Unlocking the Secrets to Building AI That Navigates the Twists of a Shifting IP World
“There are two failure points to watch: inputs you don’t have rights to, and outputs that look too much like someone else’s work,” says Roanie Levy in her episode.
That dual exposure means enterprises must manage input risk (unlicensed training or prompting) and output risk (look‑alike generation or insufficient human authorship). To remain defensible at scale, organizations should enforce human review for externally facing materials and apply tiered safeguards for higher‑risk content categories, such as premium research and proprietary market data.
