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38 718.403 TD 0 Tc 0 Tw (Below is the unedited penultimate draft of:)Tj
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0 -42.4 TD -0.302 Tc ([scanned in by OCR: contains errors])Tj
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0 13.6 TD -0.155 Tc (Searle, John. R. \(1980\) Minds, brains, and programs. )Tj
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284.801 0 TD 0 Tc (Behavioral and)Tj
85.6 0 TD (Brain Sciences 3 \(3\): 417-457)Tj
/F1 12.8 Tf
-370.401 -42.4 TD (This is the unedited penultimate draft of a BBS target article that has been accepted for publication )Tj
0 -13.6 TD (\(Copyright 1980: Cambridge University Press )Tj
265.601 0 TD (/)Tj
28.8 0 TD -0.06 Tc (-- publication date provisional\) and is )Tj
-294.401 -13.6 TD -0.032 Tc (currently being circulated for Open Peer Commentary. This preprint is for inspection only, to help )Tj
0 -13.6 TD 0.017 Tc (prospective commentators decide whether or not they wish to prepare a formal commentary. Please do )Tj
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38 306.401 TD 0 Tc (Abstract)Tj
/F2 12.8 Tf
0 -30.4 TD -0.31 Tc (This article can be viewed as an attempt to explore the)Tj
264.801 0 TD -0.353 Tc (consequences of two propositions. \(1\) Intentionality in )Tj
-264.801 -13.6 TD -0.728 Tc (human)Tj
34.4 0 TD -0.346 Tc (beings \(and animals\) is a product of causal features of the brain I)Tj
312.001 0 TD -0.388 Tc (assume this is an empirical fact about )Tj
-346.401 -13.6 TD -0.38 Tc (the actual causal relations)Tj
124.8 0 TD -0.327 Tc (between mental processes and brains It says simply that certain)Tj
306.401 0 TD -0.189 Tc (brain processes are )Tj
-431.202 -13.6 TD -0.519 Tc (sufficient for intentionality. \(2\))Tj
144.801 0 TD -0.43 Tc (Instantiating a computer program is never by itself a sufficient)Tj
295.201 0 TD -0.416 Tc (condition of )Tj
-440.002 -13.6 TD -0.478 Tc (intentionality The main argument of this paper is)Tj
230.401 0 TD -0.419 Tc (directed at establishing this claim The form of the argument is to)Tj
-230.401 -13.6 TD -0.391 Tc (show how a human agent could instantiate the program and still not)Tj
324.001 0 TD -0.414 Tc (have the relevant intentionality. These two )Tj
-324.001 -13.6 TD -0.338 Tc (propositions have the)Tj
105.6 0 TD -0.389 Tc (following consequences \(3\) The explanation of how the brain)Tj
295.201 0 TD -0.436 Tc (produces intentionality )Tj
-400.802 -13.6 TD -0.38 Tc (cannot be that it does it by instantiating)Tj
188.801 0 TD -0.328 Tc (a computer program. This is a strict logical consequence of 1 and)Tj
316.001 0 TD 0 Tc (2. \(4\) )Tj
-504.802 -13.6 TD -0.463 Tc (Any mechanism capable of producing intentionality must have)Tj
297.601 0 TD -0.313 Tc (causal powers equal to those of the brain. This is )Tj
-297.601 -13.6 TD -0.23 Tc (meant to be a)Tj
68.8 0 TD -0.352 Tc (trivial consequence of 1. \(5\) Any attempt literally to create)Tj
282.401 0 TD -0.53 Tc (intentionality artificially \(strong AI\) )Tj
-351.201 -13.6 TD -0.28 Tc (could not succeed just by)Tj
125.6 0 TD -0.352 Tc (designing programs but would have to duplicate the causal powers of)Tj
334.401 0 TD -0.488 Tc (the human )Tj
-460.002 -13.6 TD -0.376 Tc (brain. This follows from 2 and 4.)Tj
0 -28.8 TD -0.387 Tc ("Could a machine think?" On the argument advanced here only a)Tj
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92 0 TD -0.429 Tc (namely brains and machines with internal causal powers equivalent)Tj
320.801 0 TD -0.285 Tc (to those of brains And )Tj
-412.802 -13.6 TD -0.407 Tc (that is why strong AI has little to tell us)Tj
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316.801 0 TD 0 Tc (and )Tj
-504.802 -13.6 TD -0.488 Tc (no program by itself is sufficient for thinking.)Tj
/F2 7.2 Tf
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-499.202 0 TD 0.141 Tc (Minds, Brains, and Programs)Tj
514.402 -722.403 TD 0.117 Tc (Page 1 of 19)Tj
-514.402 0 TD 0.28 Tc (http://www.bbsonline.org/documents/a/00/00/04/84/bbs00000484-00/bbs.searle2.html)Tj
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38 714.403 TD 0 Tc 0 Tw (Keywords)Tj
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0 -30.4 TD -0.552 Tc (artificial intelligence, brain, intentionality, mind)Tj
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38 627.202 TD -0.407 Tc (What psychological and philosophical significance should we attach to)Tj
338.401 0 TD -0.379 Tc (recent efforts at computer simulations of )Tj
-338.401 -13.6 TD -0.452 Tc (human cognitive capacities?)Tj
136.001 0 TD -0.479 Tc (In answering this question, I find it useful to distinguish what I will)Tj
314.401 0 TD -0.472 Tc (call "strong" AI )Tj
-450.402 -13.6 TD -0.49 Tc (from "weak" or "cautious" AI \(Artificial)Tj
190.401 0 TD -0.373 Tc (Intelligence\). According to weak AI, the principal value of the)Tj
299.201 0 TD -0.304 Tc (computer )Tj
-489.602 -13.6 TD -0.417 Tc (in the study of the mind is that it gives us a very powerful)Tj
273.601 0 TD -0.311 Tc (tool. For example, it enables us to formulate and test )Tj
-273.601 -13.6 TD -0.355 Tc (hypotheses in a)Tj
76.8 0 TD -0.325 Tc (more rigorous and precise fashion. But according to strong AI, the)Tj
321.601 0 TD -0.354 Tc (computer is not merely a )Tj
-398.402 -13.6 TD -0.374 Tc (tool in the study of the mind; rather, the)Tj
191.201 0 TD -0.362 Tc (appropriately programmed computer really is a mind, in the sense that)Tj
-191.201 -13.6 TD -0.376 Tc (computers given the right programs can be literally said to understand)Tj
335.201 0 TD -0.327 Tc (and have other cognitive states. In strong )Tj
-335.201 -13.6 TD -0.271 Tc (AI, because the programmed)Tj
144.001 0 TD -0.309 Tc (computer has cognitive states, the programs are not mere tools that)Tj
324.801 0 TD -0.272 Tc (enable us to )Tj
-468.802 -13.6 TD -0.34 Tc (test psychological explanations; rather, the programs are)Tj
272.801 0 TD -0.415 Tc (themselves the explanations.)Tj
-272.801 -28.8 TD -0.292 Tc (I have no objection to the claims of weak AI, at least as far as this)Tj
320.001 0 TD -0.377 Tc (article is concerned. My discussion here will )Tj
-320.001 -13.6 TD -0.304 Tc (be directed at the claims)Tj
120 0 TD -0.373 Tc (I have defined as those of strong AI, specifically the claim that the)Tj
317.601 0 TD -0.303 Tc (appropriately )Tj
-437.602 -13.6 TD -0.392 Tc (programmed computer literally has cognitive states and)Tj
266.401 0 TD -0.408 Tc (that the programs thereby explain human cognition. )Tj
-266.401 -13.6 TD -0.318 Tc (When I hereafter)Tj
84.8 0 TD -0.305 Tc (refer to AI, I have in mind the strong version, as expressed by these)Tj
328.001 0 TD -0.419 Tc (two claims.)Tj
-412.802 -28.8 TD -0.339 Tc (I will consider the work of Roger Schank and his colleagues at Yale)Tj
328.801 0 TD -0.211 Tc (\(Schank & Abelson 1977\), because I am )Tj
-328.801 -13.6 TD -0.497 Tc (more familiar with it than I am)Tj
145.601 0 TD -0.37 Tc (with any other similar claims, and because it provides a very clear)Tj
316.801 0 TD -0.377 Tc (example of the )Tj
-462.402 -13.6 TD -0.392 Tc (sort of work I wish to examine. But nothing that follows)Tj
269.601 0 TD -0.276 Tc (depends upon the details of Schank's programs. The )Tj
-269.601 -13.6 TD -0.421 Tc (same arguments would)Tj
112.8 0 TD -0.315 Tc (apply to Winograd's SHRDLU \(Winograd 1973\), Weizenbaum's ELIZA)Tj
354.401 0 TD -0.448 Tc (\(Weizenbaum )Tj
-467.202 -13.6 TD (1965\), and indeed any Turing machine simulation of human)Tj
285.601 0 TD -0.437 Tc (mental phenomena.)Tj
-285.601 -28.8 TD -0.362 Tc (Very briefly, and leaving out the various details, one can describe)Tj
315.201 0 TD -0.356 Tc (Schank's program as follows: the aim of the )Tj
-315.201 -13.6 TD -0.402 Tc (program is to simulate the)Tj
126.4 0 TD -0.393 Tc (human ability to understand stories. It is characteristic of human)Tj
306.401 0 TD -0.285 Tc (beings' story-)Tj
-432.802 -13.6 TD -0.354 Tc (understanding capacity that they can answer questions)Tj
262.401 0 TD -0.391 Tc (about the story even though the information that they )Tj
-262.401 -13.6 TD -0.398 Tc (give was never)Tj
74.4 0 TD -0.348 Tc (explicitly stated in the story. Thus, for example, suppose you are)Tj
311.201 0 TD -0.546 Tc (given the following story:)Tj
-385.601 -28.8 TD -0.289 Tc (-A man went into a restaurant and ordered a hamburger. When the)Tj
324.801 0 TD -0.299 Tc (hamburger arrived it was burned to a crisp, )Tj
-324.801 -13.6 TD -0.324 Tc (and the man stormed out of)Tj
135.201 0 TD -0.422 Tc (the restaurant angrily, without paying for the hamburger or leaving a)Tj
325.601 0 TD -0.36 Tc (tip." Now, if )Tj
-460.802 -13.6 TD -0.355 Tc (you are asked -Did the man eat the hamburger?" you will)Tj
276.801 0 TD -0.348 Tc (presumably answer, ' No, he did not.' Similarly, if )Tj
-276.801 -13.6 TD -0.406 Tc (you are given the)Tj
84.8 0 TD -0.331 Tc (following story: '-A man went into a restaurant and ordered a)Tj
296.001 0 TD -0.398 Tc (hamburger; when the )Tj
-380.801 -13.6 TD -0.331 Tc (hamburger came he was very pleased with it; and as)Tj
253.601 0 TD -0.333 Tc (he left the restaurant he gave the waitress a large tip )Tj
-253.601 -13.6 TD -0.394 Tc (before paying)Tj
68.8 0 TD -0.33 Tc (his bill," and you are asked the question, -Did the man eat the)Tj
297.601 0 TD -0.404 Tc (hamburger?,-' you will presumably )Tj
-366.401 -13.6 TD -0.281 Tc (answer, -Yes, he ate the hamburger.")Tj
182.401 0 TD -0.348 Tc (Now Schank's machines can similarly answer questions about restaurants)Tj
-182.401 -13.6 TD -0.345 Tc (in this fashion. To do this, they have a -representation" of the sort)Tj
315.201 0 TD -0.435 Tc (of information that human beings have about )Tj
-315.201 -13.6 TD -0.35 Tc (restaurants, which enables)Tj
128.8 0 TD -0.301 Tc (them to answer such questions as those above, given these sorts of)Tj
323.201 0 TD -0.29 Tc (stories. When the )Tj
-452.002 -13.6 TD -0.366 Tc (machine is given the story and then asked the)Tj
219.201 0 TD -0.364 Tc (question, the machine will print out answers of the sort that we )Tj
-219.201 -13.6 TD -0.48 Tc (would)Tj
32.8 0 TD -0.407 Tc (expect human beings to give if told similar stories. Partisans of)Tj
299.201 0 TD (strong AI claim that in this question and )Tj
-332.001 -13.6 TD -0.346 Tc (answer sequence the machine)Tj
145.601 0 TD -0.508 Tc (is not only simulating a human ability but also)Tj
-131.201 -28.8 TD 0 Tc (1.)Tj
17.6 0 TD -0.35 Tc (that the machine can literally be said to understand the story and)Tj
309.601 0 TD -0.28 Tc (provide the answers to questions, and)Tj
/F2 7.2 Tf
149.601 665.603 TD 0.266 Tc (7/14/03 6:14 PM)Tj
-499.202 0 TD 0.141 Tc (Minds, Brains, and Programs)Tj
514.402 -722.403 TD 0.117 Tc (Page 2 of 19)Tj
-514.402 0 TD 0.28 Tc (http://www.bbsonline.org/documents/a/00/00/04/84/bbs00000484-00/bbs.searle2.html)Tj
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52.4 729.603 TD 0 Tc 0 Tw (2.)Tj
17.6 0 TD -0.413 Tc (that what the machine and its program do explains the human ability)Tj
326.401 0 TD -0.265 Tc (to understand the story and answer )Tj
-326.401 -13.6 TD -0.332 Tc (questions about it.)Tj
-32 -28.8 TD -0.281 Tc (Both claims seem to me to be totally unsupported by Schank's' work, as)Tj
