Unconscious bias: Difference between revisions

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Tout gai de Reguennes.  
Tout gai de Reguennes.  
:—Luis d’Antin van Rooten, ''Mots D’Heures: Gousses, Rames'', (1967)}}
:—Luis d’Antin van Rooten, ''Mots D’Heures: Gousses, Rames'', (1967)}}
{{quote|{{rorty on truth}}}}


To utter a sentence is to prefer one model of the world; one “[[narrative]]” over the infinity of alternatives one could construct. To ''construe'' one is to do likewise: the success of the ''communication'' such an utterance and construal represents depends on how far the speaker’s and listener’s respective narratives coincide — how far they share the cultural conventions on which the language is founded. To understand a language is to understand the cultural conventions which it represents.  
To utter a sentence is to assert a model of the world; a single “[[narrative]]” over the infinity of possible alternatives. To ''construe'' one is to do likewise. The success of a ''communication'' depends on how far the speaker and listener share cultural conventions; how well their respective narratives coincide. Words are, like the world, are out there;  the meanings we assign them are not. To understand words is to share cultural conventions by which they acquire meaning.  


If speaker and listener do not share cultural conventions, the result is usually incoherence: a monolingual English speaker cannot understand a French sentence, and that is that. Not necessarily, though: ask a French speaker to read van Rooten’s poem to an English speaker and watch what happens.
If speaker and listener do not share cultural conventions, the result is usually incoherence: a monolingual English speaker cannot understand a French sentence, and that is that. Not necessarily, though: ask a French speaker to read van Rooten’s poem to an English speaker and watch what happens. You really should: it’s funny.


These cultural conventions are buried deep: the very beauty of language is that it allows us carry on without having to prove out all the assumptions, linguistic architecture, vocabulary, before communicating. It is to pre-agree a set of filters, switches and conventions. It allows us to take certain things as read.  
Our cultural conventions are buried deep: the very beauty of language is to allow us carry on without having to prove out all assumptions, linguistic architecture, vocabulary, before communicating. To share a language is to pre-agree a set of filters, switches and conventions and heuristics. It is to take certain things as read.  


These filters, switches and conventions are “biases”. We need them, to put one foot in front of another. An operating condition to meaning is shared, unstated, ''unconscious'' bias.
These filters, switches and conventions are “biases”. We need them, so we can put one foot in front of another without holding Newton’s laws of motion, Fowler’s laws of  ''Modern English Usage'' or ''Halsbury’s Laws of England'' in constant contemplation as we go. We want them biases out of the way, running in the background — ''unconscious'' — while we get on with whatever we are doing.  


''So, all'' language is biased. It’s part of the beauty, intractability, ambiguity and humanity of language. It is bias that sculpts the overwhelming white noise of the universe into meaningful figures; bias limits and makes manageable the infinite; bias makes the universe coherent to us.  
An operating condition to sharing meaning is sharing, unstated, ''unconscious'' biases.


We see well-meant attempts to apply [[neural network]]s to the existing corpus of human communication, such as it is, to train [[artificial intelligence]] discover undesirable biases in the canon — not always apparent on the surface of a given communication, but that [[Emergence|emerge]] from the statistical aggregation of billions of lines of text. “Men” are associated with money, power, and status; while women are associated with “home” and ”mum”.
So, ''all'' language is biased. It’s part of its beauty, intractability, ambiguity and humanity. It is bias that sculpts the overwhelming white noise of the universe into meaningful figures; that limits and makes manageable the infinite; that makes the universe coherent.  


Now the written canon, for all its flaws and biases, is the nearest account of how humans do communicate. But it is biased in obvious ways: it favours those who write over those who do not; the loudmouth over the introvert, those who have the time, resources and inclination to publish over those who don’t; those who have a platform over those who don’t.
This not to defend unconscious bias, but to recognise it is inevitable, and to observe there are ''useful'' biases and ''pernicious'' ones, and to wonder whether the biases targeted by the contemporary fad for unconscious bias training are’t themselves the subject of other kinds of bias — in particular [[confirmation bias]].