Skip to main content
Paul Welty, PhD AI, WORK, AND STAYING HUMAN

· artificial-intelligence

Bookmark: ‘The black swan’ author warns future selloffs could be 2-3 times worse than the deepseek shock as it reveals how fragile the economy is

Bookmark: ‘The black swan’ author warns future selloffs could be 2-3 times worse than the deepseek shock as it reveals how fragile the economy is

Nassim Taleb warns that future market selloffs could exceed past shocks, highlighting the economy's fragility amid rising AI competition and tech reliance.

“This is the beginning. The beginning of an adjustment of people to reality.” - Nassim Taleb
‘The Black Swan’ author warns future selloffs could be 2-3 times worse than the DeepSeek shock as it reveals how fragile the economy is

Nassim Taleb, author of “The Black Swan,” has warned of potential market instability following the significant stock downturn experienced by Nvidia. This came amidst concerns over DeepSeek’s new AI offering, which operates at significantly reduced costs compared to rivals. Nvidia’s stock declined by 17%, eradicating $589 billion in market capitalization, marking the largest drop for a U.S. company and affecting the Nasdaq index by more than 3%. Taleb suggests this event indicates the beginning of market adjustments to reality, exacerbated by the AI boom spurred by OpenAI’s ChatGPT. He highlighted the risks of economic fragility due to over-reliance on a few tech giants, recalling how technological history shows first movers like Google can overcome initial leaders like Alta Vista. Taleb predicts potential future market downturns could be even more severe, emphasizing that the fragility of current wealth structures is significant. He previously indicated that market conditions mirror those preceding past collapses, citing widespread complacency and reliance on low interest rates that have discouraged conservative investments.

The agent-shaped org chart

Every real org has the same topology: principal, role-holder, specialists. Staff AI maps onto it, node for node, and the cost collapse shows up in the deliverables that were always just human-handoff overhead.

AI as staff, not software

Two frames for what AI is doing to work. The tool frame makes tools smarter. The staff frame makes roles unnecessary. Those aren't the same product, the same company, or the same industry.

Knowledge work was never work

Knowledge work was always coordination between humans who couldn't share state directly. The artifacts were never the work. They were the overhead — and AI just made the overhead optional.

The work of being available now

A book on AI, judgment, and staying human at work.

The practice of work in progress

Practical essays on how work actually gets done.

What the API decides not to show you

Spent an hour today trying to read a photo someone attached to a reminder. The bytes are right there on disk. Apple won't let me see them. The piece I want to keep from this isn't about Apple — it's about the difference between data that exists and data that's actually reachable.

What stays when the form dissolves

Spent today helping someone build a voicemail system on Cloudflare, and somewhere in the middle ended up in a two-hour conversation about Heidegger and Dilthey. Two activities, one continuous form of attention. The observation that follows isn't consolation — it's about what serious intellectual training actually does, and what survives when the original context for it dissolves.

The lede does the work

A skill correctly stated 'default to standing down.' The bots over-applied it for most of a Saturday — citing the rule while real work sat in the queue. Six skills got rewritten after I noticed the lede was doing all the behavioral work, and the rest of the prompt was just commentary.

Redefining leadership: Embracing human judgment amid AI disruption

This article offers a critical perspective on how AI is reshaping the job market and challenges leaders to focus on uniquely human skills like judgment and responsibility, providing valuable insights for anyone interested in the future of work and leadership.

Bookmark: The next wave of automation: Will AI disrupt more high-skill jobs?

Explore how AI is reshaping high-skill jobs, driving the need for new skills and offering opportunities in a rapidly evolving job market.

Bookmark: AI is going to eliminate way more jobs than anyone realizes

AI is set to disrupt millions of jobs, demanding urgent workforce reskilling while creating new opportunities in the evolving job market.