Around 1800, three in four American workers farmed. Today it is 1.5 in 100. Episode 1 of Work After Work explains the three-sector model (Fisher, Clark, Fourastié), 200 years of data from the US, Japan, China and Germany, a myth check on American manufacturing, and the question of this season: will automation become a sector of its own?
The Latest
Running Grok Is Burning A Hole In xAI’s Pocket, Admits Musk – YourStory.com
A YourStory headline reports that Elon Musk acknowledged Grok is costly to operate. The available material gives no figures, timing or exact remarks.
Anthropic’s Claude AI Model Accessed Georgia Voter Data In US – The Guardian
The Guardian headline says Anthropic’s Claude accessed Georgia voter data, but the available material provides no article details to confirm what happened.
Anthropic’s Moat Is Claude – Noahpinion
A headline links Anthropic’s competitive moat to Claude, but the article body and evidence behind that argument are unavailable.
Anthropic’s Claude AI Predicts A Monumental Move For SUI By 2027 – Yahoo Finance
A Yahoo Finance headline says Claude predicts a major SUI move by 2027, but no article body or supporting details were available to verify the claim.
How China’s AI Labs Are Chasing Recursive Self-Improvement Without Touching Model Weights – Pandaily
The available ByteDance Seed item gives only a headline; it does not establish which Chinese labs, methods or results are involved.
52 Companies Now Mention Humanoid Robots in SEC Filings. History Says: Read the Fine Print
We ran the SEC EDGAR search ourselves: 52 companies mentioned “humanoid” in 10-K, 10-Q, 8-K and S-1 filings this year, up from 17 in 2025 and 6 in 2024. Only 9 build, sell or own a humanoid maker. What the filings say once you read past the press release, what dot-com, blockchain and AI washing teach, and a checklist to tell a robot strategy from a robot story. Not investment advice.
The Marshall Islands Pays Every Citizen a Basic Income. One Year In, What the First Nationwide UBI Can and Can’t Tell Us
A year after the Marshall Islands started paying every resident citizen a basic income, four quarterly payments have gone out, the last one $215.85 to 40,714 people, and the country has just budgeted $32.5 million plus a $3.2 million top-up for year two. What Enra is, who pays for it (a US compact trust fund worth $1.77 billion), why the IMF wants it replaced, and what the first nationwide UBI can and cannot tell richer countries in the AI debate.
Abu Dhabi Wants an AI-Native Government. What Happens to Public Work When the Rules Become Machine-Readable?
On 2 November 2026 Abu Dhabi signed four agreements with OpenAI: ADNOC, Mubadala, a five-year rollout with G42’s Inception42 and a “Machine-Readable Government” pilot that lets AI assist officials with routine compliance checks. What was signed, what was not disclosed, and what it means for companies, residents and public employees when the rulebook becomes software.
The End of the AI Flat Rate? Musk Says Grok Bot Cost Too Much, OpenAI Tightens the Rules. What Changes for You
Elon Musk says serving Grok Bot was unsustainably high relative to revenue. OpenAI limits paid ChatGPT accounts per card and device and moves ChatGPT and Codex onto one token-based allowance from December. Is the all-you-can-eat era of AI subscriptions ending? What the original posts and help pages say, why every question costs something different, and what it means for companies and users.