Multiple sources say ByteDance will scale up investment in world-model training,
targeting by year-end performance comparable to the current global SOTA, Google
Genie 3. Video models will remain a priority and the firm will explore
dynamic-generation approaches. It plans to shore up coding capabilities via
internal dogfooding — data feedback and evaluation to create a flywheel — and to
enhance agent functionality. Doubao commercialization will be accelerated with
office productivity scenarios as the primary focus.