2026: AI has started picking people off the bus

Are you still on board?

The AI Kill Line is approaching.

AI Replacement Progress: Where are we?

Current Reality
MIT: AI can replace 11.7% of workforce
0%
AI Kill Line (Technical Ceiling)
McKinsey: 57% of work hours automatable
0%

What you see is just the 11.7% tip of the iceberg. The AI Kill Line is approaching.

0%
Replaceable Now
0%
Technically Possible
0%
HR Say Impact Coming
92M
Jobs by 2030
RISK CALCULATOR

Calculate: Your AI Replacement Risk

Four dimensions, three metrics, data-driven answers

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Four Core Dimensions

Data Openness

How accessible is the data needed for your work?

Training data availability determines AI learning speed

Closed/ProprietaryOpen/Public
50%

Work Data Digitalization

How digitized is your work input/output?

Digital work is easier for AI to process

Mostly PhysicalFully Digital
50%

Process Standardization

How standardized are your work processes?

Standardized processes are easier to automate

Highly VariableStandardized
50%

Current AI Problem-Solving

What % of your work can AI already handle?

Current adoption shows proven AI capability

0%100%
50%
DATA THREAT

Your Data Is Training AI to Replace You

Skill is the last mile from general AI to your specific job. Your experience data is the last defense line.

A foundation model alone can't do your job. But add your industry data, your workflows, your expertise — and it becomes your replacement.

Foundation Model
General capability, no specialization
Your Data & Experience
Industry knowledge, workflows, expertise
Your Replacement
AI that does YOUR specific job

The more open your experience data is, the faster AI crosses the last mile to replace you.

See what platforms collect, the feedback loop, and how to protect yourself.

View Full Data Protection Guide
6 Milestones That Changed Everything

From Steam to AGI

250 years of accelerating change. Where do you stand?

1769Steam Engine

Machines learned to move, replacing physical labor

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1879Electricity

Power distributed everywhere, factories ran 24/7

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2012Deep Learning

Neural networks achieved human-level performance

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2022ChatGPT

100M users in 2 months — AI goes mainstream

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2025AI Agents

AI works autonomously, completing complex tasks

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We Are Here2026
2030AGI

Human-level AI intelligence across all domains

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Explore detailed data on high-risk jobs, layoff cases, industry impacts, and career trends.

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