​ Most discussions about the technological singularity imagine a single artificial intelligence suddenly surpassing humanity. But the first genuinely transformative intelligence may not be a machine acting alone. It may emerge from small constellations of scientists, each working in deep symbiosis with a personalized AI. Every sustained human–AI partnership can gradually become unique. An AI working continuously with a physicist would adapt to that scientist’s questions, theories, m...