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Mind, Body, World- Foundations of Cognitive Science, 2013a

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that the application <strong>of</strong> the criterion <strong>of</strong> appropriateness does not entail the occurrence<br />

<strong>of</strong> a process <strong>of</strong> considering this criterion. (Ryle, 1949, p. 31)<br />

Ryle’s regress occurs when we explain outer intelligence by appealing to inner<br />

intelligence.<br />

Ryle’s regress is also known as the homunculus problem, where a homunculus<br />

is an intelligent inner agent. The homunculus problem arises when one explains<br />

outer intelligence by appealing to what is in essence an inner homunculus. For<br />

instance, Fodor noted the obvious problems with a homuncular explanation <strong>of</strong> how<br />

one ties their shoes:<br />

And indeed there would be something wrong with an explanation that said, ‘This<br />

is the way we tie our shoes: we notify a little man in our head who does it for<br />

us.’ This account invites the question: ‘How does the little man do it?’ but, ex<br />

hypothesis, provides no conceptual mechanisms for answering such questions.<br />

(Fodor, 1968a, p. 628)<br />

Indeed, if one proceeds to answer the invited question by appealing to another<br />

homunculus within the “little man,” then the result is an infinite proliferation <strong>of</strong><br />

homunculi.<br />

To solve Ryle’s regress an algorithm must be analyzed into steps that do not<br />

require further decomposition in order to be explained. This means when some<br />

function is decomposed into a set <strong>of</strong> subfunctions, it is critical that each <strong>of</strong> the subfunctions<br />

be simpler than the overall function that they work together to produce<br />

(Cummins, 1983; Dennett, 1978; Fodor, 1968a). Dennett (1978, p. 123) noted that<br />

“homunculi are bogeymen only if they duplicate entire the talents they are rung in<br />

to explain.” Similarly, Fodor (1968a, p. 629) pointed out that “we refine a psychological<br />

theory by replacing global little men by less global little men, each <strong>of</strong> whom has<br />

fewer unanalyzed behaviors to perform than did his predecessors.”<br />

If the functions produced in a first pass <strong>of</strong> analysis require further decomposition<br />

in order to be themselves explained, then the subfunctions that are produced<br />

must again be even simpler. At some point, the functions become so simple—the<br />

homunculi become so stupid—that they can be replaced by machines. This is<br />

because at this level all they do is answer “yes” or “no” to some straightforward question.<br />

“One discharges fancy homunculi from one’s scheme by organizing armies <strong>of</strong><br />

such idiots to do the work” (Dennett, 1978, p. 124).<br />

The set <strong>of</strong> subfunctions that exist at this final level <strong>of</strong> decomposition belongs<br />

to what computer scientists call the device’s architecture (Blaauw & Brooks, 1997;<br />

Brooks, 1962; Dasgupta, 1989). The architecture defines what basic abilities are built<br />

into the device. For a calculating device, the architecture would specify three different<br />

types <strong>of</strong> components: the basic operations <strong>of</strong> the device, the objects to which these<br />

operations are applied, and the control scheme that decides which operation to carry<br />

Multiple Levels <strong>of</strong> Investigation 47

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