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Rohan Paul relays that Anthropic has an unreleased model

On October 20, 2026, Rohan Paul relayed a report from The Information stating that Anthropic has an unreleased model capable of inferring user goals from sparse instructions. The relay also stated that this model outperforms Anthropic's current models in reasoning and intuitive judgment, including in cases where users have never explicitly stated their needs. There are currently no follow-up developments, no official evidence, and no additional cross-sources; the status of the event remains at the level of this relay.

Anthropic contributes part of its shares to a newly established philanthropic fund

Anthropic announced that it will contribute part of its equity to a newly established Anthropic Public Benefit Fund, initially contributing 5% of its equity pending shareholder approval; each time the company's valuation rises 50% above the baseline, the board may, at its discretion, add another 2%. The fund is established as a wholly owned LLC, making it easier to flexibly adjust between traditional nonprofit donations and direct distributions to specific populations, and the Anthropic equity it holds will not be used for lobbying or political contributions. Combined with the co-founders' pledge to donate 80% of their equity and an employee equity donation matching program, Anthropic says about 20% of the company's shares will be used for the public good. On October 19, reports estimated that at a $965B valuation, this 5% stake is worth about $48B. On the same day, SpaceX CEO Musk said he would give one share of SpaceX stock to every child in the United States, but did not explain how the shares would be distributed.

View story:Anthropic contributes part of its shares to a newly established public benefit fund

Anthropic in talks with Nscale for a second $45 billion computing power agreement

On October 20, 2026, it was reported that Anthropic is in talks with Nscale for a second computing power agreement worth approximately $45 billion. The deal would double Anthropic's reservation in West Virginia to 920 megawatts, adding another 460-megawatt building at the Monarch Compute Campus running Nvidia Vera Rubin chips; Anthropic also holds a right of first refusal on the campus's expected third building. The report said the two sides signed their first contract in August, a six-year, 460-megawatt lease with deliveries starting at the end of 2027, averaging about $7.5 billion per year. Nscale's IPO filing lists its agreement with Anthropic as worth up to about $44.6 billion, and the value of the second deal depends on whether the first Monarch building and Vera Rubin racks can be powered on schedule by the end of 2027. There is currently no official confirmation of the talks, and Anthropic declined to comment.

Anthropic releases report disclosing changes in the company's employment structure

Anthropic released an internal research report analyzing AI's impact on the company's hiring and work organization, based on data including employment, AI usage, output metrics, employee surveys, calendars and recruiting records, as well as interviews with 17 employees. The report says the share of junior employees in technical departments fell from 21% in early 2025 to 14%, and the share of junior technical roles in hiring dropped from 27% to 9%; by August, interactive AI agents' working hours were six times those of employees, and per-engineer code commits reached five times the level of six months earlier. The report also notes that human attention has become the bottleneck for agent output, that employees are shifting toward meta-work of building monitoring and orchestration agents, and that hiring now places more emphasis on autonomy and judgment. Subsequent reporting says that 80% of the time spent in Claude sessions is agents waiting for human input, that in March agents' total working hours exceeded humans' for the first time, and that the share of interactive sessions employees use to manage agents rose from 10% to 22%.

View story:Anthropic releases report disclosing changes in the company's workforce structure

Rohan Paul relays that Anthropic has an unreleased model

On October 20, 2026, Rohan Paul relayed a report from The Information stating that Anthropic has an unreleased model capable of inferring user goals from sparse instructions. The relay also stated that this model outperforms Anthropic's current models in reasoning and intuitive judgment, including in cases where users have never explicitly stated their needs. There are currently no follow-up developments, no official evidence, and no additional cross-sources; the status of the event remains at the level of this relay.

View story:Rohan Paul relays that Anthropic has an unreleased model

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Anthropic in talks for a second $45 billion computing power deal with Nscale

On October 20, 2026, it was reported that Anthropic is in talks with Nscale for a second computing power agreement worth approximately $45 billion. The deal would double Anthropic's reservation in West Virginia to 920 megawatts, adding another 460-megawatt building at the Monarch Compute Campus running Nvidia Vera Rubin chips; Anthropic also holds a right of first refusal on the campus's expected third building. The report said the two sides signed their first contract in August, a six-year, 460-megawatt lease with deliveries starting at the end of 2027, averaging about $7.5 billion per year. Nscale's IPO filing lists its agreement with Anthropic as worth up to about $44.6 billion, and the value of the second deal depends on whether the first Monarch building and Vera Rubin racks can be powered on schedule by the end of 2027. There is currently no official confirmation of the talks, and Anthropic declined to comment.

