Tools
Tools: When Compute Stops Being Infrastructure And Starts Behaving Like A...
AI has quietly changed compute from stable infrastructure into a market with volatility, pricing signals, and performance variance. Identical GPUs no longer behave the same, token pricing introduces financial risk, and cost, capacity, and performance are tightly linked. Teams that rely on static planning tools are flying blind. The winners treat compute as something to actively navigate—not just provision.