350.401 0 TD -0.41 Tc (I will attempt to show in what follows.)Tj
-350.401 -28.8 TD -0.336 Tc (One way to test any theory of the mind is to ask oneself what it would)Tj
338.401 0 TD -0.417 Tc (be like if my mind actually worked on )Tj
-338.401 -13.6 TD -0.375 Tc (the principles that the theory)Tj
138.401 0 TD -0.321 Tc (says all minds work on. Let us apply this test to the Schank program)Tj
331.201 0 TD -0.444 Tc (with the )Tj
-469.602 -13.6 TD -0.36 Tc (following Gedankenexperiment. Suppose that I'm locked in a)Tj
296.001 0 TD -0.379 Tc (room and given a large batch of Chinese writing. )Tj
-296.001 -13.6 TD -0.321 Tc (Suppose furthermore)Tj
104.8 0 TD -0.294 Tc (\(as is indeed the case\) that I know no Chinese, either written or)Tj
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-412.002 -13.6 TD -0.377 Tc (even confident that I could recognize Chinese)Tj
220.801 0 TD -0.415 Tc (writing as Chinese writing distinct from, say, Japanese writing or)Tj
-220.801 -13.6 TD -0.448 Tc (meaningless squiggles. To me, Chinese writing is just so many)Tj
297.601 0 TD -0.506 Tc (meaningless squiggles. )Tj
-297.601 -28.8 TD -0.361 Tc (Now suppose further that after this first batch of Chinese writing I am)Tj
335.201 0 TD -0.311 Tc (given a second batch of Chinese script )Tj
-335.201 -13.6 TD -0.346 Tc (together with a set of rules for)Tj
146.401 0 TD -0.35 Tc (correlating the second batch with the first batch. The rules are in)Tj
309.601 0 TD -0.444 Tc (English, and I )Tj
-456.002 -13.6 TD -0.343 Tc (understand these rules as well as any other native)Tj
238.401 0 TD -0.31 Tc (speaker of English. They enable me to correlate one set of )Tj
-238.401 -13.6 TD -0.62 Tc (formal)Tj
33.6 0 TD -0.397 Tc (symbols with another set of formal symbols, and all that 'formal' means)Tj
340.801 0 TD -0.376 Tc (here is that I can identify the )Tj
-374.401 -13.6 TD -0.352 Tc (symbols entirely by their shapes. Now)Tj
186.401 0 TD -0.335 Tc (suppose also that I am given a third batch of Chinese symbols together)Tj
-186.401 -13.6 TD -0.412 Tc (with some instructions, again in English, that enable me to correlate)Tj
322.401 0 TD -0.399 Tc (elements of this third batch with the first two )Tj
-322.401 -13.6 TD -0.22 Tc (batches, and these)Tj
92 0 TD -0.381 Tc (rules instruct me how to give back certain Chinese symbols with certain)Tj
344.801 0 TD -0.28 Tc (sorts of shapes in )Tj
-436.802 -13.6 TD -0.318 Tc (response to certain sorts of shapes given me in the)Tj
244.001 0 TD -0.347 Tc (third batch. Unknown to me, the people who are giving me )Tj
-244.001 -13.6 TD -0.413 Tc (all of these)Tj
54.4 0 TD -0.353 Tc (symbols call the first batch "a script," they call the second batch a)Tj
315.201 0 TD -0.351 Tc ("story. ' and they call the third )Tj
-369.601 -13.6 TD -0.371 Tc (batch "questions." Furthermore, they)Tj
178.401 0 TD -0.342 Tc (call the symbols I give them back in response to the third batch)Tj
304.801 0 TD -0.362 Tc ("answers )Tj
-483.202 -13.6 TD -0.396 Tc (to the questions." and the set of rules in English that they)Tj
271.201 0 TD -0.417 Tc (gave me, they call "the program.")Tj
-271.201 -28.8 TD -0.34 Tc (Now just to complicate the story a little, imagine that these people)Tj
319.201 0 TD -0.457 Tc (also give me stories in English, which I )Tj
-319.201 -13.6 TD -0.296 Tc (understand, and they then ask)Tj
146.401 0 TD -0.365 Tc (me questions in English about these stories, and I give them back)Tj
313.601 0 TD -0.363 Tc (answers in )Tj
-460.002 -13.6 TD -0.316 Tc (English. Suppose also that after a while I get so good at)Tj
269.601 0 TD -0.494 Tc (following the instructions for manipulating the Chinese )Tj
-269.601 -13.6 TD -0.396 Tc (symbols and)Tj
63.2 0 TD -0.345 Tc (the programmers get so good at writing the programs that from the)Tj
322.401 0 TD -0.388 Tc (external point of view that is, )Tj
-385.601 -13.6 TD -0.378 Tc (from the point of view of somebody)Tj
175.201 0 TD -0.314 Tc (outside the room in which I am locked -- my answers to the questions)Tj
338.401 0 TD 0 Tc (are )Tj
-513.602 -13.6 TD -0.406 Tc (absolutely indistinguishable from those of native Chinese speakers.)Tj
320.801 0 TD -0.33 Tc (Nobody just looking at my answers can tell )Tj
-320.801 -13.6 TD -0.183 Tc (that I don't speak a word of)Tj
137.601 0 TD -0.355 Tc (Chinese.)Tj
-137.601 -28.8 TD -0.318 Tc (Let us also suppose that my answers to the English questions are, as)Tj
329.601 0 TD -0.408 Tc (they no doubt would be, indistinguishable )Tj
-329.601 -13.6 TD -0.375 Tc (from those of other native)Tj
126.4 0 TD -0.395 Tc (English speakers, for the simple reason that I am a native English)Tj
312.001 0 TD -0.181 Tc (speaker. From the )Tj
-438.402 -13.6 TD -0.373 Tc (external point of view -- from the point of view of)Tj
240.801 0 TD -0.308 Tc (someone reading my "answers" -- the answers to the )Tj
-240.801 -13.6 TD -0.346 Tc (Chinese questions and)Tj
110.4 0 TD -0.391 Tc (the English questions are equally good. But in the Chinese case, unlike)Tj
338.401 0 TD -0.399 Tc (the English case, )Tj
-448.802 -13.6 TD -0.371 Tc (I produce the answers by manipulating uninterpreted)Tj
254.401 0 TD -0.321 Tc (formal symbols. As far as the Chinese is concerned, I )Tj
-254.401 -13.6 TD -0.484 Tc (simply behave)Tj
71.2 0 TD -0.382 Tc (like a computer; I perform computational operations on formally)Tj
310.401 0 TD -0.325 Tc (specified elements. For the )Tj
-381.601 -13.6 TD -0.346 Tc (purposes of the Chinese, I am simply an)Tj
195.201 0 TD -0.392 Tc (instantiation of the computer program.)Tj
-195.201 -28.8 TD -0.31 Tc (Now the claims made by strong AI are that the programmed computer)Tj
342.401 0 TD -0.29 Tc (understands the stories and that the )Tj
-342.401 -13.6 TD -0.384 Tc (program in some sense explains)Tj
155.201 0 TD (human understanding. But we are now in a position to examine these)Tj
331.201 0 TD -0.577 Tc (claims in )Tj
-486.402 -13.6 TD -0.471 Tc (light of our thought experiment.)Tj
0 -28.8 TD -0.361 Tc (1 As regards the first claim, it seems to me quite obvious in the)Tj
303.201 0 TD -0.273 Tc (example that I do not understand a word of the )Tj
-303.201 -13.6 TD -0.308 Tc (Chinese stories. I have)Tj
112 0 TD -0.412 Tc (inputs and outputs that are indistinguishable from those of the native)Tj
325.601 0 TD -0.207 Tc (Chinese speaker, )Tj
-437.602 -13.6 TD -0.352 Tc (and I can have any formal program you like, but I)Tj
240.801 0 TD -0.322 Tc (still understand nothing. For the same reasons, Schank's )Tj
-240.801 -13.6 TD -0.342 Tc (computer)Tj
48.8 0 TD -0.397 Tc (understands nothing of any stories. whether in Chinese. English. or)Tj
320.001 0 TD -0.363 Tc (whatever. since in the Chinese )Tj
-368.801 -13.6 TD -0.282 Tc (case the computer is me. and in cases)Tj
184.001 0 TD -0.342 Tc (where the computer is not me, the computer has nothing more than I )Tj
/F2 7.2 Tf
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514.402 -722.403 TD 0.117 Tc (Page 3 of 19)Tj
-514.402 0 TD 0.28 Tc (http://www.bbsonline.org/documents/a/00/00/04/84/bbs00000484-00/bbs.searle2.html)Tj
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38 729.603 TD -0.441 Tc 0 Tw (have)Tj
25.6 0 TD -0.349 Tc (in the case where I understand nothing.)Tj
-25.6 -28.8 TD -0.343 Tc (2. As regards the second claim, that the program explains human)Tj
313.601 0 TD -0.307 Tc (understanding, we can see that the computer )Tj
-313.601 -13.6 TD -0.286 Tc (and its program do not)Tj
112.8 0 TD -0.404 Tc (provide sufficient conditions of understanding since the computer and)Tj
333.601 0 TD -0.264 Tc (the program are )Tj
-446.402 -13.6 TD -0.4 Tc (functioning, and there is no understanding. But does it)Tj
259.201 0 TD -0.366 Tc (even provide a necessary condition or a significant )Tj
-259.201 -13.6 TD -0.408 Tc (contribution to)Tj
72.8 0 TD -0.336 Tc (understanding? One of the claims made by the supporters of strong AI is)Tj
351.201 0 TD -0.319 Tc (that when I understand )Tj
-424.002 -13.6 TD -0.43 Tc (a story in English, what I am doing is exactly)Tj
215.201 0 TD -0.234 Tc (the same -- or perhaps more of the same -- as what I was doing in)Tj
-215.201 -13.6 TD -0.474 Tc (manipulating the Chinese symbols. It is simply more formal symbol)Tj
320.801 0 TD -0.464 Tc (manipulation that distinguishes the case in )Tj
-320.801 -13.6 TD -0.392 Tc (English, where I do)Tj
96 0 TD -0.293 Tc (understand, from the case in Chinese, where I don't. I have not)Tj
304.801 0 TD -0.324 Tc (demonstrated that this )Tj
-400.802 -13.6 TD -0.391 Tc (claim is false, but it would certainly appear an)Tj
220.801 0 TD -0.459 Tc (incredible claim in the example. Such plausibility as the claim has)Tj
-220.801 -13.6 TD -0.358 Tc (derives from the supposition that we can construct a program that will)Tj
336.801 0 TD -0.318 Tc (have the same inputs and outputs as )Tj
-336.801 -13.6 TD -0.316 Tc (native speakers, and in addition we)Tj
172.001 0 TD -0.311 Tc (assume that speakers have some level of description where they are also)Tj
-172.001 -13.6 TD -0.385 Tc (instantiations of a program. )Tj
0 -28.8 TD -0.317 Tc (On the basis of these two assumptions we assume that even if Schank's)Tj
344.801 0 TD -0.32 Tc (program isn't the whole story about )Tj
-344.801 -13.6 TD -0.36 Tc (understanding, it may be part of)Tj
155.201 0 TD -0.356 Tc (the story. Well, I suppose that is an empirical possibility, but not)Tj
309.601 0 TD -0.45 Tc (the slightest )Tj
-464.802 -13.6 TD -0.327 Tc (reason has so far been given to believe that it is true,)Tj
253.601 0 TD -0.37 Tc (since what is suggested though certainly not demonstrated )Tj
-253.601 -13.6 TD 0 Tc (-- by the)Tj
45.6 0 TD -0.412 Tc (example is that the computer program is simply irrelevant to my)Tj
306.401 0 TD -0.352 Tc (understanding of the story. In the )Tj
-352.001 -13.6 TD -0.366 Tc (Chinese case I have everything that)Tj
172.001 0 TD -0.408 Tc (artificial intelligence can put into me by way of a program, and I)Tj
307.201 0 TD -0.306 Tc (understand )Tj
-479.202 -13.6 TD -0.432 Tc (nothing; in the English case I understand everything, and)Tj
270.401 0 TD -0.283 Tc (there is so far no reason at all to suppose that my )Tj
-270.401 -13.6 TD -0.422 Tc (understanding has)Tj
88.8 0 TD -0.392 Tc (anything to do with computer programs, that is, with computational)Tj
323.201 0 TD -0.325 Tc (operations on purely )Tj
-412.002 -13.6 TD -0.424 Tc (formally specified elements. As long as the)Tj
206.401 0 TD -0.384 Tc (program is defined in terms of computational operations on purely)Tj
-206.401 -13.6 TD -0.401 Tc (formally defined elements, what the example suggests is that these by)Tj
332.801 0 TD -0.42 Tc (themselves have no interesting connection )Tj
-332.801 -13.6 TD -0.414 Tc (with understanding. They are)Tj
141.601 0 TD -0.406 Tc (certainly not sufficient conditions, and not the slightest reason has)Tj
313.601 0 TD -0.354 Tc (been given to )Tj
-455.202 -13.6 TD -0.291 Tc (suppose that they are necessary conditions or even that)Tj
268.001 0 TD -0.432 Tc (they make a significant contribution to understanding.)Tj
-268.001 -28.8 TD -0.389 Tc (Notice that the force of the argument is not simply that different)Tj
305.601 0 TD -0.366 Tc (machines can have the same input and output )Tj
-305.601 -13.6 TD -0.443 Tc (while operating on)Tj
