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: 8/7/2026, 4:38:33 AM
No active alerts · conditions nominal
AI Industry Composite · CURRENT STATE
60/ 100
Cooling
Mixed signals — capital tightening, some layoffs, but research still active.
live reading · updated continuously
AI Stormglass · LEADING INDICATOR
52
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)

Aug 16Dec 13Apr 3Jul 24Nov 13Mar 12Jul 2Oct 22Feb 18Jun 17Aug 70255075100Neutralavg 55
Derived Indices
69/ 100
Optimistic
Market sentiment
32/ 100
Cool
Enthusiasm & discourse
76/ 100
Low
Broader macro conditions
62/ 100
Warm
Compute supply pulse
73/ 100
Expanding
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?
54
app vs infra
Are AI applications holding up alongside their infrastructure?
60
concentration
Is AI-basket strength broad or concentrated in a few names?
21
research slope
Is AI research output still accelerating?
0
discourse polarity
Is discourse constructive or defensive right now?
50
layoff signature
How heavy are AI-adjacent workforce reductions?
99
yield curve stress
How much macro pressure is building underneath?
63
chip divergence
Are chips and applications moving together or apart?
61
enterprise cooloff
Is enterprise AI demand holding up?
59
model reception
Is model-launch enthusiasm at a healthy level?
93

Category strength

Each signal category on a 0-100 scale — how balanced is the reading right now?

financial marketssentiment discourseinfrastructure computemacro economiclabor layoffsresearch velocityregulatory policy

The AI Weather Center is provided for informational and educational purposes only. It does not constitute financial, investment, legal, or professional advice. Data is sourced from third-party providers and is not guaranteed to be accurate, complete, or current. Composite scores, forecasts, and derived indices are algorithmic interpretations and should not be relied upon for investment, employment, or business decisions. Past performance of indicators is not indicative of future results. Kallisti Solutions assumes no liability for any actions taken based on the information presented here.

Composite readings, derived indices, and alerts are Kallisti's editorial synthesis of public-market and public-web signals. No client, private, or proprietary customer data appears on this page.

Macroeconomic data sourced from FRED (Federal Reserve Bank of St. Louis) and Yahoo Finance. Workforce-reduction data used with attribution to Layoffs.fyi. Research volume from arXiv; developer signals from HackerNews (via Algolia) and StackOverflow. Public-interest signals from Google Trends. All sources used under their respective terms of service or public-facing APIs.

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