How do we work, decide, and position ourselves while AI is still being built around us?
AI is not arriving as a finished technology. It is arriving unevenly, through price tiers, infrastructure bottlenecks, workplace habits, institutions, and personal decisions.
The AI buildout is hitting two supply walls at once: power infrastructure that takes years to build, and chip capacity that can't keep pace with demand. The exit isn't waiting for more turbines. It's efficiency.
Tokens are cheap because they are subsidized. Energy constraints and commercial pressure will change that. The gap between those who can justify the cost and those who cannot is already forming. The time to build the habit is now.
How do we work, decide, and position ourselves while AI is still being built around us?
AI is not arriving as a finished technology. It is arriving unevenly, through price tiers, infrastructure bottlenecks, workplace habits, institutions, and personal decisions.
The AI buildout is hitting two supply walls at once: power infrastructure that takes years to build, and chip capacity that can't keep pace with demand. The exit isn't waiting for more turbines. It's efficiency.
Tokens are cheap because they are subsidized. Energy constraints and commercial pressure will change that. The gap between those who can justify the cost and those who cannot is already forming. The time to build the habit is now.