Model substitution value in multi-call LLM workflows is deployment-conditioned: the same medium-to-strong swap helps, hurts, or reverses depending on role, scale, pool, and task.
Agentverse: Facilitating multi-agent collaboration and exploring emergent behaviors
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.MA 1years
2026 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows
Model substitution value in multi-call LLM workflows is deployment-conditioned: the same medium-to-strong swap helps, hurts, or reverses depending on role, scale, pool, and task.