“New Type” Evolution

From human-designed rules → massive compute → efficient intelligence.

• Type B: Humans design rules and algorithms.
• Type A: More data + more compute → stronger AI.
• Type A → Type B: Learn from massive scaling, then compress intelligence to achieve more with less.
• Future Goal: Higher Intelligence / Lower Compute

#AI #ArtificialIntelligence #LLM #AIScaling #AIReasoning #AIInfrastructure #ComputeEfficiency #FutureOfAI

With ChatGPT