91.2 0 TD -0.367 Tc (different formal principles -- that is not the point at all. Rather,)Tj
299.201 0 TD -0.423 Tc (whatever purely formal )Tj
-390.401 -13.6 TD (principles you put into the computer, they will)Tj
220.801 0 TD -0.411 Tc (not be sufficient for understanding, since a human will be able to)Tj
-220.801 -13.6 TD -0.433 Tc (follow the formal principles without understanding anything. No reason)Tj
340.801 0 TD -0.245 Tc (whatever has been offered to suppose )Tj
-340.801 -13.6 TD -0.333 Tc (that such principles are necessary)Tj
163.201 0 TD -0.298 Tc (or even contributory, since no reason has been given to suppose that)Tj
332.001 0 TD -0.341 Tc (when I )Tj
-495.202 -13.6 TD -0.418 Tc (understand English I am operating with any formal program at)Tj
298.401 0 TD -0.598 Tc (all.)Tj
-298.401 -28.8 TD -0.377 Tc (Well, then, what is it that I have in the case of the English sentences)Tj
324.801 0 TD -0.281 Tc (that I do not have in the case of the )Tj
-324.801 -13.6 TD -0.333 Tc (Chinese sentences? The obvious)Tj
159.201 0 TD -0.351 Tc (answer is that I know what the former mean, while I haven't the)Tj
307.201 0 TD -0.385 Tc (faintest idea )Tj
-466.402 -13.6 TD -0.346 Tc (what the latter mean. But in what does this consist and)Tj
263.201 0 TD -0.37 Tc (why couldn't we give it to a machine, whatever it is? I )Tj
-263.201 -13.6 TD -0.488 Tc (will return to)Tj
63.2 0 TD -0.384 Tc (this question later, but first I want to continue with the example.)Tj
-63.2 -28.8 TD -0.298 Tc (I have had the occasions to present this example to several workers in)Tj
339.201 0 TD -0.514 Tc (artificial intelligence, and, interestingly, )Tj
-339.201 -13.6 TD -0.254 Tc (they do not seem to agree)Tj
128 0 TD -0.338 Tc (on what the proper reply to it is. I get a surprising variety of)Tj
288.001 0 TD -0.354 Tc (replies, and in what )Tj
-416.002 -13.6 TD -0.405 Tc (follows I will consider the most common of these)Tj
237.601 0 TD -0.437 Tc (\(specified along with their geographic origins\).)Tj
-237.601 -28.8 TD -0.375 Tc (But first I want to block some common misunderstandings about)Tj
312.001 0 TD -0.474 Tc ("understanding": in many of these discussions )Tj
-312.001 -13.6 TD -0.398 Tc (one finds a lot of fancy)Tj
112 0 TD -0.351 Tc (footwork about the word "understanding." My critics point out that)Tj
323.201 0 TD -0.323 Tc (there are many )Tj
-435.202 -13.6 TD -0.429 Tc (different degrees of understanding; that "understanding")Tj
267.201 0 TD -0.277 Tc (is not a simple two-place predicate; that there are even )Tj
-267.201 -13.6 TD -0.467 Tc (different kinds)Tj
71.2 0 TD -0.388 Tc (and levels of understanding, and often the law of excluded middle)Tj
316.001 0 TD -0.28 Tc (doesn-t even apply in a )Tj
-387.201 -13.6 TD -0.36 Tc (straightforward way to statements of the form)Tj
221.601 0 TD -0.362 Tc ("x understands y; that in many cases it is a matter for decision and)Tj
-221.601 -13.6 TD -0.33 Tc (not a simple matter of fact whether x understands y; and so on. To all)Tj
335.201 0 TD -0.291 Tc (of these points I want to say: of course, of )Tj
-335.201 -13.6 TD -0.329 Tc (course. But they have)Tj
107.2 0 TD -0.345 Tc (nothing to do with the points at issue. There are clear cases in which)Tj
328.801 0 TD -0.453 Tc ("understanding' )Tj
/F2 7.2 Tf
55.2 687.203 TD 0.266 Tc (7/14/03 6:14 PM)Tj
-499.202 0 TD 0.141 Tc (Minds, Brains, and Programs)Tj
514.402 -722.403 TD 0.117 Tc (Page 4 of 19)Tj
-514.402 0 TD 0.28 Tc (http://www.bbsonline.org/documents/a/00/00/04/84/bbs00000484-00/bbs.searle2.html)Tj
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38 729.603 TD -0.374 Tc 0 Tw (literally applies and clear cases in which it does not)Tj
246.401 0 TD -0.268 Tc (apply; and these two sorts of cases are all I need for this )Tj
-246.401 -13.6 TD -0.434 Tc (argument 2)Tj
56.8 0 TD -0.323 Tc (I understand stories in English; to a lesser degree I can understand)Tj
320.001 0 TD -0.348 Tc (stories in French; to a still lesser )Tj
-376.801 -13.6 TD (degree, stories in German; and in)Tj
161.601 0 TD -0.337 Tc (Chinese, not at all. My car and my adding machine, on the other hand,)Tj
-161.601 -13.6 TD -0.396 Tc (understand nothing: they are not in that line of business. We often)Tj
314.401 0 TD -0.418 Tc (attribute "under standing" and other cognitive )Tj
-314.401 -13.6 TD -0.264 Tc (predicates by metaphor)Tj
116.8 0 TD -0.352 Tc (and analogy to cars, adding machines, and other artifacts, but nothing)Tj
334.401 0 TD -0.286 Tc (is proved by such )Tj
-451.202 -13.6 TD -0.29 Tc (attributions. We say, "The door knows when to open)Tj
258.401 0 TD -0.391 Tc (because of its photoelectric cell," "The adding machine )Tj
-258.401 -13.6 TD -0.293 Tc (knows how\))Tj
63.2 0 TD -0.287 Tc (\(understands how to, is able\) to do addition and subtraction but not)Tj
326.401 0 TD -0.442 Tc (division," and "The thermostat )Tj
-389.601 -13.6 TD -0.336 Tc (perceives chances in the temperature.")Tj
0 -28.8 TD -0.357 Tc (The reason we make these attributions is quite interesting, and it has)Tj
328.001 0 TD -0.332 Tc (to do with the fact that in artifacts we )Tj
-328.001 -13.6 TD -0.316 Tc (extend our own)Tj
78.4 0 TD -0.327 Tc (intentionality;3 our tools are extensions of our purposes, and so we)Tj
324.001 0 TD -0.406 Tc (find it natural to make )Tj
-402.402 -13.6 TD -0.461 Tc (metaphorical attributions of intentionality to)Tj
208.801 0 TD -0.365 Tc (them; but I take it no philosophical ice is cut by such examples. The)Tj
-208.801 -13.6 TD -0.413 Tc (sense in which an automatic door "understands instructions" from its)Tj
327.201 0 TD -0.364 Tc (photoelectric cell is not at all the sense in )Tj
-327.201 -13.6 TD -0.384 Tc (which I understand)Tj
94.4 0 TD -0.373 Tc (English. If the sense in which Schank's programmed computers understand)Tj
360.801 0 TD -0.323 Tc (stories is )Tj
-455.202 -13.6 TD -0.294 Tc (supposed to be the metaphorical sense in which the door)Tj
276.001 0 TD -0.321 Tc (understands, and not the sense in which I understand )Tj
-276.001 -13.6 TD -0.508 Tc (English, the issue)Tj
84 0 TD -0.339 Tc (would not be worth discussing. But Newell and Simon \(1963\) write that)Tj
348.801 0 TD -0.428 Tc (the kind of cognition )Tj
-432.802 -13.6 TD -0.375 Tc (they claim for computers is exactly the same as)Tj
228.001 0 TD -0.413 Tc (for human beings. I like the straightforwardness of this claim, )Tj
-228.001 -13.6 TD -0.399 Tc (and it)Tj
29.6 0 TD -0.421 Tc (is the sort of claim I will be considering. I will argue that in the)Tj
298.401 0 TD -0.351 Tc (literal sense the programmed computer )Tj
-328.001 -13.6 TD -0.281 Tc (understands what the car and the)Tj
161.601 0 TD -0.418 Tc (adding machine understand, namely, exactly nothing. The computer)Tj
-161.601 -13.6 TD -0.408 Tc (understanding is not just \(like my understanding of German\) partial or)Tj
334.401 0 TD -0.404 Tc (incomplete; it is zero.)Tj
-334.401 -28.8 TD -0.303 Tc (Now to the replies:)Tj
0 -28.8 TD -0.419 Tc (I. The systems reply \(Berkeley\). "While it is true that the individual)Tj
320.001 0 TD -0.268 Tc (person who is locked in the room does not )Tj
-320.001 -13.6 TD -0.298 Tc (understand the story, the)Tj
121.6 0 TD -0.326 Tc (fact is that he is merely part of a whole system, and the system does)Tj
328.001 0 TD -0.307 Tc (understand the )Tj
-449.602 -13.6 TD -0.38 Tc (story. The person has a large ledger in front of him in)Tj
256.001 0 TD -0.301 Tc (which are written the rules, he has a lot of scratch paper )Tj
-256.001 -13.6 TD -0.394 Tc (and pencils)Tj
56.8 0 TD -0.318 Tc (for doing calculations, he has 'data banks' of sets of Chinese symbols.)Tj
336.801 0 TD -0.335 Tc (Now, understanding is not )Tj
-393.602 -13.6 TD -0.381 Tc (being ascribed to the mere individual; rather)Tj
212.801 0 TD -0.372 Tc (it is being ascribed to this whole system of which he is a part.")Tj
-212.801 -28.8 TD -0.405 Tc (My response to the systems theory is quite simple: let the individual)Tj
324.001 0 TD -0.438 Tc (internalize all of these elements of the )Tj
-324.001 -13.6 TD -0.399 Tc (system. He memorizes the rules)Tj
154.401 0 TD -0.31 Tc (in the ledger and the data banks of Chinese symbols, and he does all)Tj
331.201 0 TD (the )Tj
-485.602 -13.6 TD -0.421 Tc (calculations in his head. The individual then incorporates the)Tj
288.801 0 TD -0.395 Tc (entire system. There isn't anything at all to the )Tj
-288.801 -13.6 TD -0.289 Tc (system that he does)Tj
97.6 0 TD -0.252 Tc (not encompass. We can even get rid of the room and suppose he works)Tj
349.601 0 TD -0.311 Tc (outdoors. All the )Tj
-447.202 -13.6 TD -0.335 Tc (same, he understands nothing of the Chinese, and a)Tj
248.801 0 TD -0.364 Tc (fortiori neither does the system, because there isn't anything )Tj
-248.801 -13.6 TD -0.532 Tc (in the)Tj
28.8 0 TD -0.36 Tc (system that isn't in him. If he doesn't understand, then there is no)Tj
310.401 0 TD -0.335 Tc (way the system could understand )Tj
-339.201 -13.6 TD -0.283 Tc (because the system is just a part of)Tj
170.401 0 TD -0.778 Tc (him.)Tj
-170.401 -28.8 TD -0.351 Tc (Actually I feel somewhat embarrassed to give even this answer to the)Tj
334.401 0 TD -0.294 Tc (systems theory because the theory seems )Tj
-334.401 -13.6 TD -0.355 Tc (to me so implausible to start)Tj
137.601 0 TD -0.324 Tc (with. The idea is that while a person doesn't understand Chinese,)Tj
313.601 0 TD (somehow the )Tj
-451.202 -13.6 TD -0.351 Tc (conjunction of that person and bits of paper might)Tj
241.601 0 TD -0.348 Tc (understand Chinese. It is not easy for me to imagine how )Tj
-241.601 -13.6 TD -0.322 Tc (someone who)Tj
70.4 0 TD -0.394 Tc (was not in the grip of an ideology would find the idea at all)Tj
282.401 0 TD -0.418 Tc (plausible. Still, I think many people )Tj
-352.801 -13.6 TD -0.352 Tc (who are committed to the ideology)Tj
170.401 0 TD -0.433 Tc (of strong AI will in the end be inclined to say something very much)Tj
320.801 0 TD -0.477 Tc (like this; )Tj
-491.202 -13.6 TD -0.335 Tc (so let us pursue it a bit further. According to one version)Tj
272.801 0 TD -0.462 Tc (of this view, while the man in the internalized systems )Tj
-272.801 -13.6 TD -0.312 Tc (example doesn't)Tj
80.8 0 TD -0.295 Tc (understand Chinese in the sense that a native Chinese speaker does)Tj
326.401 0 TD -0.274 Tc (\(because, for example, he )Tj
-407.202 -13.6 TD -0.251 Tc (doesn't know that the story refers to)Tj
176.801 0 TD -0.373 Tc (restaurants and hamburgers, etc.\), still "the man as a formal symbol)Tj
-176.801 -13.6 TD -0.403 Tc (manipulation system" really does understand Chinese. The subsystem of)Tj
346.401 0 TD -0.425 Tc (the man that is the formal symbol )Tj
-346.401 -13.6 TD -0.467 Tc (manipulation system for Chinese)Tj
157.601 0 TD -0.403 Tc (should not be confused with the subsystem for English.)Tj
-157.601 -28.8 TD -0.362 Tc (So there are really two subsystems in the man; one understands English,)Tj
347.201 0 TD -0.321 Tc (the other Chinese, and "it's just that the )Tj
/F2 7.2 Tf
144.001 687.203 TD 0.266 Tc (7/14/03 6:14 PM)Tj
-499.202 0 TD 0.141 Tc (Minds, Brains, and Programs)Tj
514.402 -722.403 TD 0.117 Tc (Page 5 of 19)Tj
-514.402 0 TD 0.28 Tc (http://www.bbsonline.org/documents/a/00/00/04/84/bbs00000484-00/bbs.searle2.html)Tj
