Topic

#synthetic-data

2 posts

2026-10-05 ▶ video

The 2026 CDISC AI Challenge: Winners, Open Code, and a Synthetic ADaM Showdown

The 2026 CDISC AI Innovation Challenge winners present today in Denver. None published code — except one adjacent R package. We read synadam's source and compare it to our own synthetic ADaM pipeline.

#cdisc #synthetic-data #adam #llm #standards

2026-08-10

Synthetic ADaM That Survives a Join: Knowledge Graphs, LLMs, Faker

Schema-only synthetic ADaM generation plateaus at 0.45 overall quality; enriching schemas from protocol/SAP/CRF knowledge graphs plus templates reaches 0.70.

#synthetic-data #adam #knowledge-graphs #llm #statistical-programming