Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T01:02:55.275359Z
Paper Citation Record · LEDGER
As of 31 July 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2605.07112.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T01:02:55.275359Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-31T06:34:12.847434+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-14T05:52:07.869069Z
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 666107a8-f9d4-4bdf-ad18-ec115035a3c6 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Agentic AI: a comprehensive survey of architectures, applications, and future directions.Artificial Intelligence Review, 59 (1):11
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 6f64db0c-c975-421c-ad5f-5d4a33801f24 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Automix: Automatically mixing language models
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 40b51c43-0ff7-4faa-86c0-cb0ff2dc9ecd · outbound
Switchcraft: AI Model Router for Agentic Tool Calling CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 47ef6ace-b9e7-45b4-919b-47c5ea14f3be · outbound
Switchcraft: AI Model Router for Agentic Tool Calling doi: 10.18653/v1/2025.acl-long.394
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation d61380c7-7de9-4fa1-afa3-a04198d7bc38 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Validation of modern json schema: Formalization and complexity
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 4be9ba18-1b94-4d05-95d8-ae11088a65b2 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation eaed68b8-d3b6-423e-ba56-e44979a70369 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Routerdc: Query- based router by dual contrastive learning for assembling large language models
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation d6b4371e-4aab-4b1e-8487-a88e20ea4cbe · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation e41538cf-08de-4067-8528-ec35e9d13d3d · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 92bca18d-7814-473e-847f-64241dc8e137 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 0c31bd42-8e6b-43c7-9558-91141c5d50a2 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Graphrouter: A graph-based router for llm selections
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 61d94062-af8d-4a51-9a50-9cc125dc3e24 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling GraphRouter: A Graph-based Router for LLM Selections
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation c8863b8d-c515-4d86-bf7d-6ed6e7480618 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Glaive Function Calling v2
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 945affc5-3897-4299-93ee-e603c2a14a8e · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Routerbench: A benchmark for multi-LLM routing system
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation bf3ca7eb-1915-4d9e-b193-1e66651a8983 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 4ed9754a-e449-464b-b009-a0e4646255d9 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Universal Model Routing for Efficient LLM Inference
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation fb6e09b6-c4e0-4b24-8b11-72bbe7dbde3a · outbound
Switchcraft: AI Model Router for Agentic Tool Calling LLexus: An AI Agent System for Incident Management.ACM SIGOPS Operating Systems Review, 58 (1):23–36
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 29ed228d-be4a-40e5-9f51-83082348a3c7 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling 2601.07206 , archivePrefix=
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 139f8a33-670a-4a83-85d2-57cd0f461faa · outbound
Switchcraft: AI Model Router for Agentic Tool Calling CoRR , volume =
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 97478cf5-3f82-4f37-90bd-c8adab472ca5 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling OmniRouter: Budget and Performance Controllable Multi-LLM Routing
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 71f2836c-c84e-4200-a9cd-180008d0537b · outbound
Switchcraft: AI Model Router for Agentic Tool Calling MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 55bbc67d-8b1d-4326-9333-ad404aea2602 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Hermes 3 Technical Report
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation aafcf375-91a0-4fbf-acc9-bcba4ff27d27 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Explainable Model Routing for Agentic Workflows
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation e813e8ef-eae9-4db1-b2e5-21cdcad15fc1 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Gonzalez, M Waleed Kadous, and Ion Stoica
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 62a4adcc-81f3-4eac-9f3d-b33046fa7f09 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Patil, Tianjun Zhang, Xin Wang, and Joseph E
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 0447c90d-6bcf-44f0-b8f5-a3d108411f11 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Gonzalez
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation a7cb8299-ccbe-44f4-9905-f979be9535bc · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Fly-swat or cannon? cost-effective language model choice via meta-modeling
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 24efb32d-adff-4d10-96e8-2a10b5f3215d · outbound
Switchcraft: AI Model Router for Agentic Tool Calling DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation c8e61350-d40f-44ca-9dfa-51434b72f58c · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Toolformer: Language models can teach themselves to use tools
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation af6a6529-063a-4551-ab01-de5bc3c29ca5 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Large Language Model Routing with Benchmark Datasets
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation ca0b191d-c196-4b72-8575-d735ebc07b5b · outbound
Switchcraft: AI Model Router for Agentic Tool Calling CARROT: A Cost Aware Rate Optimal Router
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 7ea4fcc4-955e-4d19-aaa9-324fb4378dfb · outbound
Switchcraft: AI Model Router for Agentic Tool Calling IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation be57fbcd-1cff-44b5-b905-da0c9539a694 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling TensorOpera Router: A Multi-Model Router for Efficient LLM Inference
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation de84ce88-99b9-434a-b015-c993f451acd4 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling vllm semantic router
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation a3ac67d6-15b7-4966-9645-512a7ec7cdca · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Icl-router: In-context learned model representations for llm routing
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 0d2f3beb-12a4-4853-932c-a7f7307dbed3 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling R2-Router: A New Paradigm for LLM Routing with Reasoning
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 8ec68d57-9630-4c9c-aef0-84419e77559e · outbound
Switchcraft: AI Model Router for Agentic Tool Calling $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 5106a2ba-ee70-4324-9fd6-a75cea460e6b · outbound
Switchcraft: AI Model Router for Agentic Tool Calling xLAM: A Family of Large Action Models to Empower AI Agent Systems
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation cdcfc6f7-3ea9-45f2-954e-6ec9274477a5 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Cost-Efficient Serving of LLM Agents via Test-Time Plan Caching
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 5bd98bd0-be72-4ab2-8714-8aceb080665e · outbound
Switchcraft: AI Model Router for Agentic Tool Calling EmbedLLM: Learning Compact Representations of Large Language Models
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 8753eaa7-d2c9-47c9-984c-d9578a2be1a3 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Chicago", state=
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 96175e21-439d-4750-b7c6-2f1127a1774d · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Sacramento
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation ca3be104-6ee7-487b-9d4d-182e22c366ee · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Portland
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 87ae3360-4fff-4098-8a8e-7c5391f67be6 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Portland
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation a2a5406c-916b-4a24-8d85-2e5351befc73 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling CHI" , state=
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation b41ee840-aaa5-4f6b-b5a9-4bd37ac0770b · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Sacramento
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation cb9afef4-0845-4c13-acaa-93cf46daefad · outbound
Switchcraft: AI Model Router for Agentic Tool Calling reliable
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 75b4cdf1-2dae-427c-bc69-470224ceb1a6 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation c77ea15a-ee94-4ba7-bf3d-bcda2abca048 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling this model answers correctly only 60% of the time
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation e3b85bd0-42aa-4549-b4dc-c9c9e932a4b6 · outbound
Switchcraft: AI Model Router for Agentic Tool Calling Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation ef2ea14e-0620-41e1-809e-a4f22b60b07b · outbound
Switchcraft: AI Model Router for Agentic Tool Calling The ablation in Appendix K shows that token packing alone contributes 1.66 pp of accuracy; this accounts for most of the observed gap
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 6d661987-ea90-4df0-8989-b715942727f3 · inbound
Agentic Routing: The Harness-Native Data Flywheel Switchcraft: AI Model Router for Agentic Tool Calling
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.