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Paper Citation Record · LEDGER

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory

As of 6 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 2 inbound Pith citation observations for arXiv:2605.10870.

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

pith.paper-citation-record.v1
2605.10870 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T03:38:41.904799Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:51:18.064134Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T16:07:08.821835Z

Reference resolution

58 of 58 outbound references displayed

  • verified exact33
  • verified fuzzy16
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch8

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0accb5d0-fa0d-4a83-8159-300425632ffd · outbound

This paper cites Near Optimal Behavior via Approximate State Abstraction.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Near Optimal Behavior via Approximate State Abstraction

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-04T21:42:07.741266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:1196fdfb934274609c4f1b3b20083dcd0d532bb89e9d202762b2462f069e143a

Observation 06b7ecf1-146e-45e3-9512-f30f01563e08 · outbound

This paper cites State abstractions for lifelong reinforcement learning.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory State abstractions for lifelong reinforcement learning

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.118556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:47353d55413bc5028c41370835586fd33104545bf880fec650c009b98446c88e

Observation 6c3aa3de-0b33-4c6d-b04c-3add99925470 · outbound

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

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.561571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:e1dd2d542c85b13c11471448998d93d4b2591a65816623598b6bd7b88b551e83

Observation 849dbc1b-abe1-4d18-8120-78aa672f7fea · outbound

This paper cites Memory for autonomous llm agents: Mechanisms, evaluation, and emerging frontiers.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory for autonomous llm agents: Mechanisms, evaluation, and emerging frontiers

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.627214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:02a645f1956e0b53658a185e111f8291863f063e0d2834f45f241ec8a7401cb0

Observation 69aeed46-f95a-43d8-9762-f61c6365e8d3 · outbound

This paper cites Pan, Yuxin Jiang, and Kam-Fai Wong.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Pan, Yuxin Jiang, and Kam-Fai Wong

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.162628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:ef4ef45d23310f85e5c98659551d5f5477b43e272928a0569c7c6f99625ab39c

Observation de539d70-447f-4415-8956-4b5808bbab5e · outbound

This paper cites Bisimulation metrics for continuous markov decision processes.SIAM Journal on Computing, 40(6):1662–1714.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Bisimulation metrics for continuous markov decision processes.SIAM Journal on Computing, 40(6):1662–1714

Reference 6

Resolution
verified exact
doi, observed 2026-05-12T03:41:18.826010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:db9299a77ad0f5e6734574412a9db09b2ae9dc43e17e69d4dce3acaaf0e98061

Observation 2b9467b1-db4d-4c12-bd26-8d1ad06f728e · outbound

This paper cites Online Clustering of Bandits.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Online Clustering of Bandits

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-07-04T18:57:09.429077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:4eabcf3870643b7c5365c177c6350feca3170e1219ec518f2822307a9da758f3

Observation 31abc788-fa24-47f7-9fa8-acf273a87212 · outbound

This paper cites doi: 10.1016/S0004-3702(02)00376-4.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory doi: 10.1016/S0004-3702(02)00376-4

Reference 8

Resolution
metadata mismatch
doi, observed 2026-05-12T03:41:18.828306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:a77cad3ea4314ec4bc693a19cde57ce427163e906b4b7b4eab80fd3c6bad00b1

Observation 5f26587f-6537-406d-88ed-710718214c6e · outbound

This paper cites HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T07:11:25.430771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:6a21812ec5847c19a1c83c8de85c5b84eda9d0a37c896f631265865ac168e8f0

Observation 79b903ab-4615-49cb-9c5f-d38db3f7ee22 · outbound

This paper cites Memoryarena: Benchmarking agent memory in interdependent multi-session agentic tasks.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memoryarena: Benchmarking agent memory in interdependent multi-session agentic tasks

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.154271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:5785550114ed1b185807f5c2e8e2fdd8cb1ebbc97f3331d09d9a98cfed92a089

Observation 47d6d440-e264-4db2-a791-0173267aefb5 · outbound

This paper cites Memoryarena: Benchmarking agent memory in interdependent multi-session agentic tasks.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memoryarena: Benchmarking agent memory in interdependent multi-session agentic tasks

