Pathway CEO in Forbes: Transformers Won't Get Us to Superintelligence, Experience-Learning AI Will

schwentker · x · 2026-10-21

Pathway co-founder Zuzanna Stamirowska argues in Forbes that Transformers won't be enough for superintelligence. The next leap won't come from scaling Transformer models but from AI that learns from experience — systems that remember, reason, and grow more capable with use, enabling reliable reasoning for cybersecurity response and real-time industrial operations. "Transformers defined this era; that doesn't mean they get to define the next one."

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