Paper Citation Record · LEDGER

M$^\star$: Every Task Deserves Its Own Memory Harness

As of 4 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2604.11811.

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

pith.paper-citation-record.v1
2604.11811 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T23:39:48.095337Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

49 of 49 outbound references displayed

verified exact1
verified fuzzy0
unresolved46
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b84bcf3-3ce6-4548-b10b-1c7845fc9c6e · outbound

This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.

M$^\star$: Every Task Deserves Its Own Memory Harness GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fae46aa-fe9a-4bbd-abbd-a4f0e8eb5132 · outbound

This paper cites HealthBench: Evaluating Large Language Models Towards Improved Human Health.

M$^\star$: Every Task Deserves Its Own Memory Harness HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9546cfb5-5336-4a4c-b806-36458ca2a21a · outbound

This paper cites FLEX: Continuous agent evolution via forward learning from experience.arXiv preprint arXiv:2511.06449, 2025.

M$^\star$: Every Task Deserves Its Own Memory Harness FLEX: Continuous agent evolution via forward learning from experience.arXiv preprint arXiv:2511.06449, 2025

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0c81aa8-d5e2-4d45-b9ab-4c284c1cfea3 · outbound

This paper cites EvoPrompting: Language mod- els for code-level neural architecture search.

M$^\star$: Every Task Deserves Its Own Memory Harness EvoPrompting: Language mod- els for code-level neural architecture search

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c0bae47-168b-446a-8713-0546be71d7ed · outbound

This paper cites an unresolved cited work.

M$^\star$: Every Task Deserves Its Own Memory Harness Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04eb9a6d-4efb-4661-b377-cc45d9a0c146 · outbound

This paper cites M3-embedding: Multi-linguality, multi-functionality, multi-granularity text embeddings through self-knowledge distillation.

M$^\star$: Every Task Deserves Its Own Memory Harness M3-embedding: Multi-linguality, multi-functionality, multi-granularity text embeddings through self-knowledge distillation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77237e82-d8eb-4db3-90c8-32f63bcee67e · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

M$^\star$: Every Task Deserves Its Own Memory Harness Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a142f4c3-d179-4659-b022-ffb251773197 · outbound

This paper cites TextWorld: A learning environment for text-based games.

M$^\star$: Every Task Deserves Its Own Memory Harness TextWorld: A learning environment for text-based games

Reference 9

Resolution: verified exact; doi, observed 2026-07-12T23:49:08.675260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 534599b0-b401-4e4a-bb4d-1c890f41cbd4 · outbound

This paper cites Efraimidis and Paul G.

M$^\star$: Every Task Deserves Its Own Memory Harness Efraimidis and Paul G

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77bfe344-7e0b-482c-81b0-1e394371cdaf · outbound

This paper cites A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence.

M$^\star$: Every Task Deserves Its Own Memory Harness A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbc9a095-7bd4-4acf-9094-bc013af8e537 · outbound

This paper cites Automated design of agentic systems.

M$^\star$: Every Task Deserves Its Own Memory Harness Automated design of agentic systems

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c92d8bbb-6cb2-4867-94b6-b48224d26265 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive NLP tasks.

M$^\star$: Every Task Deserves Its Own Memory Harness Retrieval-augmented generation for knowledge-intensive NLP tasks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d19897c-0394-4c12-8ef1-ad94ece84f9c · outbound

This paper cites MacQueen.

M$^\star$: Every Task Deserves Its Own Memory Harness MacQueen

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d168822-dc24-4235-a93c-c95c62496339 · outbound

This paper cites Evaluating very long-term conversational memory of LLM agents.

M$^\star$: Every Task Deserves Its Own Memory Harness Evaluating very long-term conversational memory of LLM agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec7bf586-8c62-4daa-ba16-819e0bdac8bc · outbound

This paper cites an unresolved cited work.

