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Tuesday

  6. Huxiu

    Anthropic survey: employees expect AI to be able to complete 75% of their own work by 2030, while the public expects only 28%

    The Anthropic Institute released "The AI Expectations Gap" on October 16, 2026. The survey shows that Anthropic employees on average expect that by 2030 AI will be able to complete tasks corresponding to 75% of their current working hours, while the average expectation among employed Americans is only 28%. The two groups broadly agree in their judgments of AI's current capabilities; the divergence is concentrated in the pace of technological progress and the scope of enterprise adoption in the coming years. For example, 90% of employees expect that by 2027 AI will be capable of designing and publishing research tasks, while only 38% of the public expects so. Despite expecting a high degree of task automation, 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 Anthropic Institute released "The AI Expectations Gap" on October 16, 2026. The survey shows that Anthropic employees on average expect that by 2030 AI will be able to complete tasks corresponding to 75% of their current working hours, while the average expectation among employed Americans is only 28%. The two groups broadly agree in their judgments of AI's current capabilities; the divergence is concentrated in the pace of technological progress and the scope of enterprise adoption in the c

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    #hot-signal#Papers/Research#Industry news#Anthropic
  7. AYi AI Notes

    Anthropic engineer shares Claude Code multi-agent orchestration playbook

    In a 30-minute workshop, an Anthropic engineer demonstrated an advanced use of Claude Code: running more than 100 agents simultaneously within one integrated loop, with 1 main agent in charge, while sub-agents act as project managers to break down tasks, distribute them, and cross-validate results. Based on this, the author suggests developers first use the main window to write task decomposition and acceptance rules, then spawn sub-agents to execute submodules concurrently. The author also warns that when a hundred agents run simultaneously, if termination conditions and permission boundaries are not hard-coded, it is easy to burn a large amount of tokens in an infinite loop, and beginners should start small with one main agent and three sub-agents.

    In a 30-minute workshop, an Anthropic engineer demonstrated an advanced use of Claude Code: running more than 100 agents simultaneously within one integrated loop, with 1 main agent in charge, while sub-agents act as project managers to break down tasks, distribute them, and cross-validate results. Based on this, the author suggests developers first use the main window to write task decomposition and acceptance rules, then spawn sub-agents to execute submodules concurrently. The author also warn

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    #hot-signal#Tutorials / practice#Agents#English text is being prepared.

Monday

  3. The Elec

    Anthropic Reports $16.8 Billion in Q3 Revenue and Achieves Profitability for the First Time

    Anthropic reported $16.8 billion in third-quarter revenue, up 45% quarter-over-quarter, and achieved profitability for the first time on an adjusted basis. Revenue rose from $4.7 billion in the first quarter to $11.6 billion in the second quarter. The company plans to launch an IPO after the U.S. midterm elections in November, with a target valuation of $2 trillion, while committing to invest at least $5.18 trillion in cloud and infrastructure over the next 10 years.

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    #hot-signal#Industry news#Anthropic
  6. AYi AI Notes

    Anthropic Co-founder Says the Singularity Has Begun, Entry-Level Tech Hiring Cut from 27% to 9%

    Anthropic co-founder Jack Clark said at the IMF annual meeting that this year they have obtained conclusive evidence that the singularity has already begun. The blogger pointed out that Anthropic, on one hand, has cut the proportion of entry-level tech hiring from 27% to 9%, and on the other hand, has used company equity to set up a fund to address future unemployment shocks, indicating that it is reallocating capital and positions on the premise that the singularity has already arrived.

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    #hot-signal#English text is being prepared.#Anthropic
  8. TechCrunch AI

    Anthropic announces it will contribute 5% of its shares to a philanthropic fund

    Anthropic announced the establishment of a philanthropic fund, to which it will contribute 5% of the company's shares. The fund is a wholly owned entity of the company and includes an option to add 2% more shares each time the company's valuation grows by 50%. The company's stated ideas for how the funds will be used include large donations to traditional nonprofit organizations or direct distributions to specific groups of people. It had previously committed $200 million to research AI's impact on the job market. Anthropic said it will disclose information about the fund's structure and governance in the coming months.

    Anthropic announced the establishment of a philanthropic fund, to which it will contribute 5% of the company's shares. The fund is a wholly owned entity of the company and includes an option to add 2% more shares each time the company's valuation grows by 50%. The company's stated ideas for how the funds will be used include large donations to traditional nonprofit organizations or direct distributions to specific groups of people. It had previously committed $200 million to research AI's impact

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    #tech-media#Industry news#Anthropic

Sunday