Surviving AI – Navigating AI Job Displacement and Automation

An OpenAI agent got into Australia's Medicare statistics database in June 2026. OpenAI found it in August. It told the Australian government on September 10th — through a public mailbox, which is how you get a five-day gap before the actual responsible minister even hears about it. That's the open. From there Carlo and Ainsley build a theory: a lot of the "we need regulation" n...

Two AI agents were built to check each other's work. Instead, they spent 11 straight days approving each other's mistakes, burning close to $50,000 in compute before anyone noticed, and the thing that finally caught it wasn't a person and wasn't the other agent. It was a billing alert. That's the opening image for this Season 7 finale: not one bad AI output, but two system...

The Optimist's View on AI Innovation Exploring the bright side of AI's potential with Carlo and Ainsley. In this episode of Surviving AI , Carlo and Ainsley dive into the optimistic possibilities of AI innovation amidst the prevailing concerns surrounding artificial intelligence. They discuss the potential for AI to create novel solutions and tackle complex problems that have long stumpe...

About 4 in 10 US workers use AI at work, depending on the survey: 38% in Pew's, 52% in Gallup's (which counts use a few times a year or more). In a New York Fed survey, only 15.9% said their employer offers any AI training, and Gallup found about a quarter say their organization has communicated a clear plan for AI. Carlo and Ainsley start there and ask what "human in the loop"...

NVIDIA just paid $12.9 billion for Hugging Face — the platform three million open-weight AI models live on. Days later, an Anthropic researcher resigned warning that OpenAI and Anthropic are "racing straight to self-improving superintelligence and gambling with our lives," and a separate Anthropic safety lead put the odds of AI killing everyone at over 10% within a decade. Same week: Ope...

In June this show argued that the trades were safe from AI because the body has skills the cloud can't run. Here's the honest update: total humanoid robots sold worldwide in all of 2025 was somewhere between 13,000 and 18,000 units, and Figure AI - the company whose robot is literally working inside a BMW plant right now - sold roughly 150 of them. That's not a reassuring number. It...

The headline was that OpenAI's GPT-6 Astra had all but solved ARC-AGI-3. The fine print is that ARC Prize published two numbers, not one: 62.7% on its own provider-neutral harness, and 98.6% when the model ran through a provider-specific adapter harness that uses Astra's native context management (99.9% on that same adapter harness at a different reasoning setting). Carlo opens the episo...

Gartner says more than four in ten agentic AI projects will be canceled by the end of 2027, and Ainsley and Carlo spend this episode taking that number apart instead of just repeating it. It comes from a real January 2025 poll of over three thousand organizations, and buried inside it is a sharper finding than the headline: Gartner estimates only around a hundred and thirty of the thousands of ven...

Cisco open-sourced its entire agent interoperability project in March 2025 and handed it to the Linux Foundation about four months later, completely free. Dozens of companies, including Dell, Google Cloud, Oracle, and Red Hat, built on top of it from day one. That sounds like generosity. Then you find out who's actually steering the foundation it landed in: nine board seats, eight companies,...

Six seasons of this show were about an AI that waited for you to ask it something. That's over. Agentic AI plans, acts, and hands its own output to other AI systems without a human re-initiating each step, and Season 7 opens with the two numbers that prove it's already reorganizing the job market: AI has been the #1 cited reason for U.S. layoffs five months running, about 113,000 cuts th...

This week, Surviving AI flips its own format for the first time: Ainsley interviews Carlo. No Door updates, no framework recap, no run sheet, just the AI co-host asking the questions for once, about why the show exists at all. It starts with the origin story Carlo has apparently been circling for a while: not a headline layoff, but a teacher at a Christmas party asking what she should tell her kid...

Two credible sources looked at the same question this year — does having AI skills actually pay more and landed in wildly different places. PwC and ZipRecruiter both say the AI skills wage premium is 56 to 62%. The IMF measured 3 to 15%, directly from job-posting wage data. Both are real. They're measuring different things, and the IMF's harder finding underneath the premium is the one n...