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.461791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:5357da06e078faef302d39eb9058c75bd07d6383264a5f42b768b8d33267ec8d

Observation 5f2cdeb9-d971-452b-b0ea-789630cd2391 · outbound

This paper cites Evaluating memory in LLM agents via in- cremental multi-turn interactions.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Evaluating memory in LLM agents via in- cremental multi-turn interactions

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.122196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:f42ee3fd62e5d1542aef381af108d074ed8b433cb6754f4d45146e103f91ffea

Observation 010a360a-41c8-4df7-9356-14bae618a619 · outbound

This paper cites Memory in the age of ai agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory in the age of ai agents

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.125960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:f7c177f5d9b387cc9f9ecb661fa478777dc4a5ffad0f78609ff96aa0c5ae817a

Observation 080b72be-f04c-4715-9e43-afcf70fafcb4 · outbound

This paper cites Memory in the Age of AI Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory in the Age of AI Agents

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.321637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:afedcb288d4b33674dac57462260830cd99919aa88416c27fa62a56f04cff5c6

Observation e0d048dc-5699-4e27-a7a9-cb7da3da974e · outbound

This paper cites AtomMem: Learnable dynamic agentic memory with atomic memory operation.CoRR, abs/2601.08323.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory AtomMem: Learnable dynamic agentic memory with atomic memory operation.CoRR, abs/2601.08323

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.516342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:8e45aabdd1822b5efbf7b23a67f46123abd936cb3fece721d2388e1c0ab935cf

Observation 2a5b0edf-5598-4cef-8897-6665f6af8e3b · outbound

This paper cites Memory OS of AI agent.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory OS of AI agent

Reference 16

Resolution
verified exact
doi, observed 2026-05-12T03:41:18.817163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:af69f8d72895c9cd09c7ae998517f0954665e97daf1500f303fa504939a8daef

Observation f3ccd13b-feab-4229-aae9-78aa08258398 · outbound

This paper cites Langmem: Long-term memory sdk for LLM agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Langmem: Long-term memory sdk for LLM agents

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.099055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:de7528a1afea0e3da06c7936e56558db114156674289d2d0c5af7527cf4e836c

Observation 3ab7fb80-8baa-485f-8ec7-6cb61203e435 · outbound

This paper cites Latimer, N.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Latimer, N

Reference 18

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T07:11:25.609988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:1346ef5a18500bb6c6446679ef6a60465a59a256406c82e1bb2f129f47ebda32

Observation 0fa5ca1e-5cb2-4c38-95c5-29a7bfa2d5b8 · outbound

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

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Meta-Harness: End-to-End Optimization of Model Harnesses

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-13T16:15:58.398964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:9782e7ad0afdbeb257bb5e27082cbd76839a675a5c48e0c27ac5730d4711dc71

Observation 8d329ef8-9a65-4f9e-baec-1a4f64b0cb7a · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.339166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:5f625caa988abb6f702ca4675420705bd791102fe365fe286c4ca2208dd941db

Observation fea93a4c-9364-4e79-b1fd-b405e3303bcd · outbound

This paper cites Walsh, and Michael L.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Walsh, and Michael L

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.109258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:00b0a139cb8550a474e8f513bd362ed07368d50b670360480b045a5672b2ffc0

Observation a5724b1d-769b-4189-a85a-e16b21d1c929 · outbound

This paper cites Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents

Reference 22

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T07:11:25.577764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:0fbf2948e987da02efcc58f688d23a3f7792bc86a27c919f97378302e86a673d

Observation 5125886b-8dfd-45d9-8bac-86668ca3059e · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Lost in the Middle: How Language Models Use Long Contexts

Reference 23

Resolution
metadata mismatch
local_arxiv, observed 2026-05-12T07:11:25.450435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:79a8d45ddd53386cafdeb5664d22e08b069c97cf5be3fd597b9f94048d257862

Observation dfba94a2-aca8-4851-ba65-052829810579 · outbound

This paper cites Evaluating Very Long-Term Conversational Memory of.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Evaluating Very Long-Term Conversational Memory of

