Dawn Chorus Pro chose local inference for three reasons: zero cell signal in deep mountains and dense forests makes cloud APIs unusable, students and hobbyists are unwilling to pay for APIs, and uploading sensitive wildlife coordinates to the cloud may bring ecological security risks.