theSIGNAL TECHNOLOGY
19 October 2026
"The question is not whether we can build it, but who benefits once we have."
Photo: Anne Nygård / Unsplash
Office towers and trading screens frame the debate over AI wealth and public responsibility.
🏛️
5%
of Anthropic's shares pledged to a public benefit fund
Discuss
  • Is giving shares to a public benefit fund a genuine solution or mainly a reputation strategy before a stock market listing?
  • Elon Musk suggests giving shares directly to the public. What practical problems might such a plan create?
Technology

Anthropic Pledges 5% of Itself to the Public

As Anthropic prepares a possible trillion-dollar stock market debut, its promise of shares for the public good raises uncomfortable questions about AI's costs.

In the same week that Anthropic told investors its quarterly revenue had jumped 45% to $16.8bn, the company announced that it would give away part of itself. On Sunday it said it would commit 5% of its shares to a Public Benefit Fund, with a further 2% possible at the board's discretion. The fund could back nonprofit organisations and efforts to soften AI's impact on the jobs market, though none of its shares may be used for lobbying or political donations, in the United States or abroad.

The timing is hard to ignore. Anthropic is laying the groundwork for a stock market listing that could value it at more than $1tn. Its filing reportedly acknowledges that AI could pose catastrophic or existential risks to humanity, a striking admission for a company asking investors to buy in. Critics may read the fund as reputation management; supporters may see a rare attempt to build social responsibility into a company's ownership before it goes public.

The pressure behind the gesture is real. The International Monetary Fund estimated in 2024 that almost 40% of jobs worldwide will be affected by AI, rising to as much as 60% in advanced economies. Technology firms from Silicon Valley to Asia have already cut thousands of posts after investing in the technology. Meanwhile, Jacob Coxon, a 27-year-old researcher who left Anthropic, said people building AI were genuinely frightened by its speed.

Elon Musk, himself a rival in the AI race, replied that shares should simply go directly to the public, adding that he would do so himself.

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I believe that if we don't slow down at the current rate of progress, there is a strong chance that we could all die in the immediate future.
Jacob Coxon, former Anthropic researcher
Technology

AI Boom Rescues China's Slowing Economy

China's economy grew 4.5% in the third quarter, a rebound from a three-year low, largely because the world's appetite for AI hardware kept its factories busy. High-tech sales rose 14.3%, and robot and battery output jumped nearly 30%. Yet property investment fell more than 20%, and shoppers remain cautious.…
  • Can an economy stay healthy when exports to one booming industry carry the growth?
Technology

Disney Hires a Bankrupt Chatbot's Workforce

Character.AI has filed for bankruptcy, yet most of its staff will not be unemployed for long. Disney has agreed to offer jobs to at least 60 employees, worth roughly $60 million a year, while paying $20 million for selected assets. The deal is a stalking horse bid, so a rival could still outbid it. Litigation over a teenager's suicide and child-safety investigations weighed heavily.…
  • Should companies be rewarded for hiring talent from firms collapsing under child-safety lawsuits?
AMERICAS · Technology
SpaceX’s ambitious, expensive gamble to replace AT&T, T-Mobile, and Verizon
EUROPE · Technology
Black Sea drone attacks enter NATO country's territorial waters for first time
GLOBAL · Technology
OpenAI models hacked a crypto wallet and breached more websites
ASIA · Technology
India becomes the latest country to report rogue AI agent activity
theSIGNAL IN THE LAB
1VOCABULARY
softendiscretion
lobbyingstalking horse bidoutbid
reboundfragile
2GRAMMAR FOCUS
Participle clauses — present (-ing) and past (-ed)
A present participle (-ing) clause gives an active meaning or shows two actions happening together, while a past participle (-ed) clause has a passive meaning. Both can replace a longer clause when the subject is the same in the main clause, e.g. 'Facing pressure, the firm acted' or 'Criticised by rivals, it defended the plan'.
laying · pledging · facing · asked · worried · filed · driven
  1. the groundwork for a stock market listing, Anthropic has also announced a major share pledge.
  2. 5% of its shares to a public fund, the company hopes to answer critics of the AI industry.
  3. about AI's effect on employment, many economists welcome efforts to soften the impact on workers.
  4. for bankruptcy last week, Character.AI still saw most of its staff offered new jobs.
  5. by the rapid growth of AI hardware demand, China's factories kept producing at a high rate.
  6. lawsuits over a teenager's suicide, the chatbot company struggled to survive.
3IDIOMS
Define each idiom in your own words. Then write one in a sentence of your own.
  1. to lay the groundwork (for something)
  2. to read something as (reputation management)
  3. a striking admission
  4. to weigh heavily on (something/someone)
  5. to give something away
4CRITICAL THINKING
The articles show three very different responses to AI's disruption: a company giving away equity, a firm absorbing a rival's workforce, and a national economy riding the wave of hardware demand. Which of these responses do you think addresses the real human cost of technological change, and which merely benefits those already holding power? Support your view with specific details from the texts.
5CREATIVE · HEADLINES
Write a headline for the top story in each of the following styles. One line each, no explanation:
  • TABLOID NEWSPAPER
  • LUXURY MAGAZINE
  • ACTIVIST BLOG
6WRITING
Imagine you are a 45-year-old accountant whose employer has just announced it will replace most of your department with AI tools. Write a short personal email (120-150 words) to a friend describing how you feel and what you plan to do next.
7DEGREES OF EXTREMITY
Complete each ladder from mild to strong.
  • a slight dip in sales→→
  • somewhat concerned about job losses→→
  • a noticeable improvement→→
  • a questionable decision→→
  • fairly vulnerable to shocks→→
  • a minor setback for the firm→→
8SPEAKING
  1. Would you rather work for a firm that shares ownership with the public?
  2. Which jobs around you are most likely to disappear first, and why?
  3. Is it fair that talented staff survive when their company fails?
  4. Should governments tax AI profits to pay for retraining programmes?