CalibratedDecisions.

Repo · Agents & browsers

Jev agent with top-k logits proposals

A research design for a Jev-native agent system.

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From the repository

Research design for a Jev-native agent system: tool integration, speculative parameter proposals, external helper logits Top-k proposals with Jev-controlled fallback ,decision-aware hierarchical memory, and dependency-aware replanning.Feature:Jev naturallanguage conversation prototype using external helper logits and dynamic Top-k token selection.

agent-memoryai-agentsdecision-modelsdiffusion-language-modelsfunction-callinghierarchical-memoryjevlogitsnatural-language-generationresearchsmall-language-modelssystemtechnical-designtool-callingtop-ktypesafe

How builders describe it

Research runtime that pages a large logical tool and context space through a small bounded Jev decision surface with explicit approvals.

The decision Jev makes

Pick the next click, field or navigation from the legal actions on screen.

Where it fits

Browser agents need to choose an action on every step. With Jev each step is a choice from the actions actually available on the page, which keeps agents fast and on the rails. All 299 agents & browsers projects →

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