Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-09T23:24:07.130101Z
Paper Citation Record · LEDGER
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI
As of 19 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2607.06906.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-31T09:14:06.268747Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
37 of 37 outbound references displayed
- verified exact12
- verified fuzzy16
- unresolved9
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8ae26453-33ee-4506-8f07-754f0a3eaea1 · outbound
This paper cites an unresolved cited work.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-07-09T23:26:37.142552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation af3b222a-8715-47f8-8ed9-11c60b279aab · outbound
This paper cites Scaling Laws for Neural Language Models.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Scaling Laws for Neural Language Models
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T23:26:36.860767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2013eb79-d83c-41d2-917c-4e1f2199e712 · outbound
This paper cites Training Compute-Optimal Large Language Models.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Training Compute-Optimal Large Language Models
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T23:26:36.851784Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b0a10725-e18a-4407-b070-7dd5012257ed · outbound
This paper cites an unresolved cited work.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-07-09T23:26:37.133788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8620862c-cd2e-4035-8410-24670b08c810 · outbound
This paper cites an unresolved cited work.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-07-09T23:26:37.148077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b13331fd-248e-4f62-bbfb-dfa5293a678c · outbound
This paper cites an unresolved cited work.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-07-09T23:26:37.153493Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f1481e44-ac8f-481d-8ec7-867506000168 · outbound
This paper cites Shinn, F.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Shinn, F
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.161481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e1ab7425-1f00-4c0b-8375-d4864fa11d89 · outbound
This paper cites Schick, J.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Schick, J
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.132895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 441e78e2-98fd-4db9-a2b5-0dd3cc0f4784 · outbound
This paper cites Jiang, Q.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Jiang, Q
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.139617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 269bf86b-93d8-4a77-ad0a-87a3a09a7dfb · outbound
This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T23:26:36.864440Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f4c34ef2-b6ae-480d-80c6-ef839fd3ee3c · outbound
This paper cites RouteLLM: Learning to Route LLMs with Preference Data.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI RouteLLM: Learning to Route LLMs with Preference Data
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T23:26:36.858108Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dd436bc6-7353-42b2-b8d9-bb136eb24bca · outbound
This paper cites Token-Budget-Aware LLM Reasoning.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Token-Budget-Aware LLM Reasoning
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T23:26:36.852196Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d077d3f3-b265-46b0-90f3-e61f9e77a5d6 · outbound
This paper cites Chain of Draft: Thinking Faster by Writing Less.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Chain of Draft: Thinking Faster by Writing Less
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T23:26:36.816688Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 79b31a86-7eec-4f80-94fb-c8c482d7982d · outbound
This paper cites Leviathan, M.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Leviathan, M
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.156092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2203a60d-766a-4acd-9676-13faf4077d43 · outbound
This paper cites an unresolved cited work.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-07-09T23:26:37.145404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 93c2811c-9a65-47f9-a203-60a07da1383a · outbound
This paper cites MemGPT: Towards LLMs as Operating Systems.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI MemGPT: Towards LLMs as Operating Systems
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T23:26:36.854815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d0d76a84-f605-469b-9690-c5a83916b212 · outbound
This paper cites an unresolved cited work.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-07-09T23:26:37.152625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 39236084-44c8-4bf8-99f6-38b11c8b5a5c · outbound
This paper cites an unresolved cited work.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-07-09T23:26:37.154284Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c95ae8d2-bf02-4c2a-9226-6d2a2b935eb5 · outbound
This paper cites an unresolved cited work.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-07-09T23:26:37.126663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3b647686-42de-49fc-a81a-9c661280e1ab · outbound
This paper cites Zheng, W.-L.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Zheng, W.-L
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.146324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 744e2ca5-0dd2-40d6-9be2-142c3a3ab88e · outbound
This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T23:26:36.845354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 54fd35ff-7297-43a3-ad67-431694ee3e92 · outbound
This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T23:26:36.849273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dbcd45b0-cff2-4ab2-9080-8b77a0d11df1 · outbound
This paper cites Introducing the Model Context Protocol.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Introducing the Model Context Protocol
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.143569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 09061a60-df29-430b-a05f-46c201e91f5a · outbound
This paper cites Cottier, B.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Cottier, B
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.159686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 61a3cc2f-5b52-494d-9f13-3f04227d6a84 · outbound
This paper cites The Palmyra model family: technical overview.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI The Palmyra model family: technical overview
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.160646Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5c6c583f-e2a8-45fc-a215-a093df6ea7e3 · outbound
This paper cites Say hello to Action Agent.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Say hello to Action Agent
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.147173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6cacc211-f16f-463f-8b51-632c728f7667 · outbound
This paper cites From Model Scaling to System Scaling: Scaling the Harness in Agentic AI.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI From Model Scaling to System Scaling: Scaling the Harness in Agentic AI
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T23:26:36.845650Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 920c8117-e741-4813-8d5e-253d5b6cb730 · outbound
This paper cites Harness-Bench: Measuring Harness Effects across Models in Realistic Agent Workflows.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Harness-Bench: Measuring Harness Effects across Models in Realistic Agent Workflows
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T23:26:36.861144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4f16f41e-8f78-488b-aea3-4f93ef271a58 · outbound
This paper cites How we built our multi-agent research system.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI How we built our multi-agent research system
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.157982Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 36fd083c-c439-4f4d-9a22-3f9d34ef37f7 · outbound
This paper cites an unresolved cited work.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-07-09T23:26:37.134786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 26b117e4-b688-45e0-9cb8-9ecebe1f9606 · outbound
This paper cites Hong, et al.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Hong, et al
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.141506Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 161a1815-7aba-4b80-afa1-ead2fda91267 · outbound
This paper cites Prompt caching.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Prompt caching
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.151777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 408047a1-ada3-47c4-b996-b83fb62fd93e · outbound
This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 33
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T23:26:36.867608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7ffade19-0565-4f8b-ad7b-2f3ce3740a46 · outbound
This paper cites LangGraph documentation.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI LangGraph documentation
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.155254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5c0c3e22-6c5f-46b3-9c20-26a1f682378b · outbound
This paper cites CrewAI framework documentation.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI CrewAI framework documentation
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.157060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e904f284-1bf9-43d0-af44-5b495d81629a · outbound
This paper cites Hermes Agent.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Hermes Agent
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.158740Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4541620e-85d9-4555-ac54-cd5f7de90607 · outbound
This paper cites Claude Code and Claude Cowork.
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Claude Code and Claude Cowork
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T23:26:37.149838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
Observation 7c950d96-a5ef-4104-bb6c-5afee26bd8a2 · inbound
Efficiency Matters in Autonomous Research cites this paper.
Efficiency Matters in Autonomous Research The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T09:14:06.268747Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.