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/F2 12.8 Tf
38 729.603 TD -0.389 Tc 0 Tw (two systems have little to)Tj
123.2 0 TD -0.349 Tc (do with each other." But, I want to reply, not only do they have little)Tj
328.801 0 TD -0.26 Tc (to do with each )Tj
-452.002 -13.6 TD -0.342 Tc (other, they are not even remotely alike. The subsystem)Tj
264.801 0 TD -0.425 Tc (that understands English \(assuming we allow ourselves )Tj
-264.801 -13.6 TD -0.427 Tc (to talk in this)Tj
64 0 TD -0.335 Tc (jargon of "subsystems" for a moment\) knows that the stories are about)Tj
340.001 0 TD -0.33 Tc (restaurants and eating )Tj
-404.002 -13.6 TD -0.319 Tc (hamburgers, he knows that he is being asked)Tj
218.401 0 TD -0.324 Tc (questions about restaurants and that he is answering questions as )Tj
-218.401 -13.6 TD 0 Tc (best)Tj
23.2 0 TD -0.364 Tc (he can by making various inferences from the content of the story, and)Tj
339.201 0 TD -0.317 Tc (so on. But the Chinese system )Tj
-362.401 -13.6 TD -0.384 Tc (knows none of this. Whereas the English)Tj
197.601 0 TD -0.364 Tc (subsystem knows that "hamburgers" refers to hamburgers, the Chinese)Tj
-197.601 -13.6 TD -0.471 Tc (subsystem knows only that "squiggle squiggle" is followed by "squoggle)Tj
343.201 0 TD -0.408 Tc (squoggle." All he knows is that various )Tj
-343.201 -13.6 TD -0.436 Tc (formal symbols are being)Tj
123.2 0 TD -0.355 Tc (introduced at one end and manipulated according to rules written in)Tj
325.601 0 TD -0.415 Tc (English, and other )Tj
-448.802 -13.6 TD -0.317 Tc (symbols are going out at the other end. )Tj
0 -28.8 TD -0.394 Tc (The whole point of the original example was to argue that such symbol)Tj
340.001 0 TD -0.443 Tc (manipulation by itself couldn't be )Tj
-340.001 -13.6 TD -0.473 Tc (sufficient for understanding Chinese)Tj
172.801 0 TD -0.415 Tc (in any literal sense because the man could write "squoggle squoggle")Tj
328.801 0 TD -0.307 Tc (after )Tj
-501.602 -13.6 TD -0.529 Tc ("squiggle squiggle" without understanding anything in Chinese.)Tj
297.601 0 TD -0.32 Tc (And it doesn't meet that argument to postulate )Tj
-297.601 -13.6 TD -0.47 Tc (subsystems within the)Tj
106.4 0 TD -0.322 Tc (man, because the subsystems are no better off than the man was in the)Tj
340.001 0 TD -0.378 Tc (first place; they )Tj
-446.402 -13.6 TD -0.441 Tc (still don't have anything even remotely like what the)Tj
248.001 0 TD -0.359 Tc (English-speaking man \(or subsystem\) has. Indeed, in the )Tj
-248.001 -13.6 TD 0 Tc (case as)Tj
38.4 0 TD -0.376 Tc (described, the Chinese subsystem is simply a part of the English)Tj
308.001 0 TD -0.32 Tc (subsystem, a part that engages in )Tj
-346.401 -13.6 TD -0.558 Tc (meaningless symbol manipulation)Tj
160.801 0 TD -0.452 Tc (according to rules in English.)Tj
-160.801 -28.8 TD -0.327 Tc (Let us ask ourselves what is supposed to motivate the systems reply in)Tj
340.801 0 TD -0.344 Tc (the first place; that is, what independent )Tj
-340.801 -13.6 TD -0.234 Tc (grounds are there supposed)Tj
136.801 0 TD -0.406 Tc (to be for saying that the agent must have a subsystem within him that)Tj
329.601 0 TD -0.621 Tc (literally )Tj
-466.402 -13.6 TD -0.343 Tc (understands stories in Chinese? As far as I can tell the only)Tj
284.801 0 TD -0.337 Tc (grounds are that in the example I have the same )Tj
-284.801 -13.6 TD -0.346 Tc (input and output as)Tj
94.4 0 TD -0.28 Tc (native Chinese speakers and a program that goes from one to the other.)Tj
347.201 0 TD -0.387 Tc (But the whole )Tj
-441.602 -13.6 TD -0.308 Tc (point of the examples has been to try to show that that)Tj
263.201 0 TD -0.411 Tc (couldn't be sufficient for understanding, in the sense in )Tj
-263.201 -13.6 TD -0.506 Tc (which I)Tj
38.4 0 TD -0.31 Tc (understand stories in English, because a person, and hence the set of)Tj
331.201 0 TD -0.272 Tc (systems that go to make up a )Tj
-369.601 -13.6 TD -0.383 Tc (person, could have the right combination)Tj
197.601 0 TD -0.402 Tc (of input, output, and program and still not understand anything in the)Tj
-197.601 -13.6 TD -0.436 Tc (relevant literal sense in which I understand English. )Tj
0 -28.8 TD -0.418 Tc (The only motivation for saying there must be a subsystem in me that)Tj
326.401 0 TD -0.309 Tc (understands Chinese is that I have a )Tj
-326.401 -13.6 TD -0.327 Tc (program and I can pass the Turing)Tj
168.001 0 TD -0.31 Tc (test; I can fool native Chinese speakers. But precisely one of the)Tj
311.201 0 TD -0.293 Tc (points at )Tj
-479.202 -13.6 TD -0.357 Tc (issue is the adequacy of the Turing test. The example shows)Tj
289.601 0 TD -0.347 Tc (that there could be two "systems," both of which )Tj
-289.601 -13.6 TD -0.338 Tc (pass the Turing test,)Tj
99.2 0 TD -0.404 Tc (but only one of which understands; and it is no argument against this)Tj
328.001 0 TD -0.318 Tc (point to say that since )Tj
-427.202 -13.6 TD -0.355 Tc (they both pass the Turing test they must both)Tj
217.601 0 TD -0.398 Tc (understand, since this claim fails to meet the argument that the )Tj
-217.601 -13.6 TD -0.459 Tc (system)Tj
36 0 TD -0.374 Tc (in me that understands English has a great deal more than the system)Tj
330.401 0 TD -0.297 Tc (that merely processes Chinese. In )Tj
-366.401 -13.6 TD -0.377 Tc (short, the systems reply simply begs)Tj
175.201 0 TD -0.45 Tc (the question by insisting without argument that the system must)Tj
301.601 0 TD -0.306 Tc (understand )Tj
-476.802 -13.6 TD -0.355 Tc (Chinese.)Tj
0 -28.8 TD -0.277 Tc (Furthermore, the systems reply would appear to lead to consequences)Tj
340.801 0 TD -0.286 Tc (that are independently absurd. If we are )Tj
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-446.402 -13.6 TD -0.296 Tc (the stomach understands. It is, by the way, not an)Tj
240.801 0 TD -0.32 Tc (answer to this point to say that the Chinese system has )Tj
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196.801 0 TD -0.252 Tc (desire.)Tj
/F2 7.2 Tf
294.401 697.603 TD 0.266 Tc (7/14/03 6:14 PM)Tj
-499.202 0 TD 0.141 Tc (Minds, Brains, and Programs)Tj
514.402 -722.403 TD 0.117 Tc (Page 6 of 19)Tj
-514.402 0 TD 0.28 Tc (http://www.bbsonline.org/documents/a/00/00/04/84/bbs00000484-00/bbs.searle2.html)Tj
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/F2 12.8 Tf
38 720.003 TD -0.34 Tc 0 Tw (This last point bears on some independent problems in strong AI, and it)Tj
345.601 0 TD -0.387 Tc (is worth digressing for a moment to )Tj
-345.601 -13.6 TD -0.339 Tc (explain it. If strong AI is to be a)Tj
155.201 0 TD -0.384 Tc (branch of psychology, then it must be able to distinguish those systems)Tj
340.001 0 TD -0.224 Tc (that are )Tj
-495.202 -13.6 TD -0.368 Tc (genuinely mental from those that are not. It must be able to)Tj
284.001 0 TD -0.447 Tc (distinguish the principles on which the mind works )Tj
-284.001 -13.6 TD -0.42 Tc (from those on which)Tj
100.8 0 TD -0.418 Tc (nonmental systems work; otherwise it will offer us no explanations of)Tj
332.001 0 TD -0.477 Tc (what is specifically )Tj
-432.802 -13.6 TD -0.419 Tc (mental about the mental. And the mental-nonmental)Tj
249.601 0 TD -0.352 Tc (distinction cannot be just in the eye of the beholder but it )Tj
-249.601 -13.6 TD -0.368 Tc (must be)Tj
40.8 0 TD -0.344 Tc (intrinsic to the systems; otherwise it would be up to any beholder to)Tj
326.401 0 TD -0.29 Tc (treat people as nonmental and, for )Tj
-367.201 -13.6 TD -0.424 Tc (example, hurricanes as mental if he)Tj
169.601 0 TD -0.409 Tc (likes. But quite often in the AI literature the distinction is blurred)Tj
308.001 0 TD -0.433 Tc (in ways )Tj
-477.602 -13.6 TD -0.377 Tc (that would in the long run prove disastrous to the claim that)Tj
285.601 0 TD -0.386 Tc (AI is a cognitive inquiry. McCarthy, for example, )Tj
-285.601 -13.6 TD -0.261 Tc (writes, '-Machines as)Tj
105.6 0 TD -0.364 Tc (simple as thermostats can be said to have beliefs, and having beliefs)Tj
326.401 0 TD -0.157 Tc (seems to be a )Tj
-432.002 -13.6 TD -0.346 Tc (characteristic of most machines capable of problem)Tj
249.601 0 TD -0.337 Tc (solving performance" \(McCarthy 1979\). )Tj
-249.601 -28.8 TD -0.349 Tc (Anyone who thinks strong AI has a chance as a theory of the mind ought)Tj
352.001 0 TD -0.362 Tc (to ponder the implications of that )Tj
-352.001 -13.6 TD -0.155 Tc (remark. We are asked to accept it as)Tj
182.401 0 TD -0.349 Tc (a discovery of strong AI that the hunk of metal on the wall that we use)Tj
339.201 0 TD 0 Tc (to )Tj
-521.602 -13.6 TD -0.36 Tc (regulate the temperature has beliefs in exactly the same sense that)Tj
316.001 0 TD -0.283 Tc (we, our spouses, and our children have )Tj
-316.001 -13.6 TD -0.39 Tc (beliefs, and furthermore that)Tj
137.601 0 TD -0.3 Tc ("most" of the other machines in the room -- telephone, tape recorder,)Tj
335.201 0 TD -0.405 Tc (adding )Tj
-472.802 -13.6 TD -0.416 Tc (machine, electric light switch, -- also have beliefs in this)Tj
267.201 0 TD -0.37 Tc (literal sense. It is not the aim of this article to argue )Tj
-267.201 -13.6 TD -0.494 Tc (against)Tj
36 0 TD -0.419 Tc (McCarthy's point, so I will simply assert the following without)Tj
298.401 0 TD -0.38 Tc (argument. The study of the mind starts )Tj
-334.401 -13.6 TD -0.402 Tc (with such facts as that humans)Tj
147.201 0 TD -0.36 Tc (have beliefs, while thermostats, telephones, and adding machines don't.)Tj
343.201 0 TD -0.378 Tc (If you get )Tj
-490.402 -13.6 TD -0.309 Tc (a theory that denies this point you have produced a)Tj
248.001 0 TD -0.332 Tc (counterexample to the theory and the theory is false. )Tj
-248.001 -28.8 TD -0.365 Tc (One gets the impression that people in AI who write this sort of thing)Tj
332.801 0 TD -0.358 Tc (think they can get away with it because )Tj
-332.801 -13.6 TD -0.347 Tc (they don't really take it)Tj
112 0 TD -0.351 Tc (seriously, and they don't think anyone else will either. I propose for)Tj
324.001 0 TD -0.286 Tc (a moment at least, to )Tj
-436.002 -13.6 TD -0.403 Tc (take it seriously. Think hard for one minute)Tj
208.001 0 TD -0.325 Tc (about what would be necessary to establish that that hunk of metal )Tj
-208.001 -13.6 TD 0 Tc (on)Tj
15.2 0 TD -0.403 Tc (the wall over there had real beliefs beliefs with direction of fit,)Tj
296.801 0 TD -0.344 Tc (propositional content, and conditions of )Tj
-312.001 -13.6 TD -0.401 Tc (satisfaction; beliefs that had)Tj
134.401 0 TD -0.389 Tc (the possibility of being strong beliefs or weak beliefs; nervous,)Tj
300.001 0 TD -0.293 Tc (anxious, or secure )Tj
-434.402 -13.6 TD -0.386 Tc (beliefs; dogmatic, rational, or superstitious)Tj
204.801 0 TD -0.425 Tc (beliefs; blind faiths or hesitant cogitations; any kind of beliefs. The)Tj
-204.801 -13.6 TD -0.341 Tc (thermostat is not a candidate. Neither is stomach, liver adding)Tj
298.401 0 TD -0.292 Tc (machine, or telephone. However, since we are )Tj
-298.401 -13.6 TD -0.399 Tc (taking the idea seriously,)Tj
120.8 0 TD -0.327 Tc (notice that its truth would be fatal to strong AI's claim to be a)Tj
296.001 0 TD -0.322 Tc (science of the mind. For )Tj
-416.802 -13.6 TD -0.324 Tc (now the mind is everywhere. What we wanted to)Tj
239.201 0 TD -0.411 Tc (know is what distinguishes the mind from thermostats and )Tj
-239.201 -13.6 TD -0.507 Tc (livers. And if)Tj