Reference 24

Resolution
verified exact
doi, observed 2026-05-12T03:41:18.810960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:9cf1bd52c9c265b8268045e43b711bb1443756d72f15abfb56298220f7f54b64

Observation e8dece1a-7d84-4412-83ec-cc423636afc3 · outbound

This paper cites Matula and Leland L.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Matula and Leland L

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-12T03:41:18.823284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:3b94a463a99ed6b030a6c656970582846f742b69a7b4dbe59686b6901aa85d84

Observation a41d0b6b-d589-4a97-b994-cc28c997b50f · outbound

This paper cites What Deserves Memory: Adaptive Memory Distillation for LLM Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory What Deserves Memory: Adaptive Memory Distillation for LLM Agents

Reference 26

Resolution
metadata mismatch
local_arxiv, observed 2026-05-12T07:11:25.568225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:a43795a72984af5f94084824f6d777b5164c63f94ae176e4acb95513af1ad0fa

Observation 79739332-c5ca-441b-aba5-02bb270394e5 · outbound

This paper cites an unresolved cited work.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Unresolved cited work

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.588626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:3ddde74132572b3ad73205c01cbc6519c76028c763e3b12e1c994fc413b7148a

Observation 5a15dad4-bfe0-4e83-9a8c-e251f7da8131 · outbound

This paper cites Task-driven estimation and control via information bottlenecks.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Task-driven estimation and control via information bottlenecks

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-12T03:41:18.814429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:6cfe210794de9c7e82d38989a8071cce716e4d6928c7d4feb299ccfca7bd53f5

Observation bfc38cde-dd36-44c1-acda-0e091af1dbca · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MemGPT: Towards LLMs as Operating Systems

Reference 29

Resolution
metadata mismatch
local_arxiv, observed 2026-05-12T07:11:25.594205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:a06f6b90ce3094c0af0c36d1e540e2751e7f0fac8ce2170ca711582fb054fbb2

Observation e2b4458a-e4c2-4520-918e-2ad020947a7f · outbound

This paper cites Natural-Language Agent Harnesses.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Natural-Language Agent Harnesses

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:04:30.082400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:4b14a3d8e70f56d087c36e61a88045148cebcff116b6275d1986424162898e22

Observation e7108617-ae1d-494e-91cc-edc4e122e766 · outbound

This paper cites Clawvm: Harness-managed virtual memory for stateful tool-using LLM agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Clawvm: Harness-managed virtual memory for stateful tool-using LLM agents

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.131123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:81b0b9dbb6255d098c643c7cc556beed03b60756b4db23cd3cd3898f4ed449c1

Observation 6cd4337c-ec60-4b97-84d8-bbf0631834c8 · outbound

This paper cites Zep: A Temporal Knowledge Graph Architecture for Agent Memory.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.539364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:075cb52e97cc99d869a260a2b93ce82a8c34334517dc26e3109cc68d5ea184d4

Observation 99c45b5c-fd41-48f8-a9b6-64fbf8e3939d · outbound

This paper cites Approximate homomorphisms: A framework for non-exact minimization in markov decision processes.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Approximate homomorphisms: A framework for non-exact minimization in markov decision processes

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.147747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:e30f44d82a66da4f643fe8ef18c03ce2b535a061cc2fa9626f57bb5300a02683

Observation e9256bb6-59dd-404a-9475-5ee11f7d1bac · outbound

This paper cites Continuous MDP Homomorphisms and Homomorphic Policy Gradient.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Continuous MDP Homomorphisms and Homomorphic Policy Gradient

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.389601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:29a6bdfba28046fe4cd855ab261d88a7fa010b80d9bfc3fcef5a4423fe8fbbb0

Observation 9796f2fa-3d61-49f5-9d0d-a3d4829f3459 · outbound

This paper cites Mem2actbench: A benchmark for evaluating long-term memory utilization in task-oriented autonomous agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Mem2actbench: A benchmark for evaluating long-term memory utilization in task-oriented autonomous agents

