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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: 10/25/2026, 3:47:34 AM
ADVISORYAI Layoff Wave Advisory

Recent tech-sector workforce reductions have picked up. This can be a healthy reallocation of talent or an early sign of margin pressure — the follow-through in hiring signals is what matters most.

Unemployment (US)+18.9%
4.4 %
Job openings (JOLTS)-22.5%
7.2K k
Initial jobless claims-3.1%
222.0K /wk

Unemployment rate (US)

Monthly · FRED UNRATE

Aug 1Jan 1Jun 1Nov 1Apr 1Sep 144444

Job openings (JOLTS)

Monthly · demand for workers

Oct 1Apr 1Oct 1Apr 1Oct 17K8K8K9K10K

Initial jobless claims

Weekly · leading indicator of labor stress

Sep 9Nov 25Feb 10Apr 27Jul 6Sep 21Dec 7Feb 22May 10Jul 26Oct 11180K200K220K240K260K

AI-adjacent tech layoffs · 90d

Layoffs.fyi · aggregated employee count

127.5K
across 0 companies · past 90 days

Labor pulse composite

Blends unemployment, openings, claims, layoffs

40/ 100
Stable
Labor market health composite

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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