Research, field notes, and releases from Tamaga.https://tamaga.systems/enhttps://tamaga.systems/newsroom/field-notes/how-guests-book-the-wrong-room/https://tamaga.systems/newsroom/field-notes/how-guests-book-the-wrong-room/Building Room Fit exposed a deeper problem: hotel inventory compresses physical rooms into sellable categories. The guest needs enough of that physical reality restored before availability can become a useful answer.Sun, 09 Aug 2026 00:00:00 GMThttps://tamaga.systems/newsroom/press-releases/one-hotel-seven-versions-published/https://tamaga.systems/newsroom/press-releases/one-hotel-seven-versions-published/One Hotel, Seven Versions examines a hotel as a distributed representation system: website, booking engine, structured data, Google/local surfaces, OTAs, destination sources and AI synthesis. Its central finding is that visibility has little value when consequential facts lose their conditions between versions.Sun, 09 Aug 2026 00:00:00 GMThttps://tamaga.systems/newsroom/research-briefings/chatbot-should-never-answer-from-memory/https://tamaga.systems/newsroom/research-briefings/chatbot-should-never-answer-from-memory/Hallucination is only one failure mode. A hotel answer can be accurate in wording and still be wrong because it is stale, applied to the wrong room or rate, or promoted from a possibility into a promise.Sun, 09 Aug 2026 00:00:00 GMT