Quantum computing delivers meaningful results by 2030
Multiple quantum computing modalities have proven error correction, and meaningful quantum supremacy results will appear before 2030, enabling solutions to currently unsolvable problems in chemistry, biology, and logistics.
The AI buildout is a multi-decade structural trend, not a short‑lived bubble. Energy capacity constraints naturally cap over‑hyping, and the potential value of tokens is near‑infinite as costs decline by orders of magnitude, driving broader adoption.