Tons. 1) the brilliant researchers working on these models don’t know how to run an ML business 2) cost 3) performance, guardrails, safety 4) infosec/org/legal approval for use in-house 5) power concentration/small talent pool of folks that know this tech
Etc.
REGULATION
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Barriers to Enterprise Adoption of Advanced ML Models
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AI Artists Must Understand Fair Use Implications Carefully
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This is another reason why AI Artists and companies in this space should not be running around willy-nilly claiming Fair Use without really understanding the consequences.
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Fair Use Defense: Market Harm Burden on Defendants
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Maybe I can bring up a new angle here! Since Fair Use is an affirmative defense, the proof of absence of market harm falls onto the defendants.
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Licensing potential in datasets with minimal collection efforts
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You're joking, but there's already 30M to 50M records with licenses (including Creative Commons) and they weren't seriously trying to collect license information. If they actually tried, they'd probably get to 10% 25% or more…
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AI Data Scraping: Programmers Must Track Sources and Copyrights
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You're looking for complexity where there is none. "AI" does not go out in the wild to scrape data, programmers implement code that does it, and thus can & should track the source and copyrights. If there is no clear & usable copyright information, then the code drops it…
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Fair Use Should Be Limited to Individuals and Non-Profit Organizations
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If Fair Use was limited to individual humans and/or strictly non-profit initiatives, I think much of the copyright debate would vanish immediately. No machines. No corporations. You have to wonder who benefits from the lack of clarity; it's been years in the making…
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Internal Copies and Copyright Implications in Compression and Databases
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You missed the link by @ninjadodo above then. There are indeed copies stored internally (arguably due to design flaws). It's quite like a compression algorithm, which also fall under copyright. Further, lossy databases are also regulated as databases.
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Google Image Search loses Getty Images copyright lawsuit settlement
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Google Image Search lost its lawsuit against Getty Images on copyright, and had to settle. I presume they did so to avoid setting a precedent with their defeat. There are now very strict conditions to follow in those cases… it's well regulated.
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Directing Technological Revolution: Shaping Better Futures Ahead
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also, once a technological revolution starts, it cannot be stopped. but it can be directed, and we can contintually figure out how to make the new world much better.
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AI Systems User Preferences Moral Pluralism Ethics
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i think AI systems should do what their users want, subject to the very wide bounds of what society decides is acceptable. moral pluralism seems right, and also its very important to allow for moral evolution over time.