Re:91% of ML Models Degrade over Time
by cratermoon on Friday April 14, 2023 @06:55PM
(#35575916)
The so-called Stochastic Parrot paper mentions some specific harms that the "done-and-finished" aspect. in Section 4.2, "Static Data/Changing Social Views", saying,
> A central aspect of social movement formation involves using language strategically to destabilize dominant narratives and call attention to underrepresented social perspectives. Social movements produce new norms, language, and ways of communicating. This adds challenges to the deployment of LMs, as methodologies reliant on LMs run the risk of ‘value-lock’, where the LM-reliant technology reifies older, less-inclusive understandings.
> A central aspect of social movement formation involves using language strategically to destabilize dominant narratives and call attention to underrepresented social perspectives. Social movements produce new norms, language, and ways of communicating. This adds challenges to the deployment of LMs, as methodologies reliant on LMs run the risk of ‘value-lock’, where the LM-reliant technology reifies older, less-inclusive understandings.