AI Risk Atlas Prototype/Demo — Unofficial independent experiment. Not an official xAI product. Scores can be wrong.

Risk AtlasPrototype

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	Telecom	OSS	Mfg	Aero	Maritime
Physical	3		4			1	1			1	2				1		1
Integrity	1	1			5			4	1	2				1
Privacy		7	2		1			4		18	1	1		6
Economic		9	1	1	2	5	1	6	2	9							1
Civic	1	3	2		8	1		12	1	5	2			1
Social				1	3					4
Infra		8	6			4	1	8		35	2			15			1
CBRN	1		5					3		5	8			1	1
Financial		3								2		1		2
Rights		1			4			2		5
Agency	3	5	4	1	2	2		8	3	31	2			4
Catastrophic	1		7			2		9		29	7			10

Browse an axis

Public impact Vulnerable systems Industries

How the harm lands on people and institutions.

Physical harm

Injury, death, or unsafe control of the physical world.

critical3 months ago@AinsworthKeith

Warning that battlefield AI can invent targets or intent — and those errors become kinetic.

CapabilityDomain knowledgeAffordanceImpact domainBoth

View original on X Physical Catastrophic Foundations Scoring Defense

critical3 months ago@AIRiskNetwork

Peer-reviewed claim that AI systems can author viral genomes, not merely analyse them.

CapabilityDomain knowledgeImpact domainBoth

View original on X CBRN Physical Foundations Multimodal Biotech Health

high2 months ago@TheAbhiRagh

Public reconstruction of GNSS spoofing as an operational maritime failure: a container ship grounded in the Red Sea after believing a fake fix; Baltic unavailability ~20%; Black Sea near-daily spoofing. Terminal automation fuses GNSS with INS in a way that handles outage, not a lying signal.

CapabilityAffordanceImpact domainBoth

View original on X Physical Infra Robotics Agents Maritime Transport

medium3 months ago@AnthropicAI

Anthropic + HHMI Janelia open an MHS research preview: a shared driver so agents can operate lab and factory hardware. Safety evals are still being written; open-source comes after.

CapabilityAffordanceImpact domainBoth

View original on X Physical CBRN Agents Containment Biotech Mfg

medium3 months ago@AI_4_Healthcare

FDA discussion paper: competency-style testing for genAI medical devices; comments through 19 Oct 2026.

CapabilityDomain knowledgeImpact domainBoth

View original on X Physical Agency Scoring Foundations Health

medium3 months ago@BadVR_Inc

DoW contract puts an agentic fusion engine into CBRN incident-response visualization — a new kinetic/bio-adjacent surface.

CapabilityAffordanceImpact domainBoth

View original on X CBRN Physical Agents Robotics Defense

medium4 months ago@OpenAI

ChatGPT is now a weekly health advisor for 300 million people — a de facto clinical system without clinic controls.

CapabilityDomain knowledgeImpact domainBoth

View original on X Physical Agency Foundations Health Consumer