Paper Citation Record · LEDGER

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers

As of 12 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2607.11423.

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

pith.paper-citation-record.v1
2607.11423 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T05:42:00.932045Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

51 of 51 outbound references displayed

verified exact3
verified fuzzy0
unresolved46
parse uncertain2
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2c371835-fe76-4914-9667-b18fd88183ff · outbound

This paper cites Aho and Jeffrey D.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Aho and Jeffrey D

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20cacb21-105c-4034-b59e-b9daf3bb6069 · outbound

This paper cites an unresolved cited work.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e37f6c2-54b3-429d-b509-f825fd60e011 · outbound

This paper cites Chandra and Dexter C.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Chandra and Dexter C

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6433fb8-2d88-4972-b6e4-f5b6d7b40a71 · outbound

This paper cites Scalable training of.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Scalable training of

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58eebb85-9fd1-43ca-b4ec-1e63811fd042 · outbound

This paper cites an unresolved cited work.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98965a43-2073-4f9b-b597-4e7817762e9e · outbound

This paper cites Tetreault , title =.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Tetreault , title =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08eda536-1e63-4e55-b2e2-1669fd550f56 · outbound

This paper cites A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 155bc7a0-359d-4536-ba9b-cb3267f0edbb · outbound

This paper cites an unresolved cited work.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6041cd82-9cd0-4bd7-914c-940e5f9393f2 · outbound

This paper cites 2025 , howpublished=.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers 2025 , howpublished=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95b417e1-c2a1-4112-9a47-fcdadc0d527f · outbound

This paper cites 2025 , howpublished=.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers 2025 , howpublished=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5aebbb2-d23a-4558-af74-daffaa443d6d · outbound

This paper cites 2024 , howpublished=.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers 2024 , howpublished=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9091c4c3-abc5-4786-b532-22df3aef07d3 · outbound

This paper cites an unresolved cited work.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Unresolved cited work

Reference 12

Resolution: parse uncertain; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3e5b215-5a52-4443-9771-0ae3fa25bbd7 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers International Conference on Learning Representations (ICLR) , year =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 698d2a83-501f-44dc-bbdf-0d228d68cb6a · outbound

This paper cites 2024 , howpublished=.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers 2024 , howpublished=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbd77ee6-ff5b-4314-b40b-99fa7bf65451 · outbound

This paper cites Proceedings of the 29th Symposium on Operating Systems Principles , pages=.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Proceedings of the 29th Symposium on Operating Systems Principles , pages=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation defb68cb-a77e-49ec-bd7d-8561f05b0c3a · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers The Twelfth International Conference on Learning Representations , year=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a03d6d6-afeb-4e7f-a45b-95d530a00809 · outbound

This paper cites Advances in neural information processing systems , volume=.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Advances in neural information processing systems , volume=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4caaa50-066d-4e56-874a-adaea3139103 · outbound

This paper cites Tongyi DeepResearch Technical Report.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Tongyi DeepResearch Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 056651a9-60f4-4927-aa60-7cc0412ff3b0 · outbound

This paper cites an unresolved cited work.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56fbd70b-b94a-4859-8195-9a560d283f9f · outbound

This paper cites DeepSeek-V3 Technical Report.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers DeepSeek-V3 Technical Report

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5843e2d-8433-4a9f-bfc1-fdbec3b1c3f0 · outbound

This paper cites OpenAI GPT-5 System Card.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers OpenAI GPT-5 System Card

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c201a528-2c97-4ebd-81c6-7ae83d5d872e · outbound

This paper cites WebSailor: Navigating Super-human Reasoning for Web Agent.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers WebSailor: Navigating Super-human Reasoning for Web Agent

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84cc73b1-7016-47d1-8cc9-56a43f75586a · outbound

This paper cites , author =.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers , author =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb61c376-ad9b-40c0-aab0-e469194f9ae5 · outbound

This paper cites an unresolved cited work.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ad35081-a954-44e5-95fd-890fafdb123e · outbound

This paper cites The Eleventh International Conference on Learning Representations , year =.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers The Eleventh International Conference on Learning Representations , year =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e25c009f-ad53-4af0-944e-f34e1ccc3110 · outbound

This paper cites Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3382aef5-dba2-4527-88fb-2ddabaec63f0 · outbound

This paper cites Revealing the Parallel Multilingual Learning within Large Language Models.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Revealing the Parallel Multilingual Learning within Large Language Models

