1 · INPUT
2 · DECISION MODEL
3 · OUTPUT
State
{"search_query": "which companies
are decreasing payroll?"}
Yes/no question
Does this query need a broad search across
many companies? When in doubt, false.
Jev, djev or Luna
decision model
Probability of yes
P = 0.94
4 · WHAT WE DO WITH IT
Narrow search
named companies only
Unsure: ask the LLM
the larger model decides
Broad search
slower, market-wide
0
0.2
0.5
0.8
1
P(needs a broad search)
1
1
“NVDA margins last two quarters”
Jev: P = 0.02
2
2
“how are retailers responding to tariffs?”
Jev: P = 0.46
3
3
“which companies are decreasing payroll?”
Jev: P = 0.94