Anthropic commits 5% of its shares to a fund it will run, as Nscale's IPO buyers push the price down to $16-19 billion

This brief covers the 24 hours from 08:15 on October 18 to 08:15 on October 19, Dhaka time. No frontier lab released a model in that window. The day's news was about ownership: Anthropic carving out a slice of itself for public benefit, Nscale trying to sell shares at a price its buyers dispute, and Character.AI's remains going to Disney.

Anthropic said on Sunday that 5% of its shares will go to a new entity, the Anthropic Public Benefit Fund, subject to a stockholder vote 1. The fund is a wholly owned LLC rather than a charity, and Anthropic will run it.

The board may also add 2% more of the company, at its own discretion, each time Anthropic's value rises 50% above a baseline it has not disclosed 2.

Anthropic counts older promises toward the total. Its co-founders pledged 80% of their equity when the company was founded, and employees can pledge shares that Anthropic matches, which about half of them do 1. With Sunday's commitment, about 20% of Anthropic's shares are earmarked for public purposes. Anthropic says none of the equity held by the fund will go to lobbying or political giving, in the US or abroad.

The fund could make large donations to nonprofits or direct cash payments to specific groups, with labour-market disruption as the first named target 1. Anthropic has already put $200 million into research on that problem.

Anthropic's post draws its own comparison. Tech companies usually hand executives escalating equity awards as they grow, and this equity goes to public benefit instead 1.

Anthropic announced the fund while preparing to list. The offering would make it a public benefit corporation, and its prospectus runs 261 pages, about 80 of them risk factors, Reuters reports 2. CNBC reported on October 15 that Anthropic told investors third-quarter revenue was $16.8 billion, with the IPO reportedly set for November 3.

What the fund holds today is equity. Its resources rise and fall with Anthropic's value, and they become spendable when shares are sold. Two blanks decide whether it works as a public trust or as a corporate foundation: the baseline that triggers the extra shares, and who governs the money.

Two reactions followed the announcement. Lise Buyer of the IPO advisory firm Class V Group told CNBC the step was both required preparation for a listing and helpful to the company's image 3. Elon Musk, whose xAI competes with Anthropic, said on X that the shares should go directly to the public 2.

The labour-market disruption Anthropic names first has been sized elsewhere. IMF managing director Kristalina Georgieva said last week that about 40% of jobs will be augmented, downgraded or eliminated by AI, and up to 60% in advanced economies 2. A Pew Research Center survey in August found 71% of US adults expecting AI to cut jobs over the next two years 3.

Microsoft pulled out of a data-centre deal with Nscale in the United Kingdom, and Nscale confirmed the exit on Sunday, after the site ran into delays from power constraints 4. Microsoft is an investor in Nscale as well as a customer of it.

Nscale is seeking an IPO valuation of about $30 billion. Investors who would buy the shares have urged $16 billion to $19 billion instead, pointing to the collapse of Australian AI data-centre company Firmus's listing plan 4.

Selling has not started. Nscale filed publicly on September 18 and has yet to begin marketing, though the 15-day waiting period has elapsed, because it is working through comments from the SEC 4. It had been expected to raise as much as $3 billion.

The flagship site is behind. Nscale's campus north of the Arctic Circle in Norway is six months late after cooling-system leaks, local regulatory problems, construction delays and a fire 4.

Listed peers have already been repriced. CoreWeave lost a quarter of its market value last week, and Nebius fell 32% over the previous two weeks 4.

The report rests on people it does not name, and Nscale says no final decision has been made. Its September pre-IPO round is on the record: $3.36 billion led by Third Point, with Nvidia, Apollo, Citadel, Hudson Bay Capital and the Abu Dhabi Investment Council taking part 4.

The valuation is what a developer borrows against. Signed contracts do not reprice when the shares do.

Character.AI filed for bankruptcy on October 13, five years after it launched 5. What happens to the company next appeared on Sunday in a court filing, reported by Bloomberg.

Disney will buy some of Character.AI's assets for $20 million 6. Disney has also offered jobs to at least 60 employees, the majority of the workforce, at an estimated $60 million a year in combined pay. The filing says most of those offered accepted.

The offer is a stalking horse bid, which leaves room for another company to outbid Disney 6. Character.AI's former chief executive, Karandeep Anand, became Disney's first chief technology officer in September.

The filing carries the company's own account of the failure. It had a large and engaged user base, and it was carrying high costs plus "potential litigation-related liabilities and regulatory engagement" 6. Its chatbots had been linked to the death of a 14-year-old boy, and the company faced state investigations over child safety.

Disney is paying $20 million for the technology and taking on $60 million a year in pay.

Each of the three stories is about a price: for equity, for a listing, for a bankrupt company's assets. In each, one side has named a number that the other has yet to accept: the shares still need a stockholder vote, the listing still needs a price, and the auction still admits a higher bid.

Anthropic's stockholder vote, then the baseline and the fund's governance. Those two unknowns decide how much the 5% is worth and who spends it.

Whether Nscale starts marketing, and at what figure. The amended S-1 will show the range before any shares are sold.

Whether a higher stalking-horse bid arrives for Character.AI, and what it values the technology at.

Whether a second lab commits equity on similar terms. The 5% is easy to copy; independent governance would be the harder part to match.