AI Work Shift Index
Track how AI is changing jobs, workflows, org charts, and enterprise adoption.
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A structured perspective on workforce change, role exposure, and AI utility.
We organize critical signals across the AI landscape from structural workforce shifts to practical workflow adaptations fix helping you navigate the transition with actionable insights.
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AI layoffs tracker
Coverage-led tracking for layoffs, workforce cuts, and restructures justified by AI efficiency.
Open routeEvergreenJobs most at risk from AI
Role exposure pages focused on task compression, automation pressure, and the moves that still compound.
Open routeEvergreenJobs safest from AI
Roles where trust, physical context, and cross-functional judgment remain hard to remove.
Open routeLatest Signals
A continuous feed of the latest structural shifts, role exposures, and adaptation tools directly from our editorial desk.
ClickUp Cuts 22% of Staff and Offers $1M Salaries to Those Who Stay
CEO Zeb Evans is calling it the '100x org.' Fire nearly a quarter of the company, pay the survivors up to $1 million in cash, and let 3,000 AI agents pick up the rest.
AI Labs Are Paying Engineers $570K to Help Build Their Replacements
The same companies predicting AI will automate software engineering are offering the highest salaries in tech history to attract the engineers who can make that happen.
Intuit Layoffs 2026: 3,000 Jobs Cut as TurboTax Maker Bets Big on AI
CEO Sasan Goodarzi's internal memo points to AI as the reason. The real picture is more complicated.
Microsoft AI Chief Predicts AI Will Automate Most White-Collar Work Within 18 Months
Mustafa Suleyman says lawyers, accountants, marketers, and project managers could all be replaced by AI systems within the next year and a half. The data tells a more complicated story.
Which Jobs Are Safest and Riskiest From AI? The Most Authoritative Research of 2026
Anthropic, Goldman Sachs, the WEF, and the IMF have all released major findings this year. Here is what the data actually says about who is exposed, who is protected, and what is already happening.
Cisco Cuts 4,000 Jobs on the Same Day It Posts $15.8B Record Revenue
The networking giant is eliminating under 5% of its workforce while reporting its best quarterly numbers ever, calling the layoffs a strategic bet on AI, silicon, and optics - not a cost-cutting play.
Claude Helped Recover $400K in Bitcoin Locked in a Forgotten Wallet for 11 Years
A pseudonymous X user credited Anthropic's AI with solving a technical wallet recovery problem that defeated brute-force tools and professional services for over a decade.
LinkedIn Cuts Nearly 900 Jobs Despite 12% Revenue Growth
The Microsoft-owned platform is restructuring teams around profitability and growth priorities - even as its business accelerates.
The AI brief for people adapting to changes in work
Join readers tracking AI news, workflow shifts, and practical tools they can use to adapt faster.