Why you should not use ChatGPT, large language models, or other “artificial intelligence” (falsely so-called) tools in your research or work, for any of the synthetic tasks (summaries of data or information, etc.) for which it is proposed as a helpful time-saver:
The process of pattern recognition and synthetic integration is the basis of how human beings come to know and understand the world.
This process is an inextricably bodily process in humans. (This is true of human cognition in general: the whole of the human body, not just the brain, is involved in every act of thought — and in fact other bodies are involved, too, because thought is an intersubjective process. But I digress.)
ChatGPT and similar tools are, however, definitionally disembodied. Even if they are in fact “just pattern-recognition machines” (dubious), by virtue of being disembodied their pattern “recognition” is not the same as the real thing in humans.
In fact, insofar as ChatGPT exists in the physical world, it is under a very different sort of embodiment — a non-organic sort — which is antithetical to the human sort.
Therefore, ChatGPT and so forth cannot be trusted to faithfully simulate human knowing — and if the mechanism cannot be trusted neither can the results.
Additionally, by using such a tool, a human being forgoes the opportunity to practice and experience such knowing, kneecapping his or her capacity to learn from the experience.
In a nutshell: the promise of LLMs is “impersonal knowledge” — but no such thing exists. Relying on it is thus, in a meaningful sense, worse than nothing.
Addendum: true personal certainty is much rarer than one thinks. Strictly speaking I am, I think, only confident that 2 + 2 = 4; very confident, since I know from trustworthy authorities that arithmetic may be proven logically consistent and from experience that categories of twos added together produce fours. Confident enough, even, to bet my life (if such a bet were necessary) that adding two to two in any life-threatening scenariorio would make four. Confidence is a real part of knowledge. But am I certain that 2 + 2 = 4? I do not understand the rules and axiomata of mathematical logic by which such statements are proven logically certain in the strong sense. I could, I suppose, be living in a remarkable delusion which has filtered out all experiences of 2 + 2 failing to equal 4 — which seems highly unlikely, but is that not just what such a deluded person might say? My certainty is “only” functional, which is actually — a species of confidence. Is there anything regarding which I am truly certain?
Important to explore, in all fields of life and thought: the practical difference between confidence and certainty. I.e., what action is the right one to take in any given situation may depend significantly on whether you are confident in vs. certain of a given outcome.
In a technological age, philosophy, too, tends to conceive of itself as a technē. To some writers, it has come to appear as one of the special sciences, whose subject matter is language, whose task is the analysis of arguments, and whose virtue is technical proficiency. Others take philosophy to be a metatheory whose subject matter is the theories of other philosophers and scientists, whose task is speculative construction, and whose virtue is sophistication in the peculiar sense of maximal remoteness from lived experience, so that the author who writes fifth-generation commentaries thinks himself more advanced than the preceding four generations of commentators—and far more so than the naïve observer upon whose original insight they all comment. Both linguistic analysis and theoretical construction are, surely, legitimate tasks. Yet the thinkers whose insight withstood the test of time, from Socrates to Husserl, were of a different breed. They were the perennial beginners, taking the sense of lived experience in its primordial immediacy for their subject matter. Their stance was one of wonder, not of sophistication; the task they undertook was one of articulation—and their virtue was naïveté, a willingness to see before theorizing, to encounter the wonder of being rather than enclose themselves in cunningly devised theories.
— Erazim Kohák, The Embers and the Stars: A Philosophical Inquiry into the Moral Sense of Nature, xi
“Without even thinking about it, we in the creative class consolidate our class standing through an ingenious code of ‘openness.’ We tend to like open floor plans, casual dress, and eclectic ‘localist’ tastes that are willfully unpretentious. This seems radically egalitarian, because there are no formal hierarchies of taste or social position. But only the most culturally privileged person knows how to navigate a space in which the social rules are mysterious and hidden.”
