Progress Speed

  • Moore’s law stands out for its speed against improvements in other industrial processes.
  • The speed of intercontinental travel rose from about 35 kilometers per hour for large ocean liners in 1900 to 885 km/h for the Boeing 707 in 1958, an average rise of 5.6 percent a year. But that speed has remained essentially constant ever since—the Boeing 787 cruises just a few percent faster than the 707. Between 1973 and 2014, the fuel-conversion efficiency of new U.S. passenger cars (even after excluding monstrous SUVs and pickups) rose at an annual rate of just 2.5 percent, from 13.5 to 37 miles per gallon (that’s from 17.4 liters per 100 kilometers to 6.4 L/100 km). And finally, the energy cost of steel (coke, natural gas, electricity), our civilization’s most essential metal, was reduced from about 50 gigajoules to less than 20 per metric ton between 1950 and 2010—that is, an annual rate of about –1.7 percent.

Gen AI for Shopping

  • Though still small, Adobe is reporting sharp growth in this type of traffic, “doubling every two months since September 2024.
  • 39% of consumers use Gen AI for shopping.
  • This traffic is more engaged but has a 9% lower propensity to spend (up from a 43% gap just over 6 months ago).
  • No wonder OpenAI is looking at this use case.

US China AI Race

  • What stands out from this deep analysis is the renewed optimism in China on advanced semiconductor design and manufacturing.
  • Ren [Huawei founder] further said that he is leading a network of more than 2,000 Chinese companies who are collectively working to ensure that China achieves self-sufficiency of more than 70 percent across the entire semiconductor value chain by 2028. These predictions should be taken seriously.

Marketplace Pulse Year In Review

  • Want a guide to what happened in the world of ecommerce in 2024? Read here.
  • The most fascinating development continues to be a move from made in China, to sold by China to now, with the rise of Temu and Shein, promoted by China.
  • Retail media has taken over from traditional TV in terms of advertising dollars.

Is AI Progress Accelerating?

  • OpenAI’s new o3 system – trained on the ARC-AGI-1 Public Training set – has scored a breakthrough 75.7% on the Semi-Private Evaluation set at our stated public leaderboard $10k compute limit. A high-compute (172x) o3 configuration scored 87.5%.
  • This is a surprising and important step-function increase in AI capabilities, showing novel task adaptation ability never seen before in the GPT-family models. For context, ARC-AGI-1 took 4 years to go from 0% with GPT-3 in 2020 to 5% in 2024 with GPT-4o. All intuition about AI capabilities will need to get updated for o3.
  • Source.

The Concrete Impact of AI

  • In the US there are 5,000 data centers today, with 450 being added every year to 2030.
  • Data centers need a lot of concrete, more so due to AI’s need for bigger servers.
  • This concrete causes a lot of emissions, throwing a spanner in big tech emission targets, and leading to high demand for so-called green concrete.

You don’t Own Anything

  • The transformation of technology to the -as-a-service model has led to many positives, yet it has led to a situation where users don’t own anything.
  • This creates vulnerabilities – “years ago websites were made of files; now they are made of dependencies.”
  • If the current trend of technology is sweeping us in a direction of “everything is amazing, but nothing is ours”, Technology that’s Actually Yours could be the next great counter-trend.
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