ideal 1 · maximise harnessing ai
push token usage higher as a deliberate goal, maximising AI leverage until operators stand on top of the stack of automated capability.
e/acc data analytics
oozr
oozr is a venture into harnessing AI and agents for data analytics. the following ideals govern the tension between speed, scale, and truth.
ideals
ideal 2 · build compounding data lakes
you will not find rich, massive, defensible data by searching for it; you build it yourself until it has the weight and force of a reservoir.
ideal 3 · seek signal in the noise
seek signal among the rising speed and scale of ideals 1 & 2. test for decision-grade causality where others see simplistic correlations.
usage signals
Current API: OpenAI
API Tokens
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normalized per year (visual scale), not absolute axis values.
Current Plan: ChatGPT Plus
Plan Usage
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percent utilization signal only. not converted to token-equivalent volume.