AI's Neo-Communist Manifesto

Research evidence excerpt

AI's Neo-Communist Manifesto

as much code as in '24, because it is now mostly written and integrated 20%10%

by Claude. Ditto for session success rates. Claude's success in tackling 0% Trivial Tasks Routine Tasks Substantial Tasks Open-endedProblems

difficult open-ended problems has reached 76% and >80% for substantial Sep'25 Dec'25 May'26

tasks. While human input is still vital, Anthropic is showing that AI is getting

Source: Anthropic; Macquarie Global Strategy

close to an escape velocity. 2. AI is also progressing beyond codes, with

growing signs of integration into the physical world of robotics, automation, API (US$ per 1m tokens) - Long Way

autonomous driving, 3D printing, biotech, and other applications. While down

many of these changes can be traced to early 00s - OECD showed that API (US$ per 1m tokens)

technology enabled corporates in the top 5% to grow productivity 4x faster 30

than in the past - the pace has been recently accelerating. AI is already 25

transforming robotics, from rigid instructions to machine learning, flexibility 20

and greater autonomy in decision-making, including reinforced learning 15

and predictive analytics. 3. While all of this should ultimately lead to higher 10

productivity and abundance (as choke points disappear), it has the potential 5

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DeepSeek - peak Gemini GPT Claudefor dramatic social and geopolitical disruptions. Recent paper by the

University of Michigan showed that economists' views of work as essentially Pro-Grade Flash

a "bad thing" to be compensated through wages is flawed, with meaning, Source: Company Data; Macquarie Global Strategy

purpose, psychological satisfaction and "fairness" being more important.