64 0 TD -0.36 Tc (McCarthy were right, strong AI wouldn't have a hope of telling us)Tj
318.401 0 TD -0.319 Tc (that.)Tj
-382.401 -28.8 TD -0.302 Tc (II. The Robot Reply \(Yale\). "Suppose we wrote a different kind of)Tj
324.001 0 TD -0.266 Tc (program from Schank's program. Suppose )Tj
-324.001 -13.6 TD -0.306 Tc (we put a computer inside a)Tj
132.801 0 TD -0.352 Tc (robot, and this computer would not just take in formal symbols as input)Tj
344.001 0 TD -0.375 Tc (and give out )Tj
-476.802 -13.6 TD -0.386 Tc (formal symbols as output, but rather would actually)Tj
248.001 0 TD -0.224 Tc (operate the robot in such a way that the robot does )Tj
-248.001 -13.6 TD -0.532 Tc (something very much)Tj
104 0 TD -0.491 Tc (like perceiving, walking, moving about, hammering nails, eating)Tj
303.201 0 TD -0.444 Tc (drinking -- anything you )Tj
-407.202 -13.6 TD -0.328 Tc (like. The robot would, for example have a)Tj
204.801 0 TD -0.313 Tc (television camera attached to it that enabled it to 'see,' it would)Tj
303.201 0 TD -0.353 Tc (have )Tj
-508.002 -13.6 TD -0.314 Tc (arms and legs that enabled it to 'act,' and all of this would be)Tj
292.001 0 TD -0.276 Tc (controlled by its computer 'brain.' Such a robot )Tj
-292.001 -13.6 TD -0.371 Tc (would, unlike Schank's)Tj
113.6 0 TD -0.381 Tc (computer, have genuine understanding and other mental states.")Tj
-113.6 -28.8 TD (The first thing to notice about the robot reply is that it tacitly)Tj
288.801 0 TD -0.347 Tc (concedes that cognition is not solely a matter of )Tj
-288.801 -13.6 TD -0.539 Tc (formal symbol)Tj
71.2 0 TD -0.39 Tc (manipulation, since this reply adds a set of causal relation with the)Tj
316.801 0 TD -0.276 Tc (outside world [cf. Fodor: )Tj
-388.001 -13.6 TD -0.357 Tc ("Methodological Solipsism" BBS 3\(1\) 1980].)Tj
221.601 0 TD -0.322 Tc (But the answer to the robot reply is that the addition of such)Tj
-221.601 -13.6 TD -0.377 Tc ("perceptual" and "motor" capacities adds nothing by way of)Tj
288.001 0 TD -0.454 Tc (understanding, in particular, or intentionality, in )Tj
-288.001 -13.6 TD -0.329 Tc (general, to)Tj
53.6 0 TD -0.352 Tc (Schank's original program. To see this, notice that the same thought)Tj
326.401 0 TD -0.301 Tc (experiment applies to the robot )Tj
-380.001 -13.6 TD -0.241 Tc (case. Suppose that instead of the)Tj
161.601 0 TD -0.328 Tc (computer inside the robot, you put me inside the room and, as in the)Tj
329.601 0 TD -0.601 Tc (original )Tj
-491.202 -13.6 TD -0.375 Tc (Chinese case, you give me more Chinese symbols with more)Tj
293.601 0 TD -0.511 Tc (instructions in English for matching Chinese )Tj
-293.601 -13.6 TD -0.39 Tc (symbols to Chinese symbols)Tj
139.201 0 TD -0.301 Tc (and feeding back Chinese symbols to the outside. Suppose, unknown to)Tj
349.601 0 TD -0.295 Tc (me, some )Tj
-488.802 -13.6 TD -0.373 Tc (of the Chinese symbols that come to me come from a television)Tj
306.401 0 TD -0.21 Tc (camera attached to the robot and other )Tj
/F2 7.2 Tf
184.801 680.003 TD 0.266 Tc (7/14/03 6:14 PM)Tj
-499.202 0 TD 0.141 Tc (Minds, Brains, and Programs)Tj
514.402 -722.403 TD 0.117 Tc (Page 7 of 19)Tj
-514.402 0 TD 0.28 Tc (http://www.bbsonline.org/documents/a/00/00/04/84/bbs00000484-00/bbs.searle2.html)Tj
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38 729.603 TD -0.466 Tc 0 Tw (Chinese symbols that I am giving)Tj
160.001 0 TD -0.273 Tc (out serve to make the motors inside the robot move the robot's legs or)Tj
340.801 0 TD -0.28 Tc (arms. )Tj
-500.802 -13.6 TD -0.45 Tc (It is important to emphasize that all I am doing is manipulating)Tj
296.801 0 TD -0.347 Tc (formal symbols: I know none of these other facts. )Tj
-296.801 -13.6 TD -0.48 Tc (I am receiving)Tj
70.4 0 TD -0.411 Tc ("information" from the robot's "perceptual" apparatus, and I am giving)Tj
336.001 0 TD -0.453 Tc (out "instructions" to its )Tj
-406.402 -13.6 TD -0.374 Tc (motor apparatus without knowing either of)Tj
207.201 0 TD -0.369 Tc (these facts. I am the robot's homunculus, but unlike the traditional)Tj
-207.201 -13.6 TD -0.37 Tc (homunculus, I don't know what's going on. I don't understand anything)Tj
340.801 0 TD -0.348 Tc (except the rules for symbol )Tj
-340.801 -13.6 TD -0.37 Tc (manipulation. Now in this case I want to)Tj
196.001 0 TD -0.382 Tc (say that the robot has no intentional states at all; it is simply)Tj
284.801 0 TD -0.673 Tc (moving )Tj
-480.802 -13.6 TD -0.36 Tc (about as a result of its electrical wiring and its program. And)Tj
291.201 0 TD -0.397 Tc (furthermore, by instantiating the program I have no )Tj
-291.201 -13.6 TD -0.443 Tc (intentional states)Tj
81.6 0 TD -0.4 Tc (of the relevant type. All I do is follow formal instructions about)Tj
302.401 0 TD -0.555 Tc (manipulating formal symbols.)Tj
-384.001 -28.8 TD -0.311 Tc (III. The brain simulator reply \(Berkeley and M.I.T.\). "Suppose we)Tj
321.601 0 TD -0.267 Tc (design a program that doesn't represent )Tj
-321.601 -13.6 TD -0.398 Tc (information that we have about)Tj
151.201 0 TD -0.37 Tc (the world, such as the information in Schank's scripts, but simulates)Tj
324.801 0 TD -0.345 Tc (the actual )Tj
-476.002 -13.6 TD -0.351 Tc (sequence of neuron firings at the synapses of the brain of a)Tj
283.201 0 TD -0.305 Tc (native Chinese speaker when he understands stories )Tj
-283.201 -13.6 TD -0.435 Tc (in Chinese and gives)Tj
100.8 0 TD -0.334 Tc (answers to them. The machine takes in Chinese stories and)Tj
285.601 0 TD -0.341 Tc (questions about them as input, )Tj
-386.401 -13.6 TD -0.448 Tc (it simulates the formal l structure of)Tj
169.601 0 TD -0.353 Tc (actual Chinese brains in processing these stories, and it gives out)Tj
311.201 0 TD -0.355 Tc (Chinese )Tj
-480.802 -13.6 TD (answers as outputs. We can even imagine that the machine)Tj
284.001 0 TD -0.34 Tc (operates, not with a single serial program, but with a )Tj
-284.001 -13.6 TD -0.347 Tc (whole set of)Tj
61.6 0 TD -0.412 Tc (programs operating in parallel, in the manner that actual human brains)Tj
334.401 0 TD -0.313 Tc (presumably operate when )Tj
-396.002 -13.6 TD -0.37 Tc (they process natural language. Now surely in)Tj
217.601 0 TD -0.294 Tc (such a case we would have to say that the machine understood )Tj
-217.601 -13.6 TD -0.413 Tc (the)Tj
17.6 0 TD -0.307 Tc (stories; and if we refuse to say that, wouldn't we also have to deny)Tj
321.601 0 TD -0.276 Tc (that native Chinese speakers understood )Tj
-339.201 -13.6 TD -0.354 Tc (the stories? At the level of)Tj
128 0 TD -0.313 Tc (the synapses, what would or could be different about the program of the)Tj
349.601 0 TD -0.304 Tc (computer )Tj
-477.602 -13.6 TD -0.353 Tc (and the program of the Chinese brain?")Tj
0 -28.8 TD -0.351 Tc (Before countering this reply I want to digress to note that it is an)Tj
309.601 0 TD -0.386 Tc (odd reply for any partisan of artificial )Tj
-309.601 -13.6 TD -0.514 Tc (intelligence \(or)Tj
72.8 0 TD -0.398 Tc (functionalism, etc.\) to make: I thought the whole idea of)Tj
268.801 0 TD -0.255 Tc (strong AI is that we don't need to know )Tj
-341.601 -13.6 TD -0.275 Tc (how the brain works to know how)Tj
169.601 0 TD -0.261 Tc (the mind works. The basic hypothesis, or so I had supposed, was that)Tj
339.201 0 TD -0.264 Tc (there )Tj
-508.802 -13.6 TD -0.422 Tc (is a level of mental operations consisting of computational)Tj
277.601 0 TD -0.33 Tc (processes over formal elements that constitute the )Tj
-277.601 -13.6 TD -0.271 Tc (essence of the)Tj
71.2 0 TD -0.346 Tc (mental and can be realized in all sorts of different brain processes,)Tj
318.401 0 TD -0.372 Tc (in the same way that any )Tj
-389.601 -13.6 TD -0.375 Tc (computer program can be realized in different)Tj
221.601 0 TD -0.347 Tc (computer hardwares: on the assumptions of strong AI, the mind )Tj
-221.601 -13.6 TD -0.326 Tc (is to the)Tj
40.8 0 TD -0.288 Tc (brain as the program is to the hardware, and thus we can understand the)Tj
349.601 0 TD -0.515 Tc (mind without doing )Tj
-390.401 -13.6 TD -0.349 Tc (neurophysiology. If we had to know how the brain)Tj
245.601 0 TD -0.239 Tc (worked to do AI, we wouldn't bother with AI. However, )Tj
-245.601 -13.6 TD -0.506 Tc (even getting this)Tj
79.2 0 TD -0.361 Tc (close to the operation of the brain is still not sufficient to produce)Tj
312.801 0 TD -0.342 Tc (understanding. To see this, )Tj
-392.001 -13.6 TD -0.49 Tc (imagine that instead of a mono lingual man)Tj
204.801 0 TD -0.372 Tc (in a room shuffling symbols we have the man operate an elaborate )Tj
-204.801 -13.6 TD -0.28 Tc (set of)Tj
29.6 0 TD -0.377 Tc (water pipes with valves connecting them. When the man receives the)Tj
332.001 0 TD -0.348 Tc (Chinese symbols, he looks up in the )Tj
-361.601 -13.6 TD -0.493 Tc (program, written in English, which)Tj
165.601 0 TD -0.294 Tc (valves he has to turn on and off. Each water connection corresponds to)Tj
344.801 0 TD 0 Tc (a )Tj
-510.402 -13.6 TD -0.352 Tc (synapse in the Chinese brain, and the whole system is rigged up so)Tj
321.601 0 TD -0.449 Tc (that after doing all the right firings, that is )Tj
-321.601 -13.6 TD -0.501 Tc (after turning on all)Tj
88.8 0 TD -0.305 Tc (the right faucets, the Chinese answers pop out at the output end of the)Tj
338.401 0 TD -0.277 Tc (series of pipes.)Tj
-427.202 -28.8 TD -0.33 Tc (I Now where is the understanding in this system? It takes Chinese as)Tj
332.001 0 TD -0.431 Tc (input, it simulates the formal structure of )Tj
-332.001 -13.6 TD -0.322 Tc (the synapses of the Chinese)Tj
136.001 0 TD -0.349 Tc (brain, and it gives Chinese as output. But the man certainly doesn-t)Tj
323.201 0 TD -0.306 Tc (understand )Tj
-459.202 -13.6 TD -0.281 Tc (Chinese, and neither do the water pipes, and if we are)Tj
262.401 0 TD -0.294 Tc (tempted to adopt what I think is the absurd view that )Tj
-262.401 -13.6 TD -0.355 Tc (somehow the)Tj
67.2 0 TD -0.344 Tc (conjunction of man and water pipes understands, remember that in)Tj
322.401 0 TD -0.406 Tc (principle the man can )Tj
-389.601 -13.6 TD -0.411 Tc (internalize the formal structure of the water)Tj
207.201 0 TD -0.469 Tc (pipes and do all the "neuron firings" in his imagination. The problem)Tj
-207.201 -13.6 TD -0.493 Tc (with the brain simulator is that it is simulating the wrong things)Tj
296.001 0 TD -0.382 Tc (about the brain. As long as it simulates only the )Tj
-296.001 -13.6 TD -0.419 Tc (formal structure of)Tj
91.2 0 TD -0.37 Tc (the sequence of neuron firings at the synapses, it won't have simulated)Tj
336.801 0 TD -0.284 Tc (what matters about )Tj
-428.002 -13.6 TD -0.394 Tc (the brain, namely its causal properties, its ability)Tj
231.201 0 TD -0.305 Tc (to produce intentional states. And that the formal properties are )Tj
-231.201 -13.6 TD -0.385 Tc (not)Tj
18.4 0 TD -0.351 Tc (sufficient for the causal properties is shown by the water pipe)Tj
296.001 0 TD -0.42 Tc (example: we can have all the formal )Tj
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147.201 0 TD -0.37 Tc (relevant neurobiological causal properties.)Tj
-147.201 -28.8 TD -0.341 Tc (IV. The combination reply \(Berkeley and Stanford\). 'While each of the)Tj
342.401 0 TD -0.369 Tc (previous three replies might not be )Tj
-342.401 -13.6 TD -0.482 Tc (completely convincing by itself as)Tj
