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  ## The one-minute pitch
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  Every speculative-decoding / early-exit / Medusa / adaptive-compute paper of the last three years is *the same sensor in a different costume* measuring *one underlying signal*: how sharp is the next-token distribution. The field keeps shipping new sensors and never builds the *controller* that fuses them.
 
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+ ![k-sweep: engineering knee = physics ceiling](https://raw.githubusercontent.com/parrishcorcoran/unified-gate/main/figures/k_sweep.png)
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  ## The one-minute pitch
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  Every speculative-decoding / early-exit / Medusa / adaptive-compute paper of the last three years is *the same sensor in a different costume* measuring *one underlying signal*: how sharp is the next-token distribution. The field keeps shipping new sensors and never builds the *controller* that fuses them.