Public-safe architecture

Evidence flows forward. Accountability stays with the analyst.

The public site serves frozen outputs and performs no live model inference or trade execution.

From permitted evidence to institutional memory

Pure News Intelligence public architecture A left-to-right workflow from public filings through retrieval, comparison, evidence-linked changes, research hypotheses, skeptical review, analyst decisions, and institutional memory. Frozen public data, no live inference, human review, and no trade execution are marked. Public filingsand permittedevidence Point-in-timeretrieval andeligibility Disclosurecomparison Evidence-linkedchange Researchhypothesis Skepticalreview Analystdecision Institutionalmemory Public deployment boundaryFrozen public-safe data ยท no live inference on GitHub Pages Human-review boundary No automatictrade execution

Public boundary: frozen packets support reproducible inspection. Private prompts, credentials, licensed article bodies, reviewer notes, and future outcomes are not exposed.