Paper Citation Record · LEDGER

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows

As of 24 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2608.09155.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.09155 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:33:34.044047Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact7
verified fuzzy21
unresolved14
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac197617-1763-4d9b-8176-6f760ef10be1 · outbound

This paper cites Federate the router: Learning language model routers with sparse and decentralized evaluations.arXiv preprint arXiv:2601.22318, 2026.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Federate the router: Learning language model routers with sparse and decentralized evaluations.arXiv preprint arXiv:2601.22318, 2026

Reference 1

Resolution: verified exact; raw_fallback, observed 2026-08-11T22:33:34.742899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1add7325-7945-4c6a-8292-c5b186054659 · outbound

This paper cites Frugalgpt: How to use large language models while reducing cost and improving performance.Transactions on Machine Learning Research, 2024.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Frugalgpt: How to use large language models while reducing cost and improving performance.Transactions on Machine Learning Research, 2024

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.338061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 81a348da-ac5b-4c51-b921-aa1b0e96c758 · outbound

This paper cites Agentverse: Facilitating multi-agent collaboration and exploring emergent behaviors.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Agentverse: Facilitating multi-agent collaboration and exploring emergent behaviors

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.329681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f86e588a-362f-4b73-844a-40767ac7d0ba · outbound

This paper cites Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:33.539717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f57c78b-816b-439c-81d8-f820adc69d61 · outbound

This paper cites A unified approach to routing and cascading for llms.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows A unified approach to routing and cascading for llms

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.319679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8de4d255-638f-4790-ad31-bcd5898cea43 · outbound

This paper cites Cascade-aware multi-agent routing: Spatio-temporal sidecars and geometry-switching.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Cascade-aware multi-agent routing: Spatio-temporal sidecars and geometry-switching

Reference 6

Resolution: verified exact; raw_fallback, observed 2026-08-11T22:33:34.674646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6ae37354-598f-41e1-9a36-6db7ef39acdd · outbound

This paper cites Pay for hints, not answers: LLM shepherding for cost-efficient inference.arXiv preprint arXiv:2601.22132, 2026.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Pay for hints, not answers: LLM shepherding for cost-efficient inference.arXiv preprint arXiv:2601.22132, 2026

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:33.550353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 286a725c-a7b7-48f0-8a00-a6b0aacb835d · outbound

This paper cites Glam: Efficient scaling of language models with mixture-of-experts.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Glam: Efficient scaling of language models with mixture-of-experts

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.310626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation efcfe9d0-ae78-4aed-bfae-da9fcc280b1e · outbound

This paper cites Improving factuality and reasoning in language models through multiagent debate.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Improving factuality and reasoning in language models through multiagent debate

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.301157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation daf2c92d-2d9d-4617-b4c1-edd2cb7b95d9 · outbound

This paper cites Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity.Journal of Machine Learning Research, 23(120):1–39, 2022.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity.Journal of Machine Learning Research, 23(120):1–39, 2022

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:33.558341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba382b86-5414-4ed4-b9c3-87335b5530a9 · outbound

This paper cites GraphPlanner: Graph Memory-Augmented Agentic Routing for Multi-Agent LLMs.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows GraphPlanner: Graph Memory-Augmented Agentic Routing for Multi-Agent LLMs

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-11T22:33:34.546520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ea0cf12a-bbbc-4cfc-a23d-699d0a24f2ae · outbound

This paper cites AgentScope: A Flexible yet Robust Multi-Agent Platform.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:33.564549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feff5887-b145-47ec-a76a-2926a5f0b640 · outbound

This paper cites Metagpt: Meta programming for a multi-agent collaborative framework.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Metagpt: Meta programming for a multi-agent collaborative framework

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.175758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5cb4cb0d-1909-4869-a4ad-a40560160234 · outbound

This paper cites RouterBench: A Benchmark for Multi-LLM Routing System.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows RouterBench: A Benchmark for Multi-LLM Routing System

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:33.570866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 970e2d6c-fd26-43cd-bb5f-447937e157d3 · outbound

This paper cites Llm-blender: Ensembling large language models with pairwise ranking and generative fusion.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Llm-blender: Ensembling large language models with pairwise ranking and generative fusion

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.087358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2eeddfa1-c891-4985-b27c-21256be24f80 · outbound

This paper cites How Robust Are Router-LLMs? Analysis of the Fragility of LLM Routing Capabilities.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows How Robust Are Router-LLMs? Analysis of the Fragility of LLM Routing Capabilities

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:33.576740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb2fc3af-932a-45f5-8f6f-07e05e41c633 · outbound

This paper cites Camel: Communicative agents for “mind” exploration of large scale language model society.Advances in Neural Information Processing Systems, 36, 2023.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Camel: Communicative agents for “mind” exploration of large scale language model society.Advances in Neural Information Processing Systems, 36, 2023

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.078993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d73c2637-bfeb-4c4c-bd79-2c62dde6ed2a · outbound

This paper cites More agents is all you need.Transactions on Machine Learning Research, 2024.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows More agents is all you need.Transactions on Machine Learning Research, 2024

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.070048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9d5a8237-155d-4f44-a068-253750a01cd3 · outbound

This paper cites Rethinking Predictive Modeling for LLM Routing: When Simple kNN Beats Complex Learned Routers.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Rethinking Predictive Modeling for LLM Routing: When Simple kNN Beats Complex Learned Routers

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:33.585771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bac9d8cc-ccce-4041-b02c-3a6b5aee6d50 · outbound

