{"slug": "openmed-s-synthetic-discharge-demo-rejects-a-false-potassium-claim", "title": "OpenMed's synthetic discharge demo rejects a false potassium claim", "summary": "OpenMed, the open-source clinical NLP project created by Maziyar Panahi, withheld a draft discharge brief in a planted-error demonstration after a local natural language inference model found the brief contradicted the note it cited. The demo planted a false potassium claim in a synthetic note, and the pipeline returned no text rather than passing the contradiction to a human reviewer. The project positions the refusal-first behavior as a safeguard for discharge summaries, which carry lab values and treatment history into the next setting of care.", "body_md": "# OpenMed's synthetic discharge demo rejects a false potassium claim\n\n**Maziyar Panahi's OpenMed used a planted potassium error in a synthetic note to show a brief returning no text rather than passing a contradiction to review.**\n\n        By [RuntimeWire Staff](https://runtimewire.com/author/runtimewire-staff)\n        · Published \n\nPrimary source: [Aligned News — AI Intelligence](https://x.com/OpenMed_AI/status/2119422183692779529)\n\n## Why it matters\n\nDischarge summaries carry lab values and treatment history into the next setting of care, so a generated brief that contradicts its own citation can mislead the next clinician. OpenMed's demo shows a local, open-source pipeline choosing refusal over a polished but wrong draft, while keeping final approval with a human reviewer.\n\n[OpenMed](https://github.com/maziyarpanahi/openmed?ref=runtimewire), the open-source clinical NLP project created by [Maziyar Panahi](https://maziyarpanahi.com/?ref=runtimewire), withheld a draft discharge brief in a planted-error demonstration after a local natural language inference model found that the brief contradicted the note it cited.…\n\nWhen you purchase through links in our articles, [we may earn a small commission](https://runtimewire.com/affiliate-monetization-standards). This doesn’t affect our editorial independence.", "url": "https://wpnews.pro/news/openmed-s-synthetic-discharge-demo-rejects-a-false-potassium-claim", "canonical_source": "https://runtimewire.com/article/openmed-blocks-discharge-brief-nli-potassium", "published_at": "2026-11-08 15:12:44+00:00", "updated_at": "2026-11-09 01:26:54.917426+00:00", "lang": "en", "topics": ["artificial-intelligence", "natural-language-processing", "ai-safety", "ai-tools"], "entities": ["OpenMed", "Maziyar Panahi", "Aligned News", "RuntimeWire"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/openmed-s-synthetic-discharge-demo-rejects-a-false-potassium-claim", "markdown": "https://wpnews.pro/news/openmed-s-synthetic-discharge-demo-rejects-a-false-potassium-claim.md", "text": "https://wpnews.pro/news/openmed-s-synthetic-discharge-demo-rejects-a-false-potassium-claim.txt", "jsonld": "https://wpnews.pro/news/openmed-s-synthetic-discharge-demo-rejects-a-false-potassium-claim.jsonld"}}