M$^\star$: Every Task Deserves Its Own Memory Harness Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3b96b22-50be-4326-9098-8b5e96e3fdec · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

M$^\star$: Every Task Deserves Its Own Memory Harness AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbc606ef-bf29-4937-a3f5-c01c35c0a7c1 · outbound

This paper cites GPT-5.3-Codex model.

M$^\star$: Every Task Deserves Its Own Memory Harness GPT-5.3-Codex model

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7050c95c-aeff-4093-9653-930d20d78ef5 · outbound

This paper cites GPT-5.4 mini model.

M$^\star$: Every Task Deserves Its Own Memory Harness GPT-5.4 mini model

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 173f5085-a2e2-48fc-8926-04dfdd927117 · outbound

This paper cites ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory.

M$^\star$: Every Task Deserves Its Own Memory Harness ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2652a15e-fdcf-4967-a956-8bdf2912fda4 · outbound

This paper cites Bernstein.

M$^\star$: Every Task Deserves Its Own Memory Harness Bernstein

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d3a5eab-08a5-469b-835d-6fe2c30fb7f0 · outbound

This paper cites SQuAD: 100,000+ questions for machine comprehension of text.

M$^\star$: Every Task Deserves Its Own Memory Harness SQuAD: 100,000+ questions for machine comprehension of text

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 228941ce-dd24-4744-8206-54fff8f1c10b · outbound

This paper cites Pawan Kumar, Emilien Dupont, Francisco J.

M$^\star$: Every Task Deserves Its Own Memory Harness Pawan Kumar, Emilien Dupont, Francisco J

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ca760f1-252a-415d-8ac4-25a5e6dfa78a · outbound

This paper cites Reflexion: language agents with verbal reinforcement learning.

M$^\star$: Every Task Deserves Its Own Memory Harness Reflexion: language agents with verbal reinforcement learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b49f7ca-4b89-497a-8fe7-0b52742a835a · outbound

This paper cites ALFWorld: Aligning Text and Embodied Environments for Interactive Learning.

M$^\star$: Every Task Deserves Its Own Memory Harness ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bbec28a-eba4-4d11-9aae-5eefc8f13639 · outbound

This paper cites Visualizing data using t-SNE.Journal of Machine Learning Research, 9(86):2579–2605, 2008.

M$^\star$: Every Task Deserves Its Own Memory Harness Visualizing data using t-SNE.Journal of Machine Learning Research, 9(86):2579–2605, 2008

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d5b5af9-3725-4c03-ab03-28f2368c5307 · outbound

This paper cites V oyager: An open-ended embodied agent with large language models.Transactions on Machine Learning Research, 2024.

M$^\star$: Every Task Deserves Its Own Memory Harness V oyager: An open-ended embodied agent with large language models.Transactions on Machine Learning Research, 2024

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c30850eb-d80f-4705-b192-717cd132c054 · outbound

This paper cites Augmenting language models with long-term memory.

M$^\star$: Every Task Deserves Its Own Memory Harness Augmenting language models with long-term memory

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bae0c856-17b7-4c2a-962f-1d753da5ba4f · outbound

This paper cites Agent workflow memory.

M$^\star$: Every Task Deserves Its Own Memory Harness Agent workflow memory

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7419186a-874c-4855-8398-d127c4397de7 · outbound

This paper cites Learning to continually learn via meta-learning agentic memory designs.arXiv preprint arXiv:2602.07755, 2026.

M$^\star$: Every Task Deserves Its Own Memory Harness Learning to continually learn via meta-learning agentic memory designs.arXiv preprint arXiv:2602.07755, 2026

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d8689ac-3eac-49df-9504-c81e298aa07f · outbound

This paper cites MemEvolve: Meta-Evolution of Agent Memory Systems.

M$^\star$: Every Task Deserves Its Own Memory Harness MemEvolve: Meta-Evolution of Agent Memory Systems

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72b4a436-a941-493a-9248-47d829d22900 · outbound

This paper cites MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents.

M$^\star$: Every Task Deserves Its Own Memory Harness MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09ac6089-5c96-4cd6-b494-ffbb359ad62e · outbound

This paper cites A survey on the memory mechanism of large language model-based agents.