This paper cites CASTER: Breaking the cost-performance barrier in multi-agent orchestration via context-aware strategy for task efficient routing.arXiv preprint arXiv:2601.19793, 2026.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows CASTER: Breaking the cost-performance barrier in multi-agent orchestration via context-aware strategy for task efficient routing.arXiv preprint arXiv:2601.19793, 2026

Reference 20

Resolution: verified exact; raw_fallback, observed 2026-08-11T22:33:34.460346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0eefe847-f059-4f17-80cf-f13bf8617b66 · outbound

This paper cites A dynamic LLM-powered agent network for task-oriented agent collaboration.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows A dynamic LLM-powered agent network for task-oriented agent collaboration

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.061483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation db10553d-9e73-4dcc-8774-e53f40425e70 · outbound

This paper cites Multi-agent ai systems need transparency.Nature Machine Intelligence, 8:1, 2026.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Multi-agent ai systems need transparency.Nature Machine Intelligence, 8:1, 2026

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.052595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 56182dc5-b108-4b8b-88bf-535a06c50b0c · outbound

This paper cites Routellm: Learning to route llms with preference data.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Routellm: Learning to route llms with preference data

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.044456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e62c98a5-3dde-4783-9372-51616ad23185 · outbound

This paper cites One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:33.599867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 716398dd-0cf4-43eb-bed2-5bc33f68cbb5 · outbound

This paper cites Chatdev: Communicative agents for software development.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Chatdev: Communicative agents for software development

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.036218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 28e2819a-31e1-4b27-b8e1-007592e99251 · outbound

This paper cites Scaling large language model-based multi-agent collaboration.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Scaling large language model-based multi-agent collaboration

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.027631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fbb2a76e-7453-4fdd-82fa-ac977abd96cb · outbound

This paper cites Mixture-of-Depths: Dynamically allocating compute in transformer-based language models.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:33.760975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 967eedfc-2855-47e1-b679-f9a1c3b69150 · outbound

This paper cites Archon: An Architecture Search Framework for Inference-Time Techniques.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Archon: An Architecture Search Framework for Inference-Time Techniques

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:33.858312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28863d41-eba4-4349-852b-d778a5f3cd9a · outbound

This paper cites Confident adaptive language modeling.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Confident adaptive language modeling

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:35.018445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4906ec8a-60da-477a-874c-181bd4452ef8 · outbound

This paper cites C3PO: Optimized large language model cascades with probabilistic cost constraints for reasoning.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows C3PO: Optimized large language model cascades with probabilistic cost constraints for reasoning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:34.963830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f7598d24-a6a7-49c5-b9d9-ccd2ded19c86 · outbound

This paper cites Mixture-of-agents enhances large language model capabilities.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Mixture-of-agents enhances large language model capabilities

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:34.883033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3e19ff36-9905-4e8e-82fb-77d07f628acd · outbound

This paper cites Agentdropout: Dynamic agent elimination for token-efficient and high- performance llm-based multi-agent collaboration.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Agentdropout: Dynamic agent elimination for token-efficient and high- performance llm-based multi-agent collaboration

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:34.821813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1ed15409-ac28-4a3f-8d8b-e30190441431 · outbound

This paper cites Webb, Suchol Mondal, and Ida Momennejad.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Webb, Suchol Mondal, and Ida Momennejad

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:34.779563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 84709f3d-7665-4b16-9515-905d13f5cac6 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:34.017373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fde1ae0d-594c-4aed-b8b3-0ff7b72e9f93 · outbound

This paper cites Magic: Investigation of large language model powered multi-agent in cognition, adaptability, rationality and collaboration.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Magic: Investigation of large language model powered multi-agent in cognition, adaptability, rationality and collaboration

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:34.770698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7b1802aa-983e-45db-97c2-326200fb5129 · outbound

This paper cites R2-Router: A New Paradigm for LLM Routing with Reasoning.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows R2-Router: A New Paradigm for LLM Routing with Reasoning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:34.023648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b533536f-594c-40c7-bf4a-0d490fea508a · outbound

This paper cites Bamas: Structuring budget-aware multi-agent systems.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Bamas: Structuring budget-aware multi-agent systems

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:33:34.761962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8683b790-bb33-41de-827c-822ba7583240 · outbound

This paper cites MasRouter: Learning to Route LLMs for Multi-Agent Systems.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows MasRouter: Learning to Route LLMs for Multi-Agent Systems

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:34.030352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d5d88c-688a-4af1-a683-ae3e9eca9756 · outbound

This paper cites When Does Multi-Agent RL Improve LLM Workflows? Workflow, Scale, and Policy-Sharing Tradeoffs.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows When Does Multi-Agent RL Improve LLM Workflows? Workflow, Scale, and Policy-Sharing Tradeoffs

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-11T22:33:34.245040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1dcfb22f-6757-4094-9126-e0dc82064947 · outbound

This paper cites Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-11T22:33:34.150911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ef91f18a-9d13-4163-a740-e2d7aaaf7c4c · outbound

This paper cites RerouteGuard: Understanding and mitigating adversarial risks for LLM routing.arXiv preprint arXiv:2601.21380, 2026.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows RerouteGuard: Understanding and mitigating adversarial risks for LLM routing.arXiv preprint arXiv:2601.21380, 2026

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T22:33:34.038721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79ce183f-e1ed-4ab0-913e-cdadc682eed3 · outbound

This paper cites Agent-as-a-Router: Agentic Model Routing for Coding Tasks.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows Agent-as-a-Router: Agentic Model Routing for Coding Tasks

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-11T22:33:34.072401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f011349b-36ec-46b6-9cf1-448a728e7dd5 · outbound

This paper cites entropy”, “variance.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows entropy”, “variance

Reference 43

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T22:33:34.751432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.