Ai for everyone: Lake Wales vs. Lake Wailes: One Letter, Local History, and AI

Lake Wales vs. Lake Wailes: One Letter, Local History, and AI AI Visibility Podcast with Jason T AI Wade The city lost the “i.” The lake kept it. Explaining exactly how that happened takes us into Florida land development, railroad signs, competing historical accounts, and the future of how AI tells our stories. In this episode, Jason T AI Wade explores the naming history of Lake Wales and Lake Wailes—and why the unresolved details matter. National Register documentation credits government surveyor J. W. Childs with naming the lake for S. I. Wailes in 1879. The town followed decades later, shaped by timber, turpentine, land sales, and railroad access. The missing letter has a less settled explanation. A 1997 historic-district nomination attributes the shortened spelling on a 1913 depot sign to a suggestion by G. V. Tillman. An earlier National Register document says the reason for the spelling change is unknown—and identifies the business formed in 1911 as the Lake Wales Land Company. The depot story therefore leaves an important question open: when did the shorter spelling actually begin? That uncertainty becomes the starting point for a larger discussion about artificial intelligence, business identity, and who controls the public record. When sources disagree, will an AI explain the disagreement or produce a smoother story than the evidence supports? In this episode: The surveyor and state agent behind the lake’s documented name. How commercial development and railroad access helped establish the town. The 1913 depot-sign account and the gap it leaves. Why removing the “i” today would require a formal geographic-name proposal. How AI can confuse similar names, merge separate entities, or flatten historical uncertainty. What businesses can learn about rebrands, outdated listings, conflicting descriptions, and evidence. A proposed experiment: ask multiple AI systems the same local-history questions and compare their sources and answers. Could the lake’s spelling change? USGS allows proposals to change an existing geographic name or spelling, but requires a compelling reason and evidence of support. Local use and acceptance are its most important consideration. A one-letter edit is possible; approval is a separate question. Research note: This episode examines conflicting historical accounts and proposes an AI comparison. It does not report a completed comparative test or establish that AI systems consistently confuse the two places. Sources and further reading: Lake Wales Historic Residential District nomination, 1997 Lake Wales Multiple Property Listing, 1990 USGS guidance on geographic-name proposals Domestic Names Committee proposal-process flowchart Connect: JasonWade.com · BackTier.com Have an early map, company document, newspaper clipping, or depot photograph showing either spelling? Share the source and its date. Help document where the story changes.