DeepSeek V4 Set to Drive Structural Change in LLM Development: Will Today's Frontrunners Become Tomorrow's Followers?
DeepSeek's Engram architecture may represent the most significant shift in LLM design since Mixture-of-Experts. The implications extend from model performance to hardware dependency and the geopolitics of compute.