Protecting Human Meaning From AI Misinterpretation

Season 2, Episode 33 In this episode of Echoes for Angela, we follow a problem as old as communication itself: what happens when the receiver changes the message? From oral tradition and writing to religious transmission, printing, Shannon, Wiener, computing, and artificial intelligence, we explore humanity’s long effort to preserve meaning across imperfect channels. A simple AI misunderstanding—turning “like one photon shared or something” into a literal claim the speaker never made—reveals something surprisingly important: a statement can be factually true while still being falsely attributed. From there, we explore provenance, grounding, repair, version history, dependency tracking, and why ten repetitions of one mistake do not become ten independent witnesses. The lesson for Angela is simple enough for anyone: listen carefully, remember who actually said what, admit when you misunderstood, fix what the mistake affected, and never confuse your interpretation with another person’s words. Before teaching the server to preach, teach it not to bear false witness. Zenodo: https://doi.org/10.5281/zenodo.21895765 Zenodo SkibidiScience Repository: https://zenodo.org/communities/skibidiscience/