CMC and change control
Impact assessment and implementation readiness.
Domain evidence · Biopharma and life sciences
Published runs for regulated product workflows.
CMC, quality, promotional compliance, and clinical workflows — plus Biopharma Bench V0.1. Public APEX traces stay linked below.
Published evidence for Biopharma and life sciences covers 103 scored tasks across 2 task categories and 1 benchmark, with 2 flagship runs open in full — prompts, files, traces, and rubric grades.
2Task categories
103Scored tasks
1Benchmarks
1/2Flagship passes
Selected published runs
Tasks, traces, and rubric results.
Includes runs that miss one or more rubric criteria.
Workflows
Stay inside the work that brought you here.
Biopharma Bench V0.1
Open Havenor Therapeutics tasks and compare Sol, Opus, and DeepSeek on the V1 roster.
Promotional compliance
FDA claims, fair balance, labeling consistency.
Quality and manufacturing
Cost, margin, and manufacturing decision evidence.
Category hubs
Related published task collections
Measured failure modes
What current agents miss in this domain.
- Off-label or unbalanced claims accepted
- Incomplete manufacturing margin drivers
- Document rewrites without state-transition proof