162.401 0 TD -0.366 Tc (a refutation of the Chinese room counterexample, if you take all three)Tj
334.401 0 TD -0.304 Tc (together )Tj
/F2 7.2 Tf
-5.6 684.003 TD 0.266 Tc (7/14/03 6:14 PM)Tj
-499.202 0 TD 0.141 Tc (Minds, Brains, and Programs)Tj
514.402 -722.403 TD 0.117 Tc (Page 8 of 19)Tj
-514.402 0 TD 0.28 Tc (http://www.bbsonline.org/documents/a/00/00/04/84/bbs00000484-00/bbs.searle2.html)Tj
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38 729.603 TD -0.432 Tc 0 Tw (they are collectively much more convincing and even decisive.)Tj
299.201 0 TD -0.3 Tc (Imagine a robot with a brain-shaped computer )Tj
-299.201 -13.6 TD -0.443 Tc (lodged in its cranial)Tj
95.2 0 TD -0.396 Tc (cavity, imagine the computer programmed with all the synapses of a)Tj
327.201 0 TD -0.532 Tc (human brain, imagine )Tj
-422.402 -13.6 TD -0.328 Tc (the whole behavior of the robot is)Tj
164.801 0 TD -0.477 Tc (indistinguishable from human behavior, and now think of the whole thing)Tj
347.201 0 TD 0 Tc (as a )Tj
-512.002 -13.6 TD -0.364 Tc (unified system and not just as a computer with inputs and outputs.)Tj
317.601 0 TD -0.318 Tc (Surely in such a case we would have to )Tj
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41.6 0 TD -0.268 Tc (Furthermore, suppose the man knows none of these facts about the robot,)Tj
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214.401 0 TD -0.309 Tc (symbols. In such a case we would regard the robot as an ingenious)Tj
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132.801 0 TD -0.278 Tc (earlier, does the system of which man and robot are a part.)Tj
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38 729.603 TD -0.315 Tc 0 Tw (There are two other responses to my example that come up frequently)Tj
340.001 0 TD -0.339 Tc (\(and so are worth discussing\) but really )Tj
-340.001 -13.6 TD -0.415 Tc (miss the point.)Tj
0 -28.8 TD -0.309 Tc (V. The other minds reply \(Yale\). "How do you know that other people)Tj
343.201 0 TD -0.369 Tc (understand Chinese or anything else? )Tj
-343.201 -13.6 TD -0.334 Tc (Only by their behavior. Now the)Tj
159.201 0 TD -0.315 Tc (computer can pass the behavioral tests as well as they can \(in)Tj
296.801 0 TD -0.409 Tc (principle\), so if )Tj
-456.002 -13.6 TD -0.341 Tc (you are going to attribute cognition to other people)Tj
246.401 0 TD -0.369 Tc (you must in principle also attribute it to computers. ')Tj
-246.401 -28.8 TD -0.395 Tc (This objection really is only worth a short reply. The problem in this)Tj
326.401 0 TD -0.315 Tc (discussion is not about how I know that )Tj
-326.401 -13.6 TD -0.363 Tc (other people have cognitive)Tj
135.201 0 TD -0.35 Tc (states, but rather what it is that I am attributing to them when I)Tj
300.001 0 TD -0.434 Tc (attribute cognitive )Tj
-435.202 -13.6 TD -0.356 Tc (states to them. The thrust of the argument is that)Tj
232.801 0 TD -0.317 Tc (it couldn't be just computational processes and their output )Tj
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42.4 0 TD -0.346 Tc (the computational processes and their output can exist without the)Tj
318.401 0 TD -0.313 Tc (cognitive state. It is no answer to )Tj
-360.801 -13.6 TD -0.438 Tc (this argument to feign anesthesia.)Tj
160.001 0 TD -0.368 Tc (In 'cognitive sciences" one presupposes the reality and knowability of)Tj
334.401 0 TD -0.309 Tc (the )Tj
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0 -28.8 TD -0.413 Tc (VI. The many mansions reply \(Berkeley\). "Your whole argument)Tj
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-312.801 -13.6 TD -0.392 Tc (and digital computers. But)Tj
128.8 0 TD -0.278 Tc (that just happens to be the present state of technology. Whatever these)Tj
343.201 0 TD -0.34 Tc (causal )Tj
-472.002 -13.6 TD -0.349 Tc (processes are that you say are essential for intentionality)Tj
271.201 0 TD -0.418 Tc (\(assuming you are right\), eventually we will be able to )Tj
-271.201 -13.6 TD -0.423 Tc (build devices)Tj
65.6 0 TD -0.349 Tc (that have these causal processes, and that will be artificial)Tj
277.601 0 TD -0.42 Tc (intelligence. So your arguments are in )Tj
-343.201 -13.6 TD -0.351 Tc (no way directed at the ability)Tj
141.601 0 TD -0.463 Tc (of artificial intelligence to produce and explain cognition.")Tj
-141.601 -28.8 TD -0.353 Tc (I really have no objection to this reply save to say that it in effect)Tj
311.201 0 TD -0.365 Tc (trivializes the project of strong AI by )Tj
-311.201 -13.6 TD -0.435 Tc (redefining it as whatever)Tj
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-416.802 -13.6 TD -0.493 Tc (behalf of artificial intelligence is that it was)Tj
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-202.401 -13.6 TD -0.31 Tc (processes over formally defined elements. I have been concerned to)Tj
329.601 0 TD -0.434 Tc (challenge that thesis. If the claim is )Tj
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117.6 0 TD -0.339 Tc (longer that thesis, my objections no longer apply because there is no)Tj
329.601 0 TD -0.304 Tc (longer a testable )Tj
-447.202 -13.6 TD -0.338 Tc (hypothesis for them to apply to.)Tj
0 -28.8 TD -0.319 Tc (Let us now return to the question I promised I would try to answer:)Tj
325.601 0 TD -0.445 Tc (granted that in my original example I )Tj
-325.601 -13.6 TD -0.363 Tc (understand the English and I do)Tj
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324.001 0 TD -0.166 Tc (doesn't )Tj
-478.402 -13.6 TD -0.401 Tc (understand either English or Chinese, still there must be)Tj
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332.001 0 TD -0.378 Tc (fail to understand )Tj
-445.602 -13.6 TD -0.36 Tc (Chinese. Now why couldn't we give those somethings,)Tj
264.801 0 TD -0.314 Tc (whatever they are, to a machine?)Tj
-264.801 -28.8 TD -0.372 Tc (I see no reason in principle why we couldn't give a machine the)Tj
304.801 0 TD -0.348 Tc (capacity to understand English or Chinese, )Tj
-304.801 -13.6 TD -0.394 Tc (since in an important sense)Tj
131.201 0 TD -0.316 Tc (our bodies with our brains are precisely such machines. But I do see)Tj
330.401 0 TD -0.362 Tc (very strong )Tj
-461.602 -13.6 TD -0.407 Tc (arguments for saying that we could not give such a thing to)Tj
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230.401 0 TD -0.331 Tc (computer program. It is not because I am the instantiation of a)Tj
-230.401 -13.6 TD -0.34 Tc (computer program that I am able to understand English and have other)Tj
341.601 0 TD -0.382 Tc (forms of intentionality \(I am, I suppose, )Tj
-341.601 -13.6 TD -0.469 Tc (the instantiation of any)Tj
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145.601 0 TD -0.394 Tc (Martians also have intentionality but their brains are made of)Tj
291.201 0 TD -0.463 Tc (different stuff. That )Tj
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38 729.603 TD -0.409 Tc 0 Tw (But the main point of the present argument is that no purely formal)Tj
319.201 0 TD -0.465 Tc (model will ever be sufficient by itself for )Tj
-319.201 -13.6 TD -0.446 Tc (intentionality because the)Tj
122.4 0 TD -0.417 Tc (formal properties are not by themselves constitutive of intentionality,)Tj
328.001 0 TD -0.322 Tc (and they have by )Tj
-450.402 -13.6 TD -0.292 Tc (themselves no causal powers except the power, when)Tj
261.601 0 TD -0.356 Tc (instantiated, to produce the next stage of the formalism )Tj
-261.601 -13.6 TD -0.42 Tc (when the)Tj
46.4 0 TD -0.387 Tc (machine is running. And any other causal properties that particular)Tj
319.201 0 TD -0.443 Tc (realizations of the formal model )Tj
-365.601 -13.6 TD -0.369 Tc (have, are irrelevant to the formal)Tj
158.401 0 TD -0.365 Tc (model because we can always put the same formal model in a different)Tj
-158.401 -13.6 TD -0.338 Tc (realization where those causal properties are obviously absent. Even)Tj
329.601 0 TD -0.328 Tc (if, by some miracle Chinese speakers )Tj
-329.601 -13.6 TD -0.345 Tc (exactly realize Schank's program,)Tj
164.001 0 TD -0.3 Tc (we can put the same program in English speakers, water pipes, or)Tj
-164.001 -13.6 TD -0.338 Tc (computers, none of which understand Chinese, the program)Tj
289.601 0 TD -0.505 Tc (notwithstanding.)Tj
-289.601 -28.8 TD -0.305 Tc (What matters about brain operations is not the formal shadow cast by)Tj
337.601 0 TD -0.274 Tc (the sequence of synapses but rather the )Tj
-337.601 -13.6 TD -0.302 Tc (actual properties of the)Tj
113.6 0 TD -0.41 Tc (sequences. All the arguments for the strong version of artificial)Tj
300.001 0 TD -0.453 Tc (intelligence that I have )Tj
-413.602 -13.6 TD -0.403 Tc (seen insist on drawing an outline around the)Tj
211.201 0 TD -0.348 Tc (shadows cast by cognition and then claiming that the shadows are )Tj
-211.201 -13.6 TD -0.413 Tc (the)Tj
17.6 0 TD -0.354 Tc (real thing. By way of concluding I want to try to state some of the)Tj
316.801 0 TD -0.483 Tc (general philosophical points implicit in the )Tj
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110.4 0 TD -0.385 Tc (will try to do it in a question and answer fashion, and I begin with)Tj
314.401 0 TD -0.32 Tc (that old chestnut of a )Tj
-424.802 -13.6 TD -0.503 Tc (question:)Tj
0 -28.8 TD -0.482 Tc ("Could a machine think?")Tj
T* -0.342 Tc (The answer is, obviously, yes. We are precisely such machines.)Tj
T* -0.38 Tc ("Yes, but could an artifact, a man-made machine think?")Tj
T* -0.442 Tc (Assuming it is possible to produce artificially a machine with a)Tj
298.401 0 TD -0.362 Tc (nervous system, neurons with axons and )Tj
-298.401 -13.6 TD -0.313 Tc (dendrites, and all the rest of)Tj
136.001 0 TD -0.389 Tc (it, sufficiently like ours, again the answer to the question seems to)Tj
314.401 0 TD -0.318 Tc (be obviously, yes. )Tj
-450.402 -13.6 TD -0.345 Tc (If you can exactly duplicate the causes, you could)Tj
240.801 0 TD -0.348 Tc (duplicate the effects. And indeed it might be possible to )Tj
-240.801 -13.6 TD -0.175 Tc (produce)Tj
43.2 0 TD -0.403 Tc (consciousness, intentionality, and all the rest of it using some other)Tj
318.401 0 TD -0.399 Tc (sorts of chemical principles than )Tj
-361.601 -13.6 TD -0.363 Tc (those that human beings use. It is,)Tj
164.001 0 TD -0.337 Tc (as I said, an empirical question. "OK, but could a digital computer)Tj
320.001 0 TD -0.631 Tc (think?")Tj
-484.002 -28.8 TD -0.444 Tc (If by "digital computer" we mean anything at all that has a level of)Tj
314.401 0 TD -0.3 Tc (description where it can correctly be )Tj
-314.401 -13.6 TD -0.354 Tc (described as the instantiation of)Tj
153.601 0 TD -0.302 Tc (a computer program, then again the answer is, of course, yes, since we)Tj
343.201 0 TD -0.208 Tc (are the )Tj
-496.802 -13.6 TD -0.364 Tc (instantiations of any number of computer programs, and we can)Tj
308.001 0 TD -0.519 Tc (think.)Tj
-308.001 -28.8 TD -0.413 Tc ("But could something think, understand, and so on solely in virtue of)Tj
328.001 0 TD -0.372 Tc (being a computer with the right sort of )Tj
-328.001 -13.6 TD -0.417 Tc (program? Could instantiating a)Tj
149.601 0 TD -0.379 Tc (program, the right program of course, by itself be a sufficient)Tj
292.801 0 TD -0.416 Tc (condition of )Tj
-442.402 -13.6 TD -0.495 Tc (understanding?")Tj