I think often about two subspecies, or effects, of the phenomenon Brooks describes in this last sentence. The first is how the abandonment of clear status-signaling and deferential modes of address in hierarchical settings — academia and ecclesia being two such realms — actually makes it more challenging for entrants from lower economic and culturally powerful strata to a) accurately navigate those realms upon entering, when they possess the lowest level of power in the hierarchy, and b) be recognized as having truly arrived once they ascend to the higher levels of power. The second is how the contemporary world, despite the radically increased cultural visibility of neurodivergence, is in certain experiential ways a more hostile environment for persons on the autism spectrum, who need clear rules and overt signals for social settings rather than the muddy and inconsistent rules and covert signals with which our neurotypical ruling class is comfortable. Deference and clear social rules are contingent, socially constructed fictions; but they were and are useful fictions, in ways wholly unappreciated by their meritocratic destroyers. No society can function without socially constructed useful fictions. The question is whether or not the new set represents genuine improvement over the old.
UPDATE: My (very clever) wife pointed out that the therapeutic language and culture predominant among the teenage to early-30s set is another manifestation of this phenomenon. The need to “normalize” being “not okay,” seeing a therapist (and talking with friends about what “my therapist says”), having some form of neurodivergence or (at least) severe social anxiety, etc., can be read as both a response to the low-deference, muddy-social-rules culture we now live in and a replacement for older forms of deference and clear social rules. It serves as a way to cope with the unpredictability (uncontrollability?) of the world and as an imposition on it of new, somewhat clearer rules. It makes some social facts certain again. One cannot, in 2023, dismiss a diagnosis (even a self-diagnosis) of a mental health disorder, or do other than honor the boundaries that one’s friend declares he or she is setting, or veto anything that one’s friend’s therapist says — although thanks to a certain ubiquitous podcast advertiser, the idea that you can “get a new therapist” anytime your old one makes you uncomfortable has now been, er, normalized, which severely blunts the scalpel edge that true talk therapy ought to have, slicing through our self-protective layers of irony and self-deception to get at and treat the genuine underlying problems!
To the disciples: “Unless you change and become like a little child, you will never enter the kingdom of heaven” (Mt. 18:3)
To the chief priests and elders: “The tax collectors and the prostitutes go into the kingdom of heaven before you” (Mt. 21:31)
This is what I mean, in yesterday’s post, by “Do not rule out any kinds of questions and observations from the conversation, even ones that (initially) seem unsuited to Bible study or insufficiently sophisticated.” Ask the questions that little children would ask; ask the questions that those on the outs from elite society would ask. This is, notably, difficult for those formed by elite society! The whole enterprise of contemporary Western elite education is meant as much to inculcate the habits of mind and speech proper to the ruling class in its next generation as to render that class accessible to the lower socioeconomic strata. Note well that this last sentence is not a criticism, per se, of contemporary Western elite education; indeed it’s a sentence that could hardly have been written without it. (The various so-called critical theories mostly exist, not principally for the powerless to critique the powerful, but for the already powerful to engage in the discipline of self-critique.) Nevertheless the ruling strata are always peculiarly able and constantly tempted — by Mammon, mostly — to drown out the voice of the Word by virtue of those habits of mind and speech. Wherefore it is a most useful and spiritually edifying exercise to treat them, as frequently as possible, as rubbish. Change, at least for the hour of Bible study, and become like a little child; ask questions of the text (of Jesus!) that the tax collectors and the prostitutes would ask, and follow their lead into the kingdom. With such people Jesus prefers to feast.
Sit silently together for 5 minutes. No distractions allowed!
Discuss any questions and observations that occur to you, taking notes. Do not rule out any kinds of questions and observations from the conversation, even ones that (initially) seem unsuited to Bible study or insufficiently sophisticated.
Look for, and name, patterns that emerge in the questions and observations.
Reconvene and repeat, rereading the notes from last time.
That’s all it takes to have a great Bible study. You don’t need a scholarly guide or a commercially produced book study. You don’t need knowledge of the Greek New Testament or the Hebrew Bible, though those are occasionally useful bonuses to be deployed with tremendous care and caution. You certainly don’t need pre-written questions, whether from a celebrity Christian author or ChatGPT (perish the thought). What you really need is time and space for contemplation. There are no Bible study “tools” that can substitute for that now-threatened resource. The Word of God is living and active, and the modern technological world represents a colossal project of seeking to drown out its voice. Silence the noises, and listen to the Spirit.