View story:Anthropic in talks with Nscale for a second $45 billion computing power agreement

Anthropic pitches investors and discloses revenue growth ahead of listing

On October 14, 2026, Anthropic disclosed at a potential IPO investor meeting in San Francisco that its third-quarter revenue reached $16.8 billion, up about 45% quarter over quarter, and that it had achieved adjusted profitability and positive operating cash flow. According to The Information, citing people familiar with the matter, the company's cumulative adjusted operating margin for the first three quarters of this year reached 11%, with cumulative revenue of about $33.1 billion. Anthropic had previously confidentially submitted a draft IPO registration statement to the SEC and is expected to list before the Thanksgiving holiday in November. Subsequent reports said the company plans to launch its IPO after the U.S. midterm elections in November, with a target valuation of $2 trillion, and has committed to investing at least $5.18 trillion in cloud and infrastructure over the next 10 years.

Anthropic publishes "The AI Expectations Gap" survey

On October 16, 2026, Anthropic published the "The AI Expectations Gap" survey, comparing the expectations of U.S. adults and Anthropic employees regarding AI. The study is based on a survey conducted in August 2026. Official evidence shows that 91% of Anthropic employees believe AI will be able to make Nobel Prize-level discoveries by 2030, compared with 39% of U.S. adults; employees expect on average that AI will be able to complete 75% of their current work by 2030, compared with 28% for employed Americans. According to the study's economic model, the median U.S. adult's responses correspond to 5.4% GDP growth in 2030, while the median employee's correspond to 17.1%. The two groups differ markedly on the share of their own work that will be replaced by AI, but both believe that the more replacement there is, the higher the unemployment rate will be. Subsequent reporting said that the two groups largely agree in their judgments of AI's current capabilities, with the divergence concentrated on the pace of technological progress and the scope of corporate adoption in the coming years; 95% of Anthropic employees still believe the company's total headcount will increase over the next 12 months, with a median expected growth of 66%. The survey has now been publicly released, with no further developments.

View story:Anthropic publishes "The AI Expectations Gap" survey

Anthropic pitches investors and discloses revenue growth ahead of IPO

On October 14, 2026, Anthropic disclosed at a potential IPO investor meeting in San Francisco that its third-quarter revenue reached $16.8 billion, up about 45% quarter over quarter, and that it had achieved adjusted profitability and positive operating cash flow. According to The Information, citing people familiar with the matter, the company's cumulative adjusted operating margin for the first three quarters of this year reached 11%, with cumulative revenue of about $33.1 billion. Anthropic had previously confidentially submitted a draft IPO registration statement to the SEC and is expected to list before the Thanksgiving holiday in November. Subsequent reports said the company plans to launch its IPO after the U.S. midterm elections in November, with a target valuation of $2 trillion, and has committed to investing at least $5.18 trillion in cloud and infrastructure over the next 10 years.

View story:Anthropic pitches investors and discloses revenue growth ahead of listing

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Anthropic releases report disclosing changes in the company's workforce structure

Anthropic released an internal research report analyzing AI's impact on the company's hiring and work organization, based on data including employment, AI usage, output metrics, employee surveys, calendars and recruiting records, as well as interviews with 17 employees. The report says the share of junior employees in technical departments fell from 21% in early 2025 to 14%, and the share of junior technical roles in hiring dropped from 27% to 9%; by August, interactive AI agents' working hours were six times those of employees, and per-engineer code commits reached five times the level of six months earlier. The report also notes that human attention has become the bottleneck for agent output, that employees are shifting toward meta-work of building monitoring and orchestration agents, and that hiring now places more emphasis on autonomy and judgment. Subsequent reporting says that 80% of the time spent in Claude sessions is agents waiting for human input, that in March agents' total working hours exceeded humans' for the first time, and that the share of interactive sessions employees use to manage agents rose from 10% to 22%.

Anthropic publishes "The AI Expectations Gap" survey

On October 16, 2026, Anthropic published the "The AI Expectations Gap" survey, comparing the expectations of U.S. adults and Anthropic employees regarding AI. The study is based on a survey conducted in August 2026. Official evidence shows that 91% of Anthropic employees believe AI will be able to make Nobel Prize-level discoveries by 2030, compared with 39% of U.S. adults; employees expect on average that AI will be able to complete 75% of their current work by 2030, compared with 28% for employed Americans. According to the study's economic model, the median U.S. adult's responses correspond to 5.4% GDP growth in 2030, while the median employee's correspond to 17.1%. The two groups differ markedly on the share of their own work that will be replaced by AI, but both believe that the more replacement there is, the higher the unemployment rate will be. Subsequent reporting said that the two groups largely agree in their judgments of AI's current capabilities, with the divergence concentrated on the pace of technological progress and the scope of corporate adoption in the coming years; 95% of Anthropic employees still believe the company's total headcount will increase over the next 12 months, with a median expected growth of 66%. The survey has now been publicly released, with no further developments.