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Future of Work

58 episodes

#6362: Where Mathematicians Actually Work and How AI Fits In

A surge of over 700 automated AI proof manuscripts hit the mathematics community in October, testing how researchers verify claims.

mathematicsai-evaluationtraining-datahallucinationsfuture-of-work

#6083: The Second Noun: Where AI Careers Are Still Empty

Everyone's headline says "AI consultant." The real openings sit where AI attaches to a second noun you already know cold.

workplace-culturecareers-and-hiringfreelancingfuture-of-work

#6046: Five Jobs, One Laptop: The Overemployed Playbook

A British civil servant allegedly held five full-time jobs at once — until his make-up started separating on a Teams call. What the overemployed pl...

workplace-culturecareers-and-hiringfraud-and-scamsfuture-of-work

#6030: Who Do You Actually Hire to Train a Model?

Research engineers and data engineers are diverging. Here's who you actually hire to train a model — and why the org chart keeps changing.

training-dataworkplace-culturefuture-of-workcareers-and-hiring

#5402: Amazon Go and the Humans Behind the AI

Amazon promised a store with no checkout. The Information reported 700 of every 1,000 sales needed human review in 2022.

ai-biasai-alignmenttraining-datasurveillancefuture-of-work

#5400: Amy, Presto, and the Thousand Workers Behind "AI

From X.AI's Amy to Amazon's Just Walk Out, the humans quietly doing the "intelligent" part while the product says AI.

ai-securityai-alignmentfuture-of-workworkplace-culturefraud-and-scams

#5399: Who's Actually Behind the AI? Fauxtomation Explained

Amazon's Just Walk Out needed 1,000 workers in India. Google Duplex, Facebook M — the pattern of selling humans as software goes deep.

ai-evaluationai-alignmentworkflow-automationfuture-of-workworkplace-culture

#5255: When AI Writes the Code, Who Checks It?

If agents write the code, the human job becomes knowing when it's wrong. What that means for languages, jobs, and CS degrees.

ai-coding-assistantsai-evaluationprogramming-languagesfuture-of-workai-alignment

#5183: Where AI Actually Sits on the Hype Cycle

AI has been doing real work for decades. So why do vendors still shout it from the rooftops?

ai-evaluationfuture-of-workai-alignmentopen-source

#5162: Retirement Was Invented: Work, Aging, and the Pension Cliff

Retirement as a funded life stage is barely a century old. Here's what pre-industrial work lives actually looked like — and why the cliff-edge pers...

workplace-cultureancient-worldtwentieth-centuryhealthcare-systemsrelationships

#4989: The Easiest Rides in the Workforce

High salary, minimal effort, and jobs where doing nothing means everything is going right.

careers-and-hiringworkplace-culturefuture-of-work

#4980: Can You Learn to Code Backwards?

When AI writes your code, do you still learn? Aviation, atrophy, and building a mental model from scratch.

ai-coding-assistantsai-alignmentworkplace-culturefuture-of-workeducation

#4874: Why Greece Works More Hours Than Germany

Southern Europe works more hours for less output. The lazy stereotype collapses on contact with the data.

currency-and-exchange-ratesfuture-of-workcultural-differencesmarket-competition

#4658: Will AI Coding Kill Programming Languages?

Machines now write code better than humans. What happens to Python, TypeScript, and COBOL when no human reads the code?

ai-coding-assistantsopen-sourceprogramming-languagesfuture-of-work

#4313: Did You Really Build That App? AI Imposter Syndrome

You built a working app with AI in a weekend. So why does it feel like you don't deserve to charge for it?

ai-coding-assistantsai-evaluationhallucinationscareers-and-hiringfuture-of-work

#4251: How to Run a Job Interview Like a Spy

Three elicitation techniques that reveal what a company is really like — without sounding like an audit.

careers-and-hiringworkplace-culturefuture-of-work

#3852: The Hidden Workforce Behind AI's Intelligence

Behind every "intelligent" AI system are millions of workers in Kenya, India, and the Philippines doing repetitive tasks for poverty wages.

training-dataai-biasfuture-of-workai-alignment

#3848: When Freelance Success Hides Stagnation

Making good money freelancing? That steady income might be hiding a dangerous skill atrophy spiral.

careers-and-hiringfreelancingfuture-of-workworkplace-culture

#3839: Bad Bosses Are a Feature, Not a Bug

70% of managers are rated ineffective. The data shows it's a systemic failure, not bad luck.

workplace-culturecareers-and-hiringfuture-of-work

#3796: Why Electricians and Lawyers Used to Be the Same Thing

Why do we call some skilled work a profession and other work a trade? The medieval answer might surprise you.

workflow-automationfuture-of-worklegislationhistory-of-technologycareers-and-hiring

#3659: Late-Stage Capitalism vs Post-Capitalism: What Do These Terms Actually Mean?

Late-stage capitalism" is a mood, not a prediction. We break down where these terms come from and what they actually mean.

ai-biascurrency-and-exchange-ratesethicsworkplace-culturefuture-of-work

#3451: Why Career Changers Peak at Age 39

The average age for a major career change is 39. Here's what the data reveals about midlife pivots.

careers-and-hiringworkplace-culturefuture-of-workstatistics

#3428: Logistics Careers That Survive AI

The jobs in logistics and warehousing that are actually growing — and the skills you need to get them.

future-of-workworkflow-automationcareers-and-hiringsupply-chainrobotics

#2971: How Much Fuel Does Your Suitcase Really Burn?

Baggage fees aren't about fuel savings. The real story is a $5.7 billion profit center dressed up in green PR.

future-of-work