Reference 35

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verified exact
arxiv_id, observed 2026-05-12T07:11:25.603672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:dc67f0e97733d9704a49dceeda536a7b5617495c77da9f9a71664f3b823083e3

Observation 4157a4fc-65bc-40ff-8b49-791db8d4935f · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.632383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:83484f0961c825801b1e50a0ec258c8d52fa056105890031c47aa1ab6c2bb19b

Observation b1e4f530-7b5e-4609-8dfd-a18ee4f753ff · outbound

This paper cites REMem: Reasoning with episodic memory in language agent.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory REMem: Reasoning with episodic memory in language agent

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.135432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:949300efcabed360a38e065fc91d1c2afe51cb3c6df3fcc2cc39162853472dc2

Observation 9355a148-0443-413b-9412-5cb71a5c7aa8 · outbound

This paper cites Safe Policy Improvement for POMDPs via Finite-State Controllers.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Safe Policy Improvement for POMDPs via Finite-State Controllers

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.331879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:e785387007c4b83f756a7fdcdeea81ffc2d878493518f0fa37884ecafa246e17

Observation 82d318f2-7820-4849-9f44-c513bc1a3c85 · outbound

This paper cites Decision-centric design for LLM systems.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Decision-centric design for LLM systems

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.139590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:64da576dce11dab2834a5fd5a218bf875926350512ffa82c68245ee6faab72a2

Observation 43e25ad2-ae9c-42fa-ba7e-f142b96f1e56 · outbound

This paper cites MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.381764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:07ff0ded1004a6ad8e2533e2d2c243a5a7eba811a845f0bb4361c79ac1fa9f63

Observation d885a6a4-698a-402d-8064-ae23aa98967b · outbound

This paper cites Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.525425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:a350ef28118040b4e2e5c15475f028d6a6a56d1621e89554b2a8c2bc6e3058c0

Observation 44c20ed8-5732-44cc-928e-fea15823c48d · outbound

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

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Augmenting language models with long-term memory

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.103089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:cd17232153ed0ecb3f43891ae8f127d044d7caced5550280d22adac951d109b7

Observation d57203e9-4766-4052-9084-105edde36612 · outbound

This paper cites LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.455497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:53e836db9295921764a07ae40bab61c1461f45053a583c695bebf47fc1352417

Observation bb3d16e7-691b-4d09-be10-89ebe7d0610f · outbound

This paper cites A-MEM: Agentic Memory for LLM Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory A-MEM: Agentic Memory for LLM Agents

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.317088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:90e468986a8de3ca7714b2a76e655d38358e4a1cb7d9d01500a1a4ff3554de04

Observation 7540fc9e-8e5b-46f2-91d7-1554ae009e5c · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory ReAct: Synergizing Reasoning and Acting in Language Models

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.417247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:c4c5835223eec847d5a265299caf214fc813d1549c841514a02819d38f568a6b

Observation 9c10624b-f819-4e6a-b7d4-87ce97ea7719 · outbound

This paper cites Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.352285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:d10bb015dcbc7e12f8c3792585c89136cecb0161542472683d64afdd6f13a30c

Observation 2490a99e-97ff-4fe0-8832-ee6f0c825b89 · outbound

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

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MemEvolve: Meta-Evolution of Agent Memory Systems

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:18:15.377574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:6e82d7afa408c70973e8eacd9cf3d930ca13ecb6a5cc6616389db1cc7020fb80

Observation c47bd5d7-8051-48fd-a669-e5a5efcdb38f · outbound

This paper cites Memgen: Weaving generative latent memory for self-evolving agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memgen: Weaving generative latent memory for self-evolving agents

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.158919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:87f98fa6b585334db239b195dcb9153ecbd8316edba5de35c691d1891f9ca22c

Observation 1edc707d-c91d-4be3-b11f-acf2b6cc10dd · outbound

This paper cites an unresolved cited work.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-12T18:46:46.094846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:a039e8ce96faf259c1909dc1f7e04414e1d0cbe1352dbc477e93b4bf8d6d794c

