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PREDICTIONS – 10 Years Later - Santa Fe Institute

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1. SCIENCE AND FORETELLING<br />

gue that Bach may have disapproved of this!) Thus transposing became<br />

possible, musical ensembles flexible, and life generally easier for all<br />

musicians.<br />

As it happens, equal-temper tuning is very close to the natural octave<br />

so that the differences are almost imperceptible. The natural octave,<br />

however, may have more profound reasons for existence. Purist musicians<br />

claim that piano and violin can no longer play together and<br />

sometimes demand an old-fashioned tuning for a favorite recital. Furthermore,<br />

studying the natural octave may provide insights and<br />

understanding on a cosmological level. In his book In Search of the Miraculous,<br />

Peter Ouspensky, the Russian mathematicians and<br />

philosopher, recounts ideas that relate the natural octave to the creation<br />

of the universe! 12 The seeker of pure and esoteric truth should be wary<br />

of elegant formulations such as those of Bach and Gauss.<br />

Independently of arguments of elegance, the logistic function is intimately<br />

associated with the law of natural growth. One can visualize this<br />

law either with the bell-shaped or with the S-shaped curve. Both are<br />

seeded with a parameter describing the ceiling, the capacity of the niche<br />

in process of being filled. The important difference between them, from<br />

the statistical analysis point of view, is that the S-curve, which usually<br />

depicts a cumulative rate of growth, is much less sensitive to fluctuations<br />

because one year’s low is compensated for by another year’s high.<br />

Therefore, the S-curve representation of a natural growth process provides<br />

a more reliable way to forecast the level of the ceiling. From an<br />

intuitive point of view, an S-curve promises the amount of growth that<br />

can be accomplished while a bell-curve heralds the coming end of the<br />

process as a whole.<br />

44

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