Think Before You Lie: How Reasoning Leads to Honesty. - Ann Yuan; Asma Ghandeharioun; Carter Blum; Alicia Machado; Jessica Hoffmann; Daphne Ippolito; Martin Wattenberg; Lucas Dixon; Katja Filippova (CoRR, 2026)