The most AI-obsessed firms are spending roughly $7,500 monthly per employee on AI, per Ramp AI Index. That’s not more than an engineer’s salary — yet.
“The whole conversation shifted from tokenmaxxing and ‘go fast’ to ‘we need guardrails, how do we control this?'”
Ramp has nearly tripled its valuation over the past year as investors scramble to grab a part of the fast-growing startup.
Large exchanges are designing derivative products around AI tokens, which are increasingly being considered less a computational output and more a raw material input, like electricity or bandwidth.
China’s telecom companies are starting to treat AI usage like mobile data, and the shift hints at a much stranger future for technology than most people expected.
A new open source gadget called Clawdmeter turns Claude Code usage stats into a tiny desktop dashboard for AI coding power users.
Reid Hoffman says tracking AI token use can gauge adoption, but cautions it should be paired with context and not treated as a direct productivity metric.