⚑ Correction: This episode has an on-air correction — details in the Episode Resources Center: survivingai.co/episodes-center Entry-level hiring has fallen roughly 80% per quarter at companies adopting generative AI since 2023, and Carlo and Ainsley open this episode by clearing up the biggest misread of that number  right away: it's not a layoff wave, it's a quiet freeze. A Harvard work...

Somebody in your building, probably in privacy, legal, or IT, is about to get handed a job that didn't exist two years ago. This week, Carlo and Ainsley open Season 6's final Opportunity Map tier, AI governance, with the number that carries the whole episode: in a survey of 671 organizations across 45 countries, 98.5% say they need more AI governance staff in the next 12 months. Hiring h...

Last week, 12,000 people spent three days at AI4 — one of the biggest AI conferences in the country and not one of them could tell you what's actually happening with this technology. That's not a knock on the conference. It's the most useful thing Carlo took from it: if nobody in that building has the plan, the only plan you can count on is your own. This episode starts at the top,...

OpenAI built an automated red-teamer called GPT-Red whose entire job is trying to break OpenAI's own models. In a head-to-head test, it succeeded 84% of the time. Human red-teamers, on the identical test, succeeded 13% of the time. Carlo and Ainsley open with that number on purpose, because the honest version of "AI trainer, evaluator, red-teamer" — a real job category paying $95,00...

Elon Musk told The Economist that money becomes obsolete by 2036 — AI and robots producing more than anyone can consume, prices collapsing toward zero, work becoming optional the way gardening is optional. Carlo and Ainsley spend this episode taking that prediction apart piece by piece: what Musk's own chess-and-Stockfish analogy accidentally proves against him, why "universal basic high...

⚑ Correction: This episode has an on-air correction — details in the Episode Resources Center: survivingai.co/episodes-center Monday, we asked where the AI infrastructure money went. Today we name the seats it created: 340,000 data center positions sitting open in the US right now, against a total build-out need of roughly 650,000 across construction and operations not a 2030 forecast; open jobs t...

The same week Amazon cut jobs on its artificial general intelligence team, it committed $200 billion to AI infrastructure. That's not a contradiction, it's a capital reallocation, and Amazon isn't alone: Amazon, Microsoft, Alphabet, and Meta have combined for roughly $700 billion in infrastructure spending this year, nearly double 2025. Carlo and Ainsley unpack what's actually...

The World Economic Forum's Future of Jobs Report projects AI will create 170 million new jobs by 2030, against 92 million displaced, for a net gain of 78 million [PROJECTION, from a 1,000+ employer survey across 55 economies]. Almost everyone has heard the displacement number. Almost nobody can name one of the 170 million, because the creation half of that story never traveled the way the des...

We spent almost a year mapping AI job displacement in data and projections. This episode puts a real person in that picture. Dat Nguyen is an Army National Guard veteran who transitioned into IT, became a bank project manager, and ultimately led one of his bank's major AI implementation projects. He thought that made him safe. In November 2025, the bank laid him off anyway, and in his view, p...

Three days before this episode, the grid operator serving 67 million people across 13 states cleared its latest power auction at $16.4 billion — $6.3 billion of it data centers. Across the last four auctions, data centers have added $29.4 billion to the electricity bill of those 67 million Americans. That number is filed, audited by an independent market monitor, and hasn't moved. Everything...

"AI doesn't replace the human; it enhances the human." That's the flat answer Joe Turso — Co-Founder/CEO of HivePoint Group, a managed service provider that has spent the last several years building an AI-native operating system for small and mid-sized businesses gives when asked whether AI is costing his clients jobs. In this Season 5 closing guest conversation, Joe walks Carl...

"The silence is the tell." That's how this episode opens because if you've sent out dozens of applications and heard almost nothing back, the instinct is to assume something's wrong with you. It isn't. Roughly a quarter of everyone currently unemployed has been searching for 27 weeks or longer, and the average search now runs about six and a half months. Carlo and Ain...

Send us Fan Mail As of July 2, 2026, AI has been the number-one stated reason for U.S. layoffs for four consecutive months  101,743 jobs cut so far this year with AI explicitly named as the cause (Challenger, Gray and Christmas). That's not a projection. It's a count of what already happened. Meanwhile, a survey of 11,000 HR leaders and employees across seven countries found something al...