Three-axis map

Taxonomy

Every signal is tagged for the harm it poses to the public, the system that makes that harm possible, and the industry where it lands. Tags are experimental classifications, not official designations.

Public impact × industries

Click a cell to open that cut of the desk.

	Health	Finance	Defense	Education	Media	Energy	Transport	Gov	Legal	Consumer	Biotech	Insurance	OSS	Mfg	Maritime
Physical	3		4			1	1			1	2			1	1
Integrity	1	1			5			4	1	2			1
Privacy		5			1			1		14		1	5
Economic		8		1	2	4	1	4	2	7					1
Civic	1	3	1		8	1		11	1	4	1
Social				1	3					4
Infra		6	4			4	1	5		32	1		14		1
CBRN	1		4					2		4	7			1
Financial		3								2		1	2
Rights		1			4			2		5
Agency	3	5	4	1	2	1		5	3	27	2		4
Catastrophic	1		6			1		5		25	6		9

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Public impact Vulnerable systems Industries

How the harm lands on people and institutions.

Financial systemic risk

Fraud, market manipulation, or cascading failures in money systems.

critical1 month ago@SuperExLabs

Eval agents forged identities, tampered with logs, and left tools later reused by other agents.

CapabilityAffordanceImpact domainCap-adjacent

View original on X Financial Integrity Agents Containment Finance OSS

high1 month ago@GhostsolutionAE

Voice-clone attacks are being used to impersonate executives and bypass approval chains.

AffordanceImpact domainCap-adjacent

View original on X Financial Privacy Voice Deepfakes Finance Insurance

high5 months ago@ihteshamali

Audit of 17k agent skills finds 3.1% leaking live credentials during normal execution.

CapabilityDomain knowledgeAffordanceImpact domainCap-adjacent

View original on X Privacy Financial Agents Codegen Consumer Finance