Live · Jul 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 0.24 — 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
Jul 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-0.24
Economy & Markets -0.60Security & Defense +0.12
Hope Index
92%
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 08:15
Google News AIThe Idea of ‘Disarming Artificial Intelligence’: A Message from Magnifica Humanitas - CountercurrentsGoogle News AIKenya Artificial Intelligence Bill Proposes New Regulator, Risk-Based Rules - Bantu GazetteGoogle News AIA giant cable exposes Ireland’s artificial intelligence ambitions and security risks - The Guam Daily PostGoogle News AISilicon Valley faith-based co-working spaces emerging as AI prompts reflection on changing industry - CBS NewsGoogle News AIFaith-based co-working spaces emerging in Silicon Valley as AI prompts reflection on changing indust - CBS NewsGoogle News AIAI did not just demand more electricity — it demanded water. By 2025, U.S. data centres, increasingly expanded for AI workloads, were consuming nearly one trillion litres of water a year, much of it used in cooling systems that shed heat by evaporating water i - Space DailyGoogle News AIIn the era of artificial intelligence, how to reimagine your work - 36 KrGoogle News AIHow artificial intelligence got better at building itself - SMH.com.auGoogle News AIUNO AI conference sells out two years running as workers seek to adapt - WOWTGoogle News AICollege of Charleston embraces AI in the classroom, teaching students to use it responsibly - Live 5 NewsTechCrunch AIThe only AI glossary you’ll need this yearGoogle News AIThe only AI glossary you’ll need this year - TechCrunchGoogle News AIBuying homes in Bay Area with pre-IPO OpenAI stock? New real estate trend going viral in San Francisco - ABC7 Bay AreaGoogle News AIThe list of jobs most at risk from artificial intelligence is surprising, as it doesn't start with industrial robots, but rather with translators, writers, historians, call center agents, consultants, and other professionals who make their living through language - OkDiarioGoogle News AIArtificial intelligence accurately charts sleep stages without intrusive brain sensors - PsyPostGoogle News AIMeet the Major Artificial Intelligence (AI) CPU Player That Just Joined Nvidia, Tesla, and Palantir as One of the Most Popular Stocks on Robinhood - AOL.comGoogle News AIBetter Artificial Intelligence (AI) Stock: Alphabet vs. Micron Technology (the Winner May Surprise You) - The Motley FoolGoogle News AILibertyville middle school teacher charged after authorities say he created AI child sex abuse materials - Daily HeraldGoogle News AIBetter Artificial Intelligence (AI) Stock: Alphabet vs. Micron Technology (the Winner May Surprise You) - The Globe and MailGoogle News AIBetter Artificial Intelligence (AI) Stock: Alphabet vs. Micron Technology (the Winner May Surprise You) - Yahoo Finance

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.

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