Stanford paper: outcome-based billing cuts Astra cost per task from $0.92 to $0.29
A post cites a Stanford paper on cost per completed task with GPT-6 Astra, summarizing six controls such as outcome metering, triage and checkpoints that cut cost per delivered result by about 70%.
this is insane! this is free real gold for anyone who is planing to decrease its AI bill by 200% a professor from Stanford published this paper for free on cost per completed task with the fresh-released GPT-6 Astra model 6 controls, not six separate hacks. outcome metering, triage, checkpoints, no-progress kill, result cache, batch queue 0.92 to 0.29 per delivered result. first audit i have run on outcomes instead of calls and the model was never the thing that changed which of these 6 do you actually have wired?
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