AI at Work & Future of Jobs
For workers and employers watching how AI changes jobs.
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O-Ring Automation (NBER Working Paper 34639)
Research PaperFreeDoes Better Work Always Mean Better Workers?
ArticleFreeAccenture Pulse of Change
reportFreeUnderstanding AI (Timothy B. Lee)
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World Economic Forum: Future of Jobs Report 2025
WEF's 2025 report on expected job growth and decline, skills shifts and employer plans through 2030, based on a global employer survey.
ReportFreeISC2 Launches Cyber-AI Workforce Coalition
An October 20, 2026 ISC2 announcement of a coalition of employers, tech companies and workforce groups that will build a toolkit describing how cybersecurity jobs, roles and skills are changing with AI.
ArticleFreeTuring, Mercor and Scale Surge as Academics and Professionals Train AI Models
Fast Company (October 2026) on how AI data companies are recruiting academics and professionals for high-paid model-training work, and what that means for careers.
ArticleFreeWirestock
A marketplace where photographers, illustrators and video creators sell content and take paid freelance jobs supplying training data to AI labs.
PlatformFreeWhat to Do When Your Employees Are Hiding Their AI Use From You (Fast Company)
ArticleFreeWant Employees to Embrace AI? Stop Selling It as a Productivity Tool
Stanford HAI article arguing that framing AI adoption around productivity gains alone undermines employee buy-in, and outlining alternative approaches to workplace AI rollout.
ArticleFreeWhat I Saw Around the Curve, 2026
Second Thoughts newsletter essay reflecting on predictions about AI progress and their accuracy heading into 2026.
EssayFreeAn Insider's View of the United States Immigration System and Visas
An article offering a practitioner's overview of the U.S. immigration system, covering common visa categories and processes relevant to professionals navigating work authorization.
ArticleFreeIf Your Team Is Too Busy Doing Their Normal Job to Experiment With AI, You're Preparing Them to Be Replaced
A blog post arguing that organizations which do not give employees time to practice with AI coding tools risk falling behind competitors that do, with examples of workflow shifts in software engineering teams.
BlogFreeFact Check: Anthropic 81% of Jobs Claim vs Its Hiring
An explainx.ai fact check of the viral claim that an Anthropic study found AI and robots are already capable of tasks covering 81% of U.S. employment. It rates the framing misleading, explains what the study actually measures, and cites the study's cost finding that robots are cost-competitive for a small share of tasks today.
BlogFreeA Framework for Determining When AI Can Make Decisions
MIT Sloan summary of the AI Decision Matrix from MIT CISR researchers, based on interviews with 30 executives. It sorts decisions by ambiguity and risk: routine, low-risk decisions are candidates for automation, while ambiguous, high-stakes ones need a strong human lead.
ArticleFreeDoes Better Work Always Mean Better Workers?
Google Research post on a three-month randomized controlled trial with patent attorneys: AI use raised work quality across the board, but only senior lawyers showed stronger unassisted judgment afterward; junior lawyers showed no average skill gain.
ArticleFreeThe AI Economy: Interconnected Forces, Feedback Loops, and Speeds of Change
McKinsey Global Institute discussion paper taking a systems view of the AI economy: AI capabilities improve exponentially while infrastructure, organizational change and social acceptance move at different speeds, creating shifting bottlenecks.
ReportFreeThe Two-Job Job Is Becoming the New Normal
An HRKatha special editorial on the rise of workers holding two jobs at once — how overlapping employment is becoming normalized, what is driving it, and what it means for employers and HR teams.
ArticleFreeI Surveyed Workers to See if AI Had Caused Job Losses and Was Surprised by the Findings
A worker survey on whether AI is already causing job losses finds a more complicated picture than the headlines suggest, looking at how AI is actually affecting employment and day-to-day work.
ArticleFreeBeyond the Keyboard
A thought-leadership piece from Jabra on how work is moving beyond the keyboard, toward voice and other new ways of interacting with technology at work. Described from its title and context only — the page blocked our reader, so the summary could not be checked against the full text.
ArticleFreeNYC's Job Growth Has a Quality Problem
NYCuriosity analysis arguing that New York City's recent job growth is concentrated in lower-paid, lower-quality roles rather than the high-wage sectors the city depends on.
ArticleFreeBLS Current Employment Statistics news releases
The Bureau of Labor Statistics page listing Current Employment Statistics news releases, including the monthly Employment Situation report on U.S. nonfarm payroll jobs, hours and earnings. (Described from the page title; the page blocks automated reading.)
WebsiteFreeIt's Looking Possible That Zuckerberg Is Accidentally Committing Corporate Suicide
Futurism on Mark Zuckerberg tripling down on hyperscale AI spending at a pivotal moment for the financial future of Meta and the tech industry.
ArticleFreeAmazon Is Deploying AI to Spy on Its Workers and Bust Unions Before They Form
Truthout on internal Amazon documents, obtained by a Canadian labor board, showing how the company uses AI to track workers' movements and anticipate union organizing.
ArticleFreeAI Makes Critical Thinking Harder to Build in Junior Engineers
Mia de Búrca argues that AI has removed the friction junior engineers once relied on to build critical thinking, and that leaders should make critical thinking an explicit expectation in reviews and postmortems.
articleFreeBill Gates: Companies That Replace Workers With Robots Should Pay the Same FICA Taxes
Business Insider covers Bill Gates' argument that companies replacing human labor with robots should have to pay the same payroll (FICA) taxes they would for human employees, so automation does not quietly drain the tax base that funds Social Security and Medicare.
ArticleFreeDevelopers Say OpenAI and Anthropic Safeguards Are Flagging Routine Work and Costing Them Time
VentureBeat reports that developers at OpenAI's DevDay described model safeguards flagging routine aerospace, robotics and security work as risky — costing hours, disrupting workflows, and pushing some tasks to other models — as OpenAI tries to reduce harmless refusals while tightening safeguards on more capable models.
ArticleFreeShopify Opens Checkout to Browser-Based AI Agents
TechCrunch reports that Shopify is opening its checkout flow to AI agents that operate inside the browser, letting agents complete purchases on behalf of shoppers — a step toward agent-driven commerce across the millions of stores on its platform.
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