TLDR Dev · ARTICLES & TUTORIALS
JEV'S ARCHITECTURE UNMASKED
Summary from the TLDR Dev newsletter
Ten thousand API probes suggest Jev is a causal decision model that shares state across isolated questions and emits decision probabilities directly instead of generating text. The strongest evidence supports direct readouts, batched question branches, and option interaction, while the sparse mixture-of-experts backbone remains speculative.