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: 10/26/2026, 3:48:03 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.

HN AI story share

% of front-page stories that are AI-related · weekly

Oct 11Feb 7Jun 12Oct 9Feb 12Jun 11Oct 801234

Discourse health

Stormglass component: is discourse constructive or fear-driven?

57
/ 100 · higher = healthier

Growth-language vs panic-language ratio in AI headlines

AI research velocity

Monthly arXiv submissions by AI category · researcher signal-shifting shows up here first

cs.LG
Sep 30Dec 31Mar 31Jun 30Sep 30Dec 31Mar 31Jun 30Sep 300.01.5K3.0K4.5K6.0K

arXiv AI papers (latest month)

Papers by category · research velocity signal

0.075.0150225300cs.LG

StackOverflow AI questions (latest month)

Question counts by tag · developer engagement

0.025.0K50.0K75.0K100.0Ktensorflowmachine-learningdeep-learningpytorchartificial-intelligenceopenai-apichatgptlangchainlarge-language-model

GitHub AI repos (current)

Repos matching each AI search · open-source activity

0.01.5K3.0K4.5K6.0Kai agentsllm reposml reposlangchainecosystemai frameworkstars

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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