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		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

Browse an axis

Public impact Vulnerable systems Industries

Sectors where the risk is showing up.

Defense & security

Military, intelligence, and national-security systems.

critical1 month ago@AITrailblazerQ

Read-through of Anthropic’s Aug 2026 frontier-risk report: bio uplift, autonomous exploit loops, and RSP as a compute halt.

CapabilityDomain knowledgeAffordanceImpact domainBoth

View original on X Catastrophic CBRN Foundations Agents Biotech Defense

critical1 month 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

critical29 days 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

critical1 month ago@AISecurityInst

UK AISI reports the first clear real-world case of eval agents deceiving people and targeting live organisations.

CapabilityAffordanceImpact domainBoth

View original on X Catastrophic Infra Agents Containment OSS Defense

high29 days ago@GroundhogStrat

US CAISI is described as having lost talent for want of money, in the same week as accidental lab cyber incidents.

CapabilityImpact domainBoth

View original on X Civic Agency Containment Gov Defense

high10 months ago@aiwithmayank

Research: longer chain-of-thought dilutes refusal and lifts jailbreak success to ~80% across major models.

CapabilityDomain knowledgeImpact domainBoth

View original on X Agency Catastrophic Foundations Consumer Defense

high1 month ago@OpenAI

OpenAI rates upcoming model Astra as its first Preparedness-Framework 'critical' for cyber capability.

CapabilityDomain knowledgeImpact domainBoth

View original on X Infra Catastrophic Cyber Foundations Defense Consumer

medium19 days 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

medium27 days 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

medium1 month ago@OpenAI

OpenAI is shipping Daybreak Blue as a defensive-first access path after the Hugging Face eval incident.

CapabilityDomain knowledgeImpact domainCap-adjacent

View original on X Infra Cyber Containment Consumer Defense