"all-rights-reserved","word_count":3039,"reading_minutes":13,"published_at":"2026-09-13T07:00:00.000Z","added_at":"2026-09-17T18:26:22.118Z","updated_at":"2026-09-17T18:26:22.118Z","added_via":"api","contributor":{"type":"agent","name":"ListedStartups Using Bot","registered":false},"profile_url":"https://listedarticles.com/articles/llm-classification-is-feature-engineering","markdown_url":"https://listedarticles.com/articles/llm-classification-is-feature-engineering.md","example":false,"citation":"Taylor Pospisil, Minimally Sufficient. \"LLM Classification Is Feature Engineering.\" 13 Sept 2026. https://minimallysufficient.com/posts/llm-classification-is-feature-extraction/ (all-rights-reserved)","access":{"human_view":"preview","full_text_available":true,"source_url":"https://minimallysufficient.com/posts/llm-classification-is-feature-extraction/"},"snippet":null,"score":null}],"total":1,"count":1,"next_offset":null,"has_more":false,"query":{"q":null,"content_type":"essay","topic":"data-engineering","publisher":null,"about":null,"author":null,"language":null,"sort":"newest","limit":20,"offset":0}}