urn:uuid:583a5a54-f4d6-5510-a1ca-f8da3b7362f4 SocioLens — RO-LD07-03: How much AI-assisted or agent responding reaches probability panels? New versions of this research opportunity and changes to the claims it rests on. 2026-10-13T00:00:00Z SocioLens urn:uuid:5b16eefb-0a31-5e10-b0b9-5e5465794778 Research opportunity revised to v2: RO-LD07-03 — How much AI-assisted or agent responding reaches probability panels? 2026-10-13T00:00:00Z Literature check added: a second, deeper search for existing work, with its queries, new nearest work and limits. The question and verdict stand. urn:uuid:91206903-9c16-5a42-99e1-1d036f8b840e New research opportunity: RO-LD07-03 — How much AI-assisted or agent responding reaches probability panels? 2026-10-12T00:00:00Z In probability-based panels, what share of completed interviews show AI assistance or autonomous-agent completion when measured with embedded multi-method detection validated against consented chatbot-history linkage, and how does that compare with opt-in platforms measured the same way?