0 -28.8 TD -0.436 Tc (This I think is the right question to ask, though it is usually)Tj
277.601 0 TD -0.334 Tc (confused with one or more of the earlier questions, )Tj
-277.601 -13.6 TD -0.254 Tc (and the answer to)Tj
88.8 0 TD -0.406 Tc (it is no.)Tj
-88.8 -28.8 TD -0.537 Tc ("Why not?")Tj
0 -28.8 TD -0.412 Tc (Because the formal symbol manipulations by themselves don't have any)Tj
344.001 0 TD -0.46 Tc (intentionality; they are quite )Tj
-344.001 -13.6 TD -0.428 Tc (meaningless; they aren't even symbol)Tj
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312.001 0 TD -0.695 Tc (linguistic )Tj
-491.202 -13.6 TD -0.363 Tc (jargon, they have only a syntax but no semantics. Such)Tj
264.801 0 TD -0.384 Tc (intentionality as computers appear to have is solely in )Tj
-264.801 -13.6 TD -0.466 Tc (the minds of)Tj
61.6 0 TD -0.317 Tc (those who program them and those who use them, those who send in the)Tj
352.801 0 TD -0.333 Tc (input and those who )Tj
-414.402 -13.6 TD -0.329 Tc (interpret the output.)Tj
0 -28.8 TD -0.365 Tc (The aim of the Chinese room example was to try to show this by showing)Tj
355.201 0 TD -0.306 Tc (that as soon as we put something )Tj
/F2 7.2 Tf
136.001 681.603 TD 0.266 Tc (7/14/03 6:14 PM)Tj
-499.202 0 TD 0.141 Tc (Minds, Brains, and Programs)Tj
510.402 -722.403 TD 0.139 Tc (Page 11 of 19)Tj
-510.402 0 TD 0.28 Tc (http://www.bbsonline.org/documents/a/00/00/04/84/bbs00000484-00/bbs.searle2.html)Tj
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38 729.603 TD -0.364 Tc 0 Tw (into the system that really does have)Tj
176.001 0 TD -0.432 Tc (intentionality \(a man\), and we program him with the formal program, you)Tj
-176.001 -13.6 TD -0.394 Tc (can see that the formal program carries no additional intentionality.)Tj
320.801 0 TD -0.313 Tc (It adds nothing, for example, to a man's )Tj
-320.801 -13.6 TD -0.401 Tc (ability to understand)Tj
100 0 TD -0.355 Tc (Chinese.)Tj
-100 -28.8 TD -0.327 Tc (Precisely that feature of AI that seemed so appealing -- the distinction)Tj
337.601 0 TD -0.344 Tc (between the program and the realization )Tj
-337.601 -13.6 TD -0.293 Tc (-- proves fatal to the claim)Tj
130.401 0 TD -0.412 Tc (that simulation could be duplication. The distinction between the)Tj
308.801 0 TD -0.321 Tc (program and its )Tj
-439.202 -13.6 TD -0.344 Tc (realization in the hardware seems to be parallel to the)Tj
257.601 0 TD -0.375 Tc (distinction between the level of mental operations and the )Tj
-257.601 -13.6 TD -0.542 Tc (level of)Tj
37.6 0 TD -0.36 Tc (brain operations. And if we could describe the level of mental)Tj
297.601 0 TD -0.327 Tc (operations as a formal program, then it )Tj
-335.201 -13.6 TD -0.277 Tc (seems we could describe what)Tj
150.401 0 TD -0.398 Tc (was essential about the mind without doing either introspective)Tj
301.601 0 TD -0.349 Tc (psychology or )Tj
-452.002 -13.6 TD -0.431 Tc (neurophysiology of the brain. But the equation, "mind is)Tj
268.001 0 TD -0.249 Tc (to brain as program is to hardware" breaks down at )Tj
-268.001 -13.6 TD -0.367 Tc (several points)Tj
68.8 0 TD -0.509 Tc (among them the following three:)Tj
-68.8 -28.8 TD -0.367 Tc (First, the distinction between program and realization has the)Tj
293.601 0 TD -0.304 Tc (consequence that the same program could have )Tj
-293.601 -13.6 TD -0.364 Tc (all sorts of crazy)Tj
81.6 0 TD -0.4 Tc (realizations that had no form of intentionality. Weizenbaum \(1976, Ch.)Tj
339.201 0 TD -0.285 Tc (2\), for example, shows )Tj
-420.802 -13.6 TD -0.354 Tc (in detail how to construct a computer using a)Tj
217.601 0 TD -0.392 Tc (roll of toilet paper and a pile of small stones. Similarly, the Chinese)Tj
-217.601 -13.6 TD -0.313 Tc (story understanding program can be programmed into a sequence of water)Tj
361.601 0 TD -0.285 Tc (pipes, a set of wind machines, or a )Tj
-361.601 -13.6 TD -0.478 Tc (monolingual English speaker, none)Tj
168.001 0 TD -0.358 Tc (of which thereby acquires an understanding of Chinese. Stones, toilet)Tj
333.601 0 TD 0 Tc (paper, )Tj
-501.602 -13.6 TD -0.324 Tc (wind, and water pipes are the wrong kind of stuff to have)Tj
277.601 0 TD -0.443 Tc (intentionality in the first place -- only something that )Tj
-277.601 -13.6 TD -0.317 Tc (has the same)Tj
64.8 0 TD -0.346 Tc (causal powers as brains can have intentionality -- and though the)Tj
312.001 0 TD -0.396 Tc (English speaker has the right )Tj
-376.801 -13.6 TD -0.486 Tc (kind of stuff for intentionality you can)Tj
180.001 0 TD -0.426 Tc (easily see that he doesn't get any extra intentionality by memorizing)Tj
321.601 0 TD -0.309 Tc (the )Tj
-501.602 -13.6 TD -0.428 Tc (program, since memorizing it won't teach him Chinese.)Tj
0 -28.8 TD -0.348 Tc (Second, the program is purely formal, but the intentional states are)Tj
320.801 0 TD -0.4 Tc (not in that way formal. They are defined in )Tj
-320.801 -13.6 TD -0.348 Tc (terms of their content, not)Tj
126.4 0 TD -0.429 Tc (their form. The belief that it is raining, for example, is not defined)Tj
311.201 0 TD -0.344 Tc (as a certain formal )Tj
-437.602 -13.6 TD -0.333 Tc (shape, but as a certain mental content with)Tj
206.401 0 TD -0.319 Tc (conditions of satisfaction, a direction of fit \(see Searle 1979\), and)Tj
316.001 0 TD -0.309 Tc (the )Tj
-522.402 -13.6 TD -0.346 Tc (like. Indeed the belief as such hasn't even got a formal shape in)Tj
304.001 0 TD -0.322 Tc (this syntactic sense, since one and the same )Tj
-304.001 -13.6 TD -0.414 Tc (belief can be given an)Tj
106.4 0 TD -0.463 Tc (indefinite number of different syntactic expressions in different)Tj
297.601 0 TD -0.557 Tc (linguistic systems.)Tj
-404.002 -28.8 TD -0.343 Tc (Third, as I mentioned before, mental states and events are literally a)Tj
326.401 0 TD -0.286 Tc (product of the operation of the brain, but )Tj
-326.401 -13.6 TD -0.379 Tc (the program is not in that)Tj
122.4 0 TD -0.265 Tc (way a product of the computer.)Tj
-122.4 -28.8 TD -0.367 Tc (-Well if programs are in no way constitutive of mental processes, why)Tj
337.601 0 TD -0.324 Tc (have so many people believed the )Tj
-337.601 -13.6 TD -0.267 Tc (converse? That at least needs some)Tj
173.601 0 TD -0.503 Tc (explanation.")Tj
-173.601 -28.8 TD -0.291 Tc (I don't really know the answer to that one. The idea that computer)Tj
320.801 0 TD -0.422 Tc (simulations could be the real thing ought to )Tj
-320.801 -13.6 TD -0.394 Tc (have seemed suspicious in)Tj
128.8 0 TD -0.39 Tc (the first place because the computer isn't confined to simulating)Tj
304.001 0 TD -0.334 Tc (mental operations, by )Tj
-432.802 -13.6 TD -0.257 Tc (any means. No one supposes that computer)Tj
214.401 0 TD -0.437 Tc (simulations of a five-alarm fire will burn the neighborhood down or)Tj
-214.401 -13.6 TD -0.409 Tc (that a computer simulation of a rainstorm will leave us all drenched.)Tj
324.001 0 TD -0.291 Tc (Why on earth would anyone suppose that a )Tj
-324.001 -13.6 TD -0.484 Tc (computer simulation of)Tj
112 0 TD -0.407 Tc (understanding actually understood anything? It is sometimes said that)Tj
332.001 0 TD -0.333 Tc (it would be )Tj
-444.002 -13.6 TD -0.448 Tc (frightfully hard to get computers to feel pain or fall in)Tj
252.801 0 TD -0.314 Tc (love, but love and pain are neither harder nor easier than )Tj
-252.801 -13.6 TD -0.451 Tc (cognition or)Tj
60 0 TD -0.44 Tc (anything else. For simulation, all you need is the right input and)Tj
301.601 0 TD -0.359 Tc (output and a program in the middle )Tj
-361.601 -13.6 TD -0.387 Tc (that transforms the former into the)Tj
165.601 0 TD -0.366 Tc (latter. That is all the computer has for anything it does. To confuse)Tj
319.201 0 TD -0.622 Tc (simulation )Tj
-484.802 -13.6 TD -0.406 Tc (with duplication is the same mistake, whether it is pain,)Tj
264.801 0 TD -0.385 Tc (love, cognition, fires, or rainstorms.)Tj
-264.801 -28.8 TD -0.333 Tc (Still, there are several reasons why AI must have seemed and to many)Tj
339.201 0 TD -0.253 Tc (people perhaps still does seem -- in )Tj
-339.201 -13.6 TD -0.24 Tc (some way to reproduce and thereby)Tj
177.601 0 TD -0.421 Tc (explain mental phenomena, and I believe.we will not succeed in removing)Tj
-177.601 -13.6 TD -0.424 Tc (these illusions until we have fully exposed the reasons that give rise)Tj
320.801 0 TD -0.344 Tc (to them.)Tj
/F2 7.2 Tf
170.401 661.603 TD 0.266 Tc (7/14/03 6:14 PM)Tj
-499.202 0 TD 0.141 Tc (Minds, Brains, and Programs)Tj
510.402 -722.403 TD 0.139 Tc (Page 12 of 19)Tj
-510.402 0 TD 0.28 Tc (http://www.bbsonline.org/documents/a/00/00/04/84/bbs00000484-00/bbs.searle2.html)Tj
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/F2 12.8 Tf
38 729.603 TD -0.333 Tc 0 Tw (First, and perhaps most important, is a confusion about the notion of)Tj
330.401 0 TD -0.452 Tc (information processing: many people in )Tj
-330.401 -13.6 TD -0.421 Tc (cognitive science believe that)Tj
141.601 0 TD -0.442 Tc (the human brain, with its mind, does something called -information)Tj
319.201 0 TD -0.367 Tc (processing," )Tj
-460.802 -13.6 TD -0.36 Tc (and analogously the computer with its program does)Tj
253.601 0 TD -0.386 Tc (information processing; but fires and rainstorms, on the )Tj
-253.601 -13.6 TD -0.289 Tc (other hand,)Tj
57.6 0 TD -0.365 Tc (don't do information processing at all. Thus, though the computer can)Tj
334.401 0 TD -0.442 Tc (simulate the formal features )Tj
-392.001 -13.6 TD -0.297 Tc (of any process whatever, it stands in a)Tj
186.401 0 TD -0.347 Tc (special relation to the mind and brain because when the computer is)Tj
-186.401 -13.6 TD -0.351 Tc (properly programmed, ideally with the same program as the brain, the)Tj
337.601 0 TD -0.46 Tc (information processing is identical in the )Tj
-337.601 -13.6 TD -0.252 Tc (two cases, and this)Tj
94.4 0 TD -0.398 Tc (information processing is really the essence of the mental. )Tj
-94.4 -28.8 TD -0.438 Tc (But the trouble with this argument is that it rests on an ambiguity in)Tj
319.201 0 TD -0.392 Tc (the notion of '- information." In the sense in )Tj
-319.201 -13.6 TD -0.315 Tc (which people "process)Tj
112 0 TD -0.426 Tc (information" when they reflect, say, on problems in arithmetic or when)Tj
337.601 0 TD -0.239 Tc (they read and )Tj
-449.602 -13.6 TD -0.303 Tc (answer questions about stories, the programmed computer)Tj
284.801 0 TD -0.319 Tc (does not do -information processing." Rather, what )Tj
-284.801 -13.6 TD -0.311 Tc (it does is)Tj
45.6 0 TD -0.396 Tc (manipulate formal symbols. The fact that the programmer and the)Tj
315.201 0 TD -0.316 Tc (interpreter of the computer output )Tj
-360.801 -13.6 TD -0.276 Tc (use the symbols to stand for objects)Tj
176.001 0 TD -0.322 Tc (in the world is totally beyond the scope of the computer. The computer,)Tj
347.201 0 TD 0 Tc (to )Tj
-523.202 -13.6 TD -0.339 Tc (repeat, has a syntax but no semantics. Thus, if you type into the)Tj
306.401 0 TD -0.329 Tc (computer '2 plus 2 equals?" it will type out '-4." )Tj
-306.401 -13.6 TD -0.355 Tc (But it has no idea)Tj
86.4 0 TD -0.366 Tc (that -4" means 4 or that it means anything at all. And the point is not)Tj
328.001 0 TD -0.317 Tc (that it lacks some )Tj
-414.402 -13.6 TD -0.333 Tc (second-order information about the interpretation of)Tj
252.801 0 TD -0.304 Tc (its first- order symbols, but rather that its first-order )Tj