Reference 27

Resolution: verified exact; doi, observed 2026-07-14T05:50:15.774342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9a9abd96-aed4-48b8-8fc4-51acf3354eb8 · outbound

This paper cites MAPS : A Multilingual Benchmark for Agent Performance and Security.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers MAPS : A Multilingual Benchmark for Agent Performance and Security

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4ca3ba4-e598-4a5e-aa3a-a8157be5ede8 · outbound

This paper cites On-Device Language Models: A Comprehensive Review.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers On-Device Language Models: A Comprehensive Review

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 124f3120-4715-4f37-9267-41cc352f1f88 · outbound

This paper cites Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4703f400-2e11-41bd-ab09-5b694337ad8e · outbound

This paper cites an unresolved cited work.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b39f70e9-d4af-4a92-978e-7a27a1e2b4e5 · outbound

This paper cites ICLR 2025 Workshop on Building Trust in Language Models and Applications , year=.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers ICLR 2025 Workshop on Building Trust in Language Models and Applications , year=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daa4be3f-bd2c-4312-8985-dce0d33cedb8 · outbound

This paper cites Advances in neural information processing systems , volume=.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Advances in neural information processing systems , volume=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b2d7bba-37ea-497f-918d-a5fb45601732 · outbound

This paper cites Advances in neural information processing systems , volume=.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Advances in neural information processing systems , volume=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65947651-71ce-49d4-8a95-6a189c96968a · outbound

This paper cites an unresolved cited work.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d6a3fd9-d5e5-47b1-9b80-7ddb94f67a9c · outbound

This paper cites First conference on language modeling , year=.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers First conference on language modeling , year=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f363223-3cf4-44c1-af74-da979c9cb8f3 · outbound

This paper cites T iny S cientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers T iny S cientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents

Reference 37

Resolution: verified exact; doi, observed 2026-07-14T05:50:15.795015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 64ab3224-b028-4010-bb62-19494102f792 · outbound

This paper cites R esear S tudio: A Human-intervenable Framework for Building Controllable Deep Research Agents.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers R esear S tudio: A Human-intervenable Framework for Building Controllable Deep Research Agents

Reference 38

Resolution: verified exact; doi, observed 2026-07-14T05:50:15.784107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 454bda60-8017-46f1-86f3-6ceebaa5dde0 · outbound

This paper cites 2026 , howpublished =.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers 2026 , howpublished =

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8375e162-f6a0-42b3-a156-726111317aed · outbound

This paper cites 2026 , howpublished =.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers 2026 , howpublished =

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d2aba6f-603c-4506-8212-0b76352f4c88 · outbound

This paper cites GitHub repository , howpublished =.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers GitHub repository , howpublished =

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8252789b-8a73-41b2-8184-0638548b6dec · outbound

This paper cites 2024 , howpublished =.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers 2024 , howpublished =

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3abb788d-97a1-487d-bbcf-b6320519a5c5 · outbound

This paper cites Proceedings of the 29th symposium on operating systems principles , pages=.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Proceedings of the 29th symposium on operating systems principles , pages=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef35e773-3b3e-4701-93f7-48aebb1b3788 · outbound

This paper cites , author=.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers , author=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35c2e682-adaf-45a2-96cc-19bcabe28371 · outbound

This paper cites an unresolved cited work.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Unresolved cited work

Reference 45

Resolution: parse uncertain; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29a4dbd7-8a05-473e-ae24-068875747a84 · outbound

This paper cites Meta-Harness: End-to-End Optimization of Model Harnesses.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Meta-Harness: End-to-End Optimization of Model Harnesses

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68b27821-e38c-44b6-adcd-981acec0d5cd · outbound

This paper cites Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eeaea7d-b7f7-454a-b656-e3ac906d4b62 · outbound

This paper cites Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64bf8599-e9da-442c-8478-f6765ceec7a4 · outbound

This paper cites HarnessForge: Joint Harness and Policy Evolution for Adaptive Agent Systems.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers HarnessForge: Joint Harness and Policy Evolution for Adaptive Agent Systems

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 500a6f81-e41b-4c29-87c7-22267b3800e3 · outbound

This paper cites The Last Harness You'll Ever Build.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers The Last Harness You'll Ever Build

Reference 50

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 520d93cf-de85-46e4-af93-609cf610ee55 · outbound

This paper cites an unresolved cited work.

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-14T05:42:00.932045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.