Paula Dozsa, a software engineer building whimsical AI at Tolan after prior roles at xAI and Spotify, posted on X that Goodreads finally serves a purpose other than tracking books read. The tweet includes a photo of an interface. Evidence in the packet includes a generated headline naming the tool Instinct and a summary stating it connects to a Goodreads account with over a thousand shelved books to identify two distinct 5-star recommendations. The post itself supplies the only first-party statement; no further details receive independent corroboration in the supplied lines.