-252.801 -13.6 TD -0.349 Tc (symbols don't)Tj
69.6 0 TD -0.33 Tc (have any interpretations as far as the computer is concerned. All the)Tj
328.001 0 TD -0.316 Tc (computer has is more )Tj
-397.602 -13.6 TD -0.386 Tc (symbols. )Tj
0 -28.8 TD -0.435 Tc (The introduction of the notion of "information processing" therefore)Tj
323.201 0 TD -0.337 Tc (produces a dilemma: either we construe the )Tj
-323.201 -13.6 TD -0.556 Tc (notion of "information)Tj
106.4 0 TD -0.427 Tc (processing" in such a way that it implies intentionality as part of the)Tj
320.801 0 TD -0.165 Tc (process or we don't. If )Tj
-427.202 -13.6 TD -0.314 Tc (the former, then the programmed computer does)Tj
236.801 0 TD -0.437 Tc (not do information processing, it only manipulates formal )Tj
-236.801 -13.6 TD -0.436 Tc (symbols. If)Tj
56 0 TD -0.366 Tc (the latter, then, though the computer does information processing, it)Tj
325.601 0 TD -0.409 Tc (is only doing so in the sense in )Tj
-381.601 -13.6 TD -0.413 Tc (which adding machines, typewriters,)Tj
176.801 0 TD -0.364 Tc (stomachs, thermostats, rainstorms, and hurricanes do information)Tj
-176.801 -13.6 TD -0.375 Tc (processing; namely, they have a level of description at which we can)Tj
329.601 0 TD -0.403 Tc (describe them as taking information in at )Tj
-329.601 -13.6 TD -0.382 Tc (one end, transforming it, and)Tj
140.001 0 TD -0.383 Tc (producing information as output. But in this case it is up to outside)Tj
318.401 0 TD -0.17 Tc (observers to )Tj
-458.402 -13.6 TD -0.407 Tc (interpret the input and output as information in the)Tj
240.801 0 TD -0.372 Tc (ordinary sense. And no similarity is established between the )Tj
-240.801 -13.6 TD -0.342 Tc (computer)Tj
48.8 0 TD -0.449 Tc (and the brain in terms of any similarity of information processing.)Tj
-48.8 -28.8 TD -0.359 Tc (Second, in much of AI there is a residual behaviorism or)Tj
272.801 0 TD -0.352 Tc (operationalism. Since appropriately programmed )Tj
-272.801 -13.6 TD -0.314 Tc (computers can have)Tj
99.2 0 TD -0.352 Tc (input-output patterns similar to those of human beings, we are tempted)Tj
340.801 0 TD -0.35 Tc (to postulate mental )Tj
-440.002 -13.6 TD -0.434 Tc (states in the computer similar to human mental)Tj
223.201 0 TD -0.292 Tc (states. But once we see that it is both conceptually and )Tj
-223.201 -13.6 TD -0.644 Tc (empirically)Tj
54.4 0 TD -0.382 Tc (possible for a system to have human capacities in some realm without)Tj
335.201 0 TD -0.53 Tc (having any intentionality at all, )Tj
-389.601 -13.6 TD -0.299 Tc (we should be able to overcome this)Tj
173.601 0 TD -0.388 Tc (impulse. My desk adding machine has calculating capacities, but no)Tj
-173.601 -13.6 TD -0.366 Tc (intentionality, and in this paper I have tried to show that a system)Tj
312.801 0 TD -0.374 Tc (could have input and output capabilities that )Tj
-312.801 -13.6 TD -0.299 Tc (duplicated those of a)Tj
103.2 0 TD -0.331 Tc (native Chinese speaker and still not understand Chinese, regardless of)Tj
337.601 0 TD -0.315 Tc (how it was )Tj
-440.802 -13.6 TD -0.416 Tc (programmed. The Turing test is typical of the tradition in)Tj
272.001 0 TD -0.42 Tc (being unashamedly behavioristic and operationalistic, )Tj
-272.001 -13.6 TD -0.346 Tc (and I believe)Tj
64.8 0 TD -0.375 Tc (that if AI workers totally repudiated behaviorism and operationalism)Tj
329.601 0 TD -0.455 Tc (much of the confusion )Tj
-394.402 -13.6 TD -0.41 Tc (between simulation and duplication would be)Tj
218.401 0 TD -0.548 Tc (eliminated.)Tj
-218.401 -28.8 TD -0.402 Tc (Third, this residual operationalism is joined to a residual form of)Tj
307.201 0 TD -0.365 Tc (dualism; indeed strong AI only makes sense )Tj
-307.201 -13.6 TD -0.518 Tc (given the dualistic)Tj
87.2 0 TD -0.324 Tc (assumption that, where the mind is concerned, the brain doesn't matter.)Tj
344.001 0 TD -0.346 Tc (In strong AI \(and in )Tj
-431.202 -13.6 TD -0.389 Tc (functionalism, as well\) what matters are programs,)Tj
243.201 0 TD -0.375 Tc (and programs are independent of their realization in )Tj
-243.201 -13.6 TD -0.401 Tc (machines; indeed,)Tj
88.8 0 TD -0.283 Tc (as far as AI is concerned, the same program could be realized by an)Tj
330.401 0 TD -0.377 Tc (electronic machine, a )Tj
-419.202 -13.6 TD -0.335 Tc (Cartesian mental substance, or a Hegelian world)Tj
235.201 0 TD -0.412 Tc (spirit. The single most surprising discovery that I have made in)Tj
-235.201 -13.6 TD -0.336 Tc (discussing these issues is that many AI workers are quite shocked by my)Tj
351.201 0 TD -0.425 Tc (idea that actual human mental )Tj
-351.201 -13.6 TD -0.361 Tc (phenomena might be dependent on actual)Tj
202.401 0 TD -0.41 Tc (physical/chemical properties of actual human brains.)Tj
-202.401 -28.8 TD -0.383 Tc (But if you think about it a minute you can see that I should not have)Tj
324.801 0 TD -0.29 Tc (been surprised; for unless you accept some )Tj
/F2 7.2 Tf
166.401 685.603 TD 0.266 Tc (7/14/03 6:14 PM)Tj
-499.202 0 TD 0.141 Tc (Minds, Brains, and Programs)Tj
510.402 -722.403 TD 0.139 Tc (Page 13 of 19)Tj
-510.402 0 TD 0.28 Tc (http://www.bbsonline.org/documents/a/00/00/04/84/bbs00000484-00/bbs.searle2.html)Tj
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/F2 12.8 Tf
38 729.603 TD -0.434 Tc 0 Tw (form of dualism, the strong)Tj
131.201 0 TD -0.253 Tc (AI project hasn't got a chance. The project is to reproduce and explain)Tj
344.001 0 TD -0.443 Tc (the mental )Tj
-475.202 -13.6 TD -0.431 Tc (by designing programs, but unless the mind is not only)Tj
260.801 0 TD -0.414 Tc (conceptually but empirically independent of the brain you )Tj
-260.801 -13.6 TD -0.388 Tc (couldn't)Tj
40.8 0 TD -0.327 Tc (carry out the project, for the program is completely independent of any)Tj
343.201 0 TD -0.432 Tc (realization. Unless you believe )Tj
-384.001 -13.6 TD -0.369 Tc (that the mind is separable from the)Tj
168.001 0 TD -0.373 Tc (brain both conceptually and empirically -- dualism in a strong form --)Tj
333.601 0 TD -0.4 Tc (you )Tj
-501.602 -13.6 TD -0.367 Tc (cannot hope to reproduce the mental by writing and running programs)Tj
337.601 0 TD -0.338 Tc (since programs must be independent of )Tj
-337.601 -13.6 TD (brains or any other particular)Tj
141.601 0 TD -0.429 Tc (forms of instantiation. If mental operations consist in computational)Tj
321.601 0 TD -0.266 Tc (operations on )Tj
-463.202 -13.6 TD -0.427 Tc (formal symbols, then it follows that they have no)Tj
233.601 0 TD -0.424 Tc (interesting connection with the brain; the only connection )Tj
-233.601 -13.6 TD -0.31 Tc (would be)Tj
48 0 TD -0.371 Tc (that the brain just happens to be one of the indefinitely many types of)Tj
332.001 0 TD -0.44 Tc (machines capable of instantiating )Tj
-380.001 -13.6 TD -0.292 Tc (the program. )Tj
0 -28.8 TD -0.422 Tc (This form of dualism is not the traditional Cartesian variety that)Tj
302.401 0 TD -0.287 Tc (claims there are two sorts of substances, but it )Tj
-302.401 -13.6 TD -0.383 Tc (is Cartesian in the)Tj
88 0 TD -0.424 Tc (sense that it insists that what is specifically mental about the mind)Tj
312.001 0 TD -0.427 Tc (has no intrinsic connection )Tj
-400.002 -13.6 TD -0.338 Tc (with the actual properties of the brain.)Tj
184.801 0 TD -0.429 Tc (This underlying dualism is masked from us by the fact that AI)Tj
295.201 0 TD -0.418 Tc (literature )Tj
-480.002 -13.6 TD -0.465 Tc (contains frequent fulminations against "dualism'-; what the)Tj
277.601 0 TD -0.326 Tc (authors seem to be unaware of is that their position )Tj
-277.601 -13.6 TD -0.142 Tc (presupposes a)Tj
72.8 0 TD -0.434 Tc (strong version of dualism.)Tj
-72.8 -28.8 TD ("Could a machine think?" My own view is that only a machine could)Tj
328.801 0 TD -0.374 Tc (think, and indeed only very special kinds )Tj
-328.801 -13.6 TD -0.46 Tc (of machines, namely brains)Tj
132.001 0 TD -0.309 Tc (and machines that had the same causal powers as brains. And that is)Tj
331.201 0 TD -0.492 Tc (the main )Tj
-463.202 -13.6 TD -0.378 Tc (reason strong AI has had little to tell us about thinking,)Tj
263.201 0 TD -0.399 Tc (since it has nothing to tell us about machines. By its own )Tj
-263.201 -13.6 TD -0.597 Tc (definition,)Tj
49.6 0 TD -0.309 Tc (it is about programs, and programs are not machines. Whatever else)Tj
330.401 0 TD -0.498 Tc (intentionality is, it is a biological )Tj
-380.001 -13.6 TD -0.415 Tc (phenomenon, and it is as likely)Tj
149.601 0 TD -0.369 Tc (to be as causally dependent on the specific biochemistry of its origins)Tj
332.801 0 TD 0 Tc (as )Tj
-482.402 -13.6 TD -0.34 Tc (lactation, photosynthesis, or any other biological phenomena. No one)Tj
335.201 0 TD -0.251 Tc (would suppose that we could produce )Tj
-335.201 -13.6 TD -0.473 Tc (milk and sugar by running a)Tj
134.401 0 TD -0.413 Tc (computer simulation of the formal sequences in lactation and)Tj
291.201 0 TD -0.343 Tc (photosynthesis, but )Tj
-425.602 -13.6 TD -0.328 Tc (where the mind is concerned many people are)Tj
224.001 0 TD -0.39 Tc (willing to believe in such a miracle because of a deep and abiding)Tj
-224.001 -13.6 TD -0.363 Tc (dualism: the mind they suppose is a matter of formal processes and is)Tj
333.601 0 TD -0.404 Tc (independent of quite specific material )Tj
-333.601 -13.6 TD -0.383 Tc (causes in the way that milk and)Tj
152.001 0 TD -0.265 Tc (sugar are not.)Tj
-152.001 -28.8 TD -0.348 Tc (In defense of this dualism the hope is often expressed that the brain)Tj
324.001 0 TD -0.354 Tc (is a digital computer \(early computers, by )Tj
-324.001 -13.6 TD -0.319 Tc (the way, were often called)Tj
129.6 0 TD -0.355 Tc ("electronic brains"\). But that is no help. Of course the brain is a)Tj
304.801 0 TD -0.414 Tc (digital computer. )Tj
-434.402 -13.6 TD -0.395 Tc (Since everything is a digital computer, brains are)Tj
234.401 0 TD -0.284 Tc (too. The point is that the brain's causal capacity to produce)Tj
-234.401 -13.6 TD -0.443 Tc (intentionality cannot consist in its instantiating a computer program,)Tj
321.601 0 TD -0.38 Tc (since for any program you like it is possible )Tj
-321.601 -13.6 TD -0.438 Tc (for something to)Tj
80.8 0 TD -0.373 Tc (instantiate that program and still not have any mental states. Whatever)Tj
336.801 0 TD -0.317 Tc (it is that the brain does )Tj
-417.602 -13.6 TD -0.387 Tc (to produce intentionality, it cannot consist)Tj
201.601 0 TD -0.452 Tc (in instantiating a program since no program, by itself, is sufficient)Tj
310.401 0 TD -0.331 Tc (for )Tj
-512.002 -13.6 TD -0.604 Tc (intentionality.)Tj
/F3 19.2 Tf
0 -34.4 TD -0.191 Tc (ACKNOWLEDGMENT)Tj
/F2 12.8 Tf
0 -30.4 TD -0.297 Tc (I am indebted to a rather large number of people for)Tj
253.601 0 TD -0.336 Tc (discussion of these matters and for their patient attempts )Tj
-253.601 -13.6 TD -0.256 Tc (to overcome)Tj
64 0 TD -0.471 Tc (my ignorance of artificial intelligence. I would especially like to)Tj
300.801 0 TD -0.276 Tc (thank Ned Block, Hubert Dreyfus, )Tj
-364.801 -13.6 TD -0.295 Tc (John Haugeland, Roger Schank, Robert)Tj
195.201 0 TD -0.357 Tc (Wilensky, and Terry Winograd.)Tj
/F3 19.2 Tf
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/F2 12.8 Tf
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