# 19.10 CLOSING THE RING
Now let's redraw the diagram for the language-agency, but fill in more details from the last few sections.

Many thinkers have assumed that such abilities lie beyond the reach of all machines. Yet here we see that retrieving the whole from a few of its parts requires no magic leap past logic and necessity, but only simple societies of agents that "recognize" when certain requirements are met. If something is red and round and has the right size and shape for an apple — and nothing else seems wrong — then one will probably think "apple."
This method for arousing complete recollections from incomplete clues — we could call it "reminding" — is powerful but imperfect. Our speaker might have had in mind not an apple, but some other round, red, fruit, such as a tomato or a pomegranate. Any such process leads only to guesses — and frequently these will be wrong. Nonetheless, to think effectively, we often have to turn aside from certainty — to take some chance of being wrong. Our memory systems are powerful because they're not constrained to be perfect!