RGC Onside vs Generic LLM — same question, different response
A transit-map style comparison. Both lines start at a shared Prompt station. The generic LLM line passes Pretrained Knowledge and Web Search and ends at Response. The RGC Onside line continues through Privacy and Persona, Entity Grounding, Curated Knowledge, Proprietary Insight, Verification, ending at Actionable Intelligence — cited, traced, reviewable.
Generic LLM
Onside
Prompt
Same question,
different response.
Pretrained
Knowledge
Generalist
LLM training.
Web
Search
Uncurated
search hierarchy.
Response
Fast, best-fit
general response.
Privacy &
Persona
Advise, draft or
review with customisable
redaction & security.
Entity
Grounding
Entity Codex,
your ASX history,
decision & risk registers.
Curated
Knowledge
ASX & ASIC guidance,
JORC, VALMIN,
Aware letters.
Proprietary
Insight
RGC Practitioner Notes,
RGC Intel & peer
comparisons.
Source
Verification
Source audit trail,
AI-inference checks.
Actionable
Intelligence
Advice, insights,
document drafting, workflows.
Cited
Traced
Reviewable