M$^\star$: Every Task Deserves Its Own Memory Harness A survey on the memory mechanism of large language model-based agents

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc2af584-9615-468c-8f73-d2ead3c6a71c · outbound

This paper cites ExpeL: LLM agents are experiential learners.

M$^\star$: Every Task Deserves Its Own Memory Harness ExpeL: LLM agents are experiential learners

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 653c4283-fdf4-4f7b-89f5-c7b8937ed4ec · outbound

This paper cites ""Vanilla RAG: store text chunks in ChromaDB, retrieve by semantic similarity.

M$^\star$: Every Task Deserves Its Own Memory Harness ""Vanilla RAG: store text chunks in ChromaDB, retrieve by semantic similarity

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20ef2e70-6ac7-475b-a4d0-c1ff2417760a · outbound

This paper cites description.

M$^\star$: Every Task Deserves Its Own Memory Harness description

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9816d1b4-9936-404c-9a5f-40abc0cea35e · outbound

This paper cites - Same constraints as KnowledgeItem.

M$^\star$: Every Task Deserves Its Own Memory Harness - Same constraints as KnowledgeItem

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00bcc93b-353f-41f5-ad4e-a16deeef7aa8 · outbound

This paper cites an unresolved cited work.

M$^\star$: Every Task Deserves Its Own Memory Harness Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b480bbec-2b5b-4917-a6e3-c968a4bbb806 · outbound

This paper cites an unresolved cited work.

M$^\star$: Every Task Deserves Its Own Memory Harness Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 284f3d18-8f18-4ebb-bb5c-78807fffa327 · outbound

This paper cites an unresolved cited work.

M$^\star$: Every Task Deserves Its Own Memory Harness Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccf297b1-564b-431f-8310-902972f2126d · outbound

This paper cites an unresolved cited work.

M$^\star$: Every Task Deserves Its Own Memory Harness Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd8c5a5d-5c33-4132-a04a-ea563d23a621 · outbound

This paper cites an unresolved cited work.

M$^\star$: Every Task Deserves Its Own Memory Harness Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b28e1ce-53c2-44fd-9979-c522bb414c26 · outbound

This paper cites Make minimal changes that generalize beyond the specific cases shown -- no hardcoded word lists or case-specific pattern rules.

M$^\star$: Every Task Deserves Its Own Memory Harness Make minimal changes that generalize beyond the specific cases shown -- no hardcoded word lists or case-specific pattern rules

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bff4955-3c15-4dfb-9af3-864f255f772c · outbound

This paper cites an unresolved cited work.

M$^\star$: Every Task Deserves Its Own Memory Harness Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c296d608-7934-4181-b4d5-1837c4c9986a · outbound

This paper cites an unresolved cited work.

M$^\star$: Every Task Deserves Its Own Memory Harness Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f4eddbc-4e6a-4d3f-b506-5184e3957cc3 · outbound

This paper cites {iteration}.

M$^\star$: Every Task Deserves Its Own Memory Harness {iteration}

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18bb8358-6cb1-4f36-99ab-f8b864568ea2 · outbound

This paper cites an unresolved cited work.

M$^\star$: Every Task Deserves Its Own Memory Harness Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db58e8a7-7003-4af6-b84c-8de06f9fe0e9 · outbound

This paper cites an unresolved cited work.

M$^\star$: Every Task Deserves Its Own Memory Harness Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54f1d078-6d7b-4fa5-8fec-24e144aa9340 · outbound

This paper cites a”, “an”, “the.

M$^\star$: Every Task Deserves Its Own Memory Harness a”, “an”, “the

Reference 50

Resolution: malformed identifier; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3e30497-565c-4567-b22e-b7aa650d8881 · outbound

This paper cites Justification: No new human-subject study is conducted.

M$^\star$: Every Task Deserves Its Own Memory Harness Justification: No new human-subject study is conducted

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-12T23:39:48.095337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.