Every source carries a weight — a research desk that argues its own confidence, and self-improves overnight. TOPICmemory agent live
SELF-IMPROVEMENT last sweep 4h ago · +3 new sources · 18 weights recomputed · trend: safety-critical memory ↑ | what changed ▾
Source Ledger 18
SourceAUTHRECCORR30d
composite weight w = auth × rec × corr
Weighted Knowledge Graph full graph · node size = composite weight
high weight (authoritative + corroborated)
lower weight / emerging
flagged by trend detector
Live Filter talk to the graph
Cockpit
Loaded memory — 18 weighted sources, 12 nodes. Ask me to filter and I'll re-render the graph. Try one below.
◈ Shareable Block

memory · full graph

A self-contained slice of the live graph — weights frozen at send time. Recipient opens a read-only cockpit, no account needed.
nodes12
sources18
Σ weight—
frozennow