●builderFocus on long-term memory and error correction architectures rather than relying on zero-shot reasoning.
●researcherPrioritize research into embodied AI and physical intuition to move beyond next-token prediction.
●founderExpect a long development cycle for agentic products targeting complex, non-standard workflows.