Real-Time Indicators

Evidence of AI displacement happening now. CEO quotes, market reactions, layoff trackers, and observable signals that tell us which trajectory we're on.

Current Status

Live

Denial & Acceleration

🟠 Active
Since: Oct 2025Duration: ~4 months
PHASE TRIGGERS MET3/3 ✓
✓
Tech layoffs surge
layoffs.fyi
45,000(threshold: 25,000)
✓
Entry-level hiring freeze
-13(threshold: -10)
✓
"Efficiency" narrative dominant
dominant(threshold: dominant)

Salesforce, IBM, Klarna all cite AI efficiency in layoff announcements

Next Phase: Peak Displacement

1/4 triggers
TRIGGERS NEEDED1/4
✓
Entry-level cuts exceed 30%
-35(threshold: -30)
â—‹
Unemployment rate rises
BLS
3.7(threshold: 5)
â—‹
Consumer spending contracts
1.2(threshold: -2)
â—‹
CRE crisis accelerates
7.29(threshold: 10)

Branch Signals

Watching for policy fork between managed transition and instability

Managed Transition
0/4
â—‹
Federal UBI introduced

None introduced

â—‹
State programs ≥5

3 active

â—‹
AI regulation substantive

Voluntary guidelines only

â—‹
Displacement top-3 issue

Not yet top-10

Instability Path
2/4
✓
Policy vacuum continues

No bills advancing

✓
Corporate resistance

Tech lobbying spend up 40%

â—‹
Regional divergence

Early signs in Austin, SF

â—‹
Political polarization

Bipartisan inaction so far

Current lean: INSTABILITY PATH (2 signals vs 0)

Last updated: 2/5/2026

Tracking Indicators

Key metrics showing displacement trajectory and market response. Mix of live data (market prices, layoffs) and monthly/quarterly indicators (employment, housing).

Employment

Tech layoffs tracker

39,922 YTD (2026)
Updated: February 19, 2026
Employment

AI-attributed layoffs (2026 YTD)

22,000+
Updated: February 2026
Employment

Daily layoff rate (2026)

798 people/day
Updated: February 2026
Employment

Entry-level hiring drop

-25% at top 15 tech firms
Updated: February 2026
Market

IGV Software ETF

-28% from Sept 2025 peak
Updated: February 2026
Market

S&P 500 Software Index

9-month low
Updated: February 2026
Market

AI data center investment

$80B (Microsoft)
Updated: 2026
Workforce

Gen Z AI readiness (AIQ)

22%
Updated: 2026
Workforce

Baby Boomer AI readiness

6%
Updated: 2026
Workforce

Employers regretting AI layoffs

55%
Updated: 2026
Workforce

Workers fearing AI job loss

40% (up from 28% in 2024)
Updated: February 2026
Workforce

"Job huggers" (afraid to change roles)

57% (up from 45% in Aug 2025)
Updated: February 2026

Layoff Statistics

2025

245,000

Monthly Breakdown

Jan
21,000
Feb
18,500
Mar
19,800
Apr
22,100
May
20,300
Jun
19,700
Jul
21,500
Aug
18,900
Sep
20,600
Oct
23,400
Nov
24,800
Dec
25,200

By Sector

Cloud & Enterprise45,000+
Semiconductor & Hardware33,900+
Logistics & Automation48,000+
SaaS & Productivity6,750+
Social & Advertising5,100+
Cybersecurity500+
EdTech45% of workforce
Job Platforms1,300+

2026

39,922 (as of Feb 19)

Monthly Breakdown

Jan
30,700+
Feb
9,200+ (month in progress)

By Sector

Cloud & Enterprise (Amazon)16,000
Metaverse/VR (Meta Reality Labs)1,500
Legal (Baker McKenzie)1,000
Cybersecurity (CyberArk)700
Other tech companies20,700+

What Leaders Are Saying

Direct quotes from CEOs and industry leaders about AI displacement timeline, impact, and corporate response.

Dario Amodei·Anthropic CEO
6 key quotes from this essay

Warning Signs Timeline

Key events that signaled the acceleration of AI displacement.

Claude Cowork launch

January 12, 2026

Impact: Market anxiety begins

Anthropic announces 11 plugins

January 30, 2026

Impact: Intensified disruption fears

Microsoft earnings miss

Q4 2025

Impact: Stock -10% despite beating revenue

Anthropic legal AI tool

February 3, 2026

Impact: $285B wiped from software stocks

Amazon cuts 16,000 jobs

January 28, 2026

Impact: Largest single AI-driven layoff round

Baker McKenzie cuts 1,000

February 11, 2026

Impact: First major law firm AI layoff

Musk hits $849B net worth

February 17, 2026

Impact: 75% chance of first trillionaire in 2026

Data sources: Live market data from Yahoo Finance, layoff tracking from Layoffs.fyi, housing data from FRED (Federal Reserve Economic Data), CEO quotes from Bloomberg/CNBC/Davos, company earnings reports, and Stanford research. Click indicator labels to view sources. All data current as of February 2026. This page tracks observable indicators — not predictions.