The following is a guest post and opinion from Shane Neagle, Editor In Chief from The Tokenist.
It is no secret that large language models (LLMs) crossed the capability threshold by harvesting vast amounts of public and private data. Combined with breakthroughs in transformer architectures and compute power, this data scraping led to concerns about intellectual property (IP) rights.
Intellectual property frameworks exist to incentivize innovation and creative spark, protecting creators and businesses. In turn, the entire society benefits from that incentive structure. Eventually, IP protections typically expire, at which point IP becomes integrated into the public domain.
The global harmonizing IP framework is the Agreement on Trade-Related Aspects of Intellectual Property Rights (TRIPS Agreement) under the World Trade Organization (WTO) umbrella, together with the World Intellectual Property Organisation (WIPO).
However, with AI rapidly blurring the line between human and machine crea
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