This essay proposes a shift in artificial intelligence development, emphasizing the interaction of efficiency, efficacy, and environmental engagement.Introduces a multi-layered framework of intelligence, including training, apprenticeship, education, and metacognition.Critiques the "scale is all you need" perspective and advocates for rich interaction dynamics and ternary logic.Promotes designing AI systems that foster emergent values and intentions through healthy interactions.