REFLEX with Jev for Efficient Selective Control in LLM Agents
Selective computation is a useful optimization result within the experiment. A typed choice or high confidence does not independently establish authority at the boundary of a consequential action.
Selective computation is a useful optimization result within the experiment. A typed choice or high confidence does not independently establish authority at the boundary of a consequential action.
What the source establishes
REFLEX studies typed bounded decisions with a strong model fallback when confidence is low or generation is needed. It reports that gains depend on the available action set and that advantages narrow against accurate cheap routing baselines.
Moona assessment and evidence limits
Selective computation is a useful optimization result within the experiment. A typed choice or high confidence does not independently establish authority at the boundary of a consequential action.
Verification scope
Moona reviewed the retained source on 29 September 2026. Source acquisition and review establish provenance for this account; they do not reproduce an experiment, validate a vendor deployment or authorize an action.
Sources
This analysis interprets third-party reporting, research and announcements. Moona is not the original reporter of the underlying events.