Agentic AI and the next intelligence explosion
For AI researchers and futurists, this paper offers a conceptual reframing of AI safety and alignment, but it is speculative and lacks concrete results or empirical validation.
The paper argues that the AI singularity will not be a single superintelligent system but a plural, social intelligence emerging from agentic AI systems that simulate internal 'societies of thought' and human-AI centaurs. It proposes shifting from dyadic alignment (RLHF) to institutional alignment using digital protocols modeled on organizations and markets.
The "AI singularity" is often miscast as a monolithic, godlike mind. Evolution suggests a different path: intelligence is fundamentally plural, social, and relational. Recent advances in agentic AI reveal that frontier reasoning models, such as DeepSeek-R1, do not improve simply by "thinking longer". Instead, they simulate internal "societies of thought," spontaneous cognitive debates that argue, verify, and reconcile to solve complex tasks. Moreover, we are entering an era of human-AI centaurs: hybrid actors where collective agency transcends individual control. Scaling this intelligence requires shifting from dyadic alignment (RLHF) toward institutional alignment. By designing digital protocols, modeled on organizations and markets, we can build a social infrastructure of checks and balances. The next intelligence explosion will not be a single silicon brain, but a complex, combinatorial society specializing and sprawling like a city. No mind is an island.