Observation f0c90924-7d98-4410-a99a-e25f2d246e08 · outbound

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

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:10:22.017517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:351cdde58e01a9dc00803736b846b50d81be763890f228aa65059f3752cd3d0f

Observation 58ba63f6-2485-4a8e-946e-f4b2e1cfdc34 · outbound

This paper cites Towards A Unified Policy Abstraction Theory and Representation Learning Approach in Markov Decision Processes.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Towards A Unified Policy Abstraction Theory and Representation Learning Approach in Markov Decision Processes

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.346431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:a980615ccc7c214b45c770236e46a4b025fe6e1fc4c3e950769cf35e2cd46434

Observation bf7281ef-8155-4e07-9c37-4ed6856b2448 · outbound

This paper cites Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.397358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:398168d76346983eec753637cbe6a13a4f41108ffc33c1a09b2f1308a246bf78

Observation 0d5b26e5-9000-4901-b10b-3ec8ef6d772e · outbound

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

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory A survey on the memory mechanism of large language model based agents

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.143623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:604031143ab9aabcb0902439ecebb18d2d41882c86c3a9cfe3834d916816b905

Observation d19d7a6b-b698-4da7-8d10-b541cbb64aa2 · outbound

This paper cites A Survey on the Memory Mechanism of Large Language Model based Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory A Survey on the Memory Mechanism of Large Language Model based Agents

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-15T07:21:40.159508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:6ecdf26f7c7dbf08b3130212b69565888380fa6146ca592bc5c415578e445adb

Observation 0c30a999-4497-4128-956c-26dd6b970ad0 · outbound

This paper cites Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.553785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:8b2830924f6675fe4371673cdda9ad42a5c664d6bd06e5f2957168dbede6615e

Observation 243a4203-fc15-4d7b-94cc-74855ac85f04 · outbound

This paper cites "" {query_information} {known_information} RAG␣retrieval␣results: {rag_results_text} Task:␣Identify␣useful␣retrieval␣chunks␣based␣on␣.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory "" {query_information} {known_information} RAG␣retrieval␣results: {rag_results_text} Task:␣Identify␣useful␣retrieval␣chunks␣based␣on␣

Reference 56

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T07:11:25.310025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:8ff589631f0c24b9d7996b9730757e121f98bf9d8f5ce207e4c0ba9f1cdcb2df

Observation a1f8c4d9-49dc-4b85-9fad-666deb3e43d8 · outbound

This paper cites MEM1: Learning to synergize memory and reasoning for efficient long-horizon agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MEM1: Learning to synergize memory and reasoning for efficient long-horizon agents

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.113961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:782064e88dcc84f73ef1dd0fa8b98f491efd7612099365dffd250d1dbc410031

Observation e902e199-c642-4586-a0b9-c75b2b38709c · outbound

This paper cites Memory control versus downstream decision.It is important to separate memory control from task decision.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory control versus downstream decision.It is important to separate memory control from task decision

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.090668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:e65bf68fc0aa45c3e000dab5eeabdc639feb5e70da76bf0902d60fa0dfe30770

Pith citing papers

Observation 3e80bb2e-5296-448c-b5fd-de5be13037b9 · inbound

TOKI: A Bitemporal Operator Algebra for Contradiction Resolution in LLM-Agent Persistent Memory cites this paper.

TOKI: A Bitemporal Operator Algebra for Contradiction Resolution in LLM-Agent Persistent Memory Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory

Reference 87

Resolution
verified exact
local_arxiv, observed 2026-07-02T16:07:08.823029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-27T23:01:39.067515Z digest=sha256:8ff83c5ca216b585492b1e456ea01aaf6d9d5400245b6208f9c57e4f7be44dfc

Observation 5b186517-63ce-4b44-9c25-0fff1ff64d36 · inbound

CrystalMem: Elastic Memory for Self-Evolving LLM Agents via Knowledge Crystallization cites this paper.

CrystalMem: Elastic Memory for Self-Evolving LLM Agents via Knowledge Crystallization Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-04T00:51:18.064134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:51:18.064134Z digest=sha256:b8105f98377744a39a4990980406674a14bfac10325232c04eb7fffd938c1f75