Live · Apr 3 – 4, 2026

AI Risk Pulse

Mark-to-market for AI risk. Select an instrument, read the grade, size the exposure.

Powered by the SIRA (Synthetic Intelligence Risk Assessment) Framework · Methodology

INSTRUMENT

Global AI Ecosystem

GLBL.AI

Aggregate risk across all sectors of AI adoption worldwide. The broadest measure of systemic AI risk.

SPE
35%

Stability-Plasticity Estimate — can this sector absorb AI change without systemic breakage? Learn more

SEI
69%Elevated

Systemic Exposure Index — how exposed is this sector to infrastructure-level disruption? Learn more

THESISBASELINE

Systemic risk elevated. Safety departures and market contagion signal structural stress across the AI supply chain. GPU monopoly (Nvidia 80%+ share) creates single-point infrastructure dependency; AI energy demand straining grid capacity. Impact tracker reduced severity by 0.18 — Economy sector showing positive momentum.

No live signals for this sector. Ratings reflect internal market sensitivity analysis — layer weights, base severity, and structural risk profile.

Medha Grade
Apr 3 – 4, 2026
Medha-BB
Stressed

Intervention required. Multiple SIRA layers under active stress.

Based on internal sensitivity analysis

Severity Index
baseline
3.3/5
Stressed
StableElevatedStressedCritical
Impact Factor-0.18
Economy & Markets -0.60Security & Defense +0.24
Hope Index
90%
Value at Risk
$17.0M
annual VaR · 1,000 employees · United States
AI spend: $2.8M Workforce: $14.3M (150 roles)
Infrastructure Stress Scenario
2.72x
$46.2M

If infrastructure shock occurs, VaR amplifies from $17.0M to $46.2M

Organisation size1,000
10010,000

SIRA Layer Exposure

GLBL.AI

Select a layer to simulate a cascade shock through the stack

LayerNameSignal PressureRisk Sensitivity
L7Human
100%
L6Workforce
60%
L5Market
100%
L4Vendor
70%
L3Application
30%
L2Infrastructure
70%
L1Energy
50%

Exposure % = instrument sensitivity to this SIRA layer. Bar = events × weight.

Live SignalsUpdated 06:15
Google News AIApril 6, 2026 - campusmemo.sfsu.eduGoogle News AIArtificial intelligence hype cycle risks collapse with market implications - MSNGoogle News AINvidia and Alphabet Both Have Amazing Potential in an AI Era. But Which Stock Is the Better Buy Right Now? - The Motley FoolGoogle News AIMicrosoft Warns: AI Is the New Weapon for Hackers - صوت الإماراتTechCrunch AIAnthropic is having a moment in the private markets; SpaceX could spoil the partyGoogle News AIArkansas Highway Police using artificial intelligence to spot drivers holding phones in work zones - Northwest Arkansas Democrat-GazetteGoogle News AIInvestigateTV+ Weekend: Deepfakes are increasingly common in the political sphere - KPTVThe Verge AIAnthropic essentially bans OpenClaw from Claude by making subscribers pay extraGoogle News AIAnthropic essentially bans OpenClaw from Claude by making subscribers pay extra - The VergeGoogle News AIFILE: Internet and artificial intelligence - Alaska's News SourceGoogle News AIRSAC 2026: Rethinking Trust in Agentic AI Security - eSecurity PlanetGoogle News AIJob seekers mask their emotions and act more analytical when evaluated by artificial intelligence - PsyPostGoogle News AIAI Training Data Giant Mercor Is Reportedly Looking to Buy the Work You Did at Your Old Job - GizmodoGoogle News AIAI voice scams: Pikesville man warns of increased risk | What to know - WBAL-TVGoogle News AIReady or Not, AI Agents Are Here for OT - Industrial Equipment NewsGoogle News AIAI model boosts accuracy and reliability in predicting biochar production - EurekAlert!Google News AIUtah Is Giving Dr. AI the Power to Renew Drug Prescriptions - GizmodoArs Technica AI"Cognitive surrender" leads AI users to abandon logical thinking, research findsGoogle News AIOrientalism and Islamophobic artificial intelligence | Daily Sabah - Daily SabahArs Technica AITrump ignores biggest reasons his AI data center buildout is failing

Value at Risk by Currency

GLBL.AI at Medha-BB for 1,000 employees. VaR includes both AI spend risk and workforce disruption cost priced at each region's salary benchmark.

VaR = AI Spend Risk + Workforce Disruption Cost. AI spend Workforce Stressed = VaR × infrastructure multiplier. Salary sources: BLS, Eurostat, ONS, Mercer, MHLW, FSO, MOM, MOHRE. Not financial advice.
Every data point above is about someone else's risk.

Your Medha Grade tells you where you sit
before the event hits.

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