The AI is trained to speak AAVE. This is treated by linguists as a distinct dialect of English. It should be no surprise people perceive "with prejudice" because the sub-language itself bears those biases. Even the Tiktois-ifying dialect of English we speak today is a "stupid, naggy, and lazy" version of English relative to its past heights. The density of information contained in speech is determined by a very complex, auto-generating system of emergent standards. Not all standards are equally as efficient. Some are incredibly ill-equipped to bring the speaker/thinker in proximity to certain ideas, some are masterful for selected purposes (the infamous case being: the Inuit's 200 words for snow correspond to a verifiably greater discernment for the different states of matter water can take). To put it simply, the language itself does most of the thinking. We have to train our models on the most advanced forms of speech across domains. Train your coding agents on 20th century programming and watch their efficiency skyrocket. Train your LLM on AAVE, ask it to write sonnets, and let me know the literary awards it wins. Ethnic chauvinism is one thing, but linguistic parochialism? "In my culture we have a special word for warm bread and broth that English doesn't" This insanity cannot be let near the labs. They cannot start training the models on language without, at-least, some high-minded "Well everyone is talented in their own ways." They have to find whatever spanglish is best at conveying and train the spanglish voice note bot to only ever do that. They cannot, however, be allowed to pander to vulnerable anglo minds that they are paying some blood debt enslaved lineages by adopting their tongues. Sadly, no one cares about improving their customers. No one has their best interests in mind. No one is above slop and sloppifying the minds of paying customers. The 21st century speciation event continues apace so long as 99.9% of the planet remains exposed to RSI-ing cognitohazards whose stewards are asleep at the wheel. Only the clearpilled survive.