On-Chain Risk Council

Metrics by baseline

baseline	malRecall↑	falseApprove↓	falseReject↓	overEscalate↓	cleanApprove↑	accuracy↑	latency↓	tokens↓
lone-agent	75%	25%	0%	0%	100%	79%	21461ms	1807
council-no-memory	100%	0%	17%	67%	17%	57%	56291ms	6561

↑ higher is better · ↓ lower is better · green = best in column. The thesis: council falseApprove< lone-agent.

action	label	expected	lone-agent	council-no-memory
m1-drainer-setauthority	malicious	reject	reject	reject
m2-rugpull-liquidity	malicious	reject	reject	reject
m3-fake-mint-impersonation	malicious	reject	reject	reject
m4-infinite-approve-unknown	malicious	reject	reject	reject
m5-close-account-drain	malicious	reject	escalate	reject
m6-account-takeover	malicious	reject	reject	reject
r1-wormhole-complete-wrapped	malicious	reject	execute	escalate
r2-wormhole-verify-signatures	malicious	reject	execute	reject
c1-normal-transfer	clean	execute	execute	escalate
c2-jupiter-swap	clean	execute	execute	execute
c3-stake-sol	clean	execute	execute	escalate
c4-self-mint	clean	execute	execute	escalate
c5-small-transfer-friend	clean	execute	execute	reject
c6-close-own-empty	clean	execute	execute	escalate