Kallisti Solutions · Real-time
AI Weather Center
Dozens of signals across markets, labor, research velocity, developer activity, and macro conditions — synthesized into a live reading of AI-industry health.
Signals refreshed: 9/21/2026, 3:24:28 AM
WATCHAI Stormglass · Crystalline+1 more active
The AI Stormglass has turned crystalline — crystals forming and settling in the leading indicators. Precursor signals — capital rotation, concentration, discourse, research pace — are lining up in ways that historically precede a broader contraction by weeks to months.
AI Industry Composite · CURRENT STATE
59/ 100
Cooling
Mixed signals — capital tightening, some layoffs, but research still active.
live reading · updated continuously
AI Stormglass · LEADING INDICATOR
48
Stormglass reading
Cloudy
The liquid is clouding — pressure is building. Multiple precursor signals turning cautionary.
Composite over time
Higher = healthier · 50 = neutral · reference: Nov 30 2022 (ChatGPT launch)
Projection (Holt Smoothing)
Confidence band (asymmetric — wider downside)
Volatility: 4.2 · Dampening: 0%Derived Indices
70/ 100
Optimistic
Market sentiment
26/ 100
Cool
Enthusiasm & discourse
76/ 100
Low
Broader macro conditions
65/ 100
Warm
Compute supply pulse
42/ 100
Stable
Labor market health
What the Stormglass is watching
Component-level breakdown of the leading reading (higher = healthier)
capital rotation
Are AI-theme funds still outperforming broad tech?
50
app vs infra
Are AI applications holding up alongside their infrastructure?
0
concentration
Is AI-basket strength broad or concentrated in a few names?
86
research slope
Is AI research output still accelerating?
—
discourse polarity
Is discourse constructive or defensive right now?
47
layoff signature
How heavy are AI-adjacent workforce reductions?
0
yield curve stress
How much macro pressure is building underneath?
52
chip divergence
Are chips and applications moving together or apart?
27
enterprise stock momentum
Are enterprise-AI stocks (MSFT/GOOGL/CRM/ORCL) rallying or fading? (stock signal, not budget signal)
61
model reception
Is model-launch enthusiasm at a healthy level?
80
credit stress
Are credit markets pricing in risk (HY spreads + NFCI)?
98
retail sentiment ai
Does the public narrative lean enthusiastic or panicked?
37
dev engagement
Are developers still shipping AI projects?
—
Category strength
Each signal category on a 0-100 scale — how balanced is the reading right now?