Inference Compute: AI's Next Gold Rush?
DeepSeek's emergence signals a pivotal AI shift towards inference-time compute (TTC), challenging pre-training dominance. This trend reshapes hardware needs, cloud competition (emphasizing QoS), foundation model moats, and enterprise AI adoption, potentially democratizing development but introducing new security and efficiency considerations.