Empiriceme · Model · Theory / Model

Law of Accelerating Returns (Kurzweil)

Evolutionary and technological processes accelerate, with each advance shortening the time to the next.

Kurzweil proposed the law in The Age of Spiritual Machines in 1999 and elaborated it in a 2001 essay. The contested part is the extrapolation rather than the historical pattern.

In practice

  • A forecaster who plots thirty years of processor counts and extends the line to 2060 has assumed the thing in question.
  • Which technologies are plotted largely determines the curve, and the same method applied to transport speed or crop yields produces a decelerating one.
Possible explanations
The proposed explanation is compounding: each generation of tools is used to build the next, so capability grows exponentially rather than linearly.
In its favour
Some measured series do fit it over decades, including computing cost per operation, and the observation that tools build tools is uncontroversial.
Against it
Which series are plotted largely determines the curve, many technologies have stalled for decades, and the extrapolation to future dates rests on selecting the ones that have not.
Standing
Critics note that the choice of which technologies to plot largely determines the curve.
Subject
Technology & Software
Essay
How technologies spread, scale, decay and frighten us

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