Actually, there is one “tool” you do need, and should incorporate into the discussion process after you’ve read the book or section under consideration a few times together. That tool is the rest of the Bible. The whole canon of Scripture is your indispensable guide to understanding each part. Many modern Bibles include a cross-reference system; some of these references are more valuable than others, but figure out which ones are the most fruitful, and read those passages (with their full contexts!) aloud too. Commentaries, too, are useful in this context, because they can point out theological parallels and connections that are too macro-scale to fit into the cross-reference system. But most of all, use your own intuitions developed through reading the Bible: “this bit here sounds awfully like…” is the right instinct to follow. Commentaries and cross-references are really only useful insofar as they build up your own biblical literacy and instincts. Let the different parts of the canon speak to and about one another.
And, incidentally, as you do this, don’t worry overmuch about historical questions of whether or not “the writer of Book X knew and was referencing Book Y.” For modern people, these kinds of questions are red herrings that lead us astray from the actual task of understanding the words in the canon. Of course the words emerge from a historical setting. They are still in our Bibles because generations of the faithful following God’s Way realized that these words transcended (without obviating) the particularities of their original historical settings and were speaking to them, with divine import and power, in the divine Now: “as long as it is called ‘Today.’” Rather settle for trusting a) the intentionality of the canon’s later editors and compilers, who definitely knew what they were doing, and b) the divine intentionality of the Spirit of God in guiding the authors, editors, and compilers through that process.
William Baird’s three-volume History of New Testament Research is enormously helpful as a description of the, well, history of New Testament research; he gives short summaries of key figures’ careers and works, followed by descriptions of their key contributions to the history of scholarship. I am less enthused by his evaluations. Commenting, in the first volume, on the “Pietists” Francke, Bengel, and Wesley, he writes: “When they conclude… that the Bible is not to be interpreted like any other book, the Pietists align themselves with the past and not the future” (90). It is hard to know what to make of a judgment like this, which contextually it is clear Baird intends as a criticism. Obviously, as a matter of the progress of history (within the horizon of the 16th to 19th centuries), this is true; these writers would have been horrified by the dictum of Jowett’s which Baird quotes (strangely without quotation marks!). But whether the progression of that history, within that 400-year horizon, was good is another matter entirely; and indeed the third volume of the work opens with a discussion of the work and influence of Karl Barth, whose career derived its initial impetus from forcibly rejecting many of the evaluative assumptions that had evolved during that historical progression. Surely there are valid hermeneutical critiques, even criticisms, of Francke, Bengel, and Wesley to be made — but is a vague appeal to the past and the future the best that can be done?
Historical researchers always have before them the temptation of what C.S. Lewis called “chronological snobbery.” It is in their best interest never to take it.
The church’s continual struggle in understanding the literal sense of the text as providing the biblical grounds for its testimony arises in large measure from its canonical consciousness. On the one hand, it recognizes that textual meaning is controlled by the grammatical, syntactical, and literary function of the language. On the other hand, these formal criteria are continually complemented by the actual content of the biblical texts which are being interpreted by communities of faith and practice. The productive epochs in the church’s use of the Bible have occurred when these two dimensions of scripture constructively enrich and balance each other as establishing an acknowledged literal sense.
— Biblical Theology of the Old and New Testaments, 724
Five points, both historical and theological, to render credible the preaching of New Testament slavery texts:
Slavery in the Greco-Roman world is not to be equated, historically speaking, with antebellum American race-based chattel slavery.
Nevertheless, Greco-Roman slavery was, from the perspective of Christian morality, a violent, unjust, and dehumanizing system: differently shaped in the form of its evil than the American form, but reprehensible nonetheless.
The New Testament canon contains both (a) prudential, theologically grounded guidance for life under such a system and (b) moral and theological lessons that, developed and applied over time within a Christianizing society, should have — and largely did — inevitably resulted in the eradication of the slave system.
These different witnesses are not to be conflated, even when they emerge from the same texts (e.g., the book of Philemon), but neither are they in opposition to one another. The Christian tradition, drawing on this textual heritage, is right to now condemn all forms of slavery as unjust violations of divine law. Neither does this obviate the moral responsibility of those who exist within systems of slavery to adhere to Christian ways of living.
The fact that the New Testament and early Christian “strategy” (a misleading word in this context) for the eradication of slavery involves, in a sense, accommodating its ongoing existence during the Christianization of society is not a warrant against, in a modern society with its moral norms already re-framed by Christianization, using appropriate mechanisms of law and even force to destroy enduring systems of enslavement. To say that would be to simultaneously radically enlarge and disastrously narrow the sufficiency of Scripture.