Table 3 · Section 5

Four pathways from AGI to ASI

Four routes by which AI might move from human-level to superintelligence. They are not mutually exclusive and may unfold in parallel. Tap a card for detail.

4 result(s)

Scaling compute, models & data

Keep growing effective compute and training/serving ever-larger models.

§5.1compute

Algorithmic paradigm shifts

New architectures or training paradigms beyond today's neural approach.

§5.2algorithms

Recursive self-improvement

AI that speeds up AI research, compounding into faster progress.

§5.3feedback

Multi-agent group agency

Superintelligence emerging from large collectives of coordinating agents.

§5.4emergence