The developers of LLM's & AI have been warned about bias for over a decade yet the industry makes strong efforts to purge the harbingers.
https://www.rollingstone.com/culture/culture-features/women-warnings-ai-danger-risk-before-chatgpt-1234804367/
https://www.wired.com/story/google-timnit-gebru-ai-what-really-happened/
Why?
Purges of dissenting staff occur because the investors behind these initiatives want the results so badly, they're prepared to fund it limitlessly, no matter its poor quality.
https://www.theregister.com/2025/02/12/larry_ellison_wants_all_data/
https://www.theregister.com/2024/09/16/oracle_ai_mass_surveillance_cloud/
Silicon Valley is more interested...
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