Research notebook · 2026—
Ideas in motion,
not conclusions in stone.
Essays on how models acquire capability, how training shapes behavior, and how intelligent systems can interact with people naturally. These are dated snapshots; the scope will continue expanding toward embodied intelligence, robotics, and beyond.
Beyond Turn-Taking: Toward Models That Listen, Speak, and Act
Full-duplex models, asynchronous reasoning, tools, and the two clocks of interactive intelligence.
Beyond Behavior: How Post-Training Shapes an LLM’s Character
Post-training as behavioral specification: what SFT and reinforcement learning may shape beyond local response quality.
What Is Creativity When AI Can Generate Anything?
What remains scarce when generation becomes cheap: problem choice, distant connections, and judgment.