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Paper Citation Record · LEDGER

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition

As of 13 August 2026, this Paper Citation Record lists 100 of 142 outbound references and 0 inbound Pith citation observations for arXiv:2605.11388.

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

pith.paper-citation-record.v1
2605.11388 v1

Coverage vector

measured 100 of 142 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T02:47:10.398564Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

100 of 142 outbound references displayed

  • verified exact14
  • verified fuzzy70
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch10

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4adb98c6-5294-4272-a201-12e2e210f81c · outbound

This paper cites Meta-reasoning: Monitoring and control of thinking and reasoning.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Meta-reasoning: Monitoring and control of thinking and reasoning

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.598104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:c05ecac2f5c9c0da68208d4c364392066a3959191db208825b1d5fded06a3871

Observation d9b7e234-9d75-4199-a591-4dd5d4e64929 · outbound

This paper cites Dual process theory: Embodied and predictive; symbolic and classical.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Dual process theory: Embodied and predictive; symbolic and classical

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.600440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:bc98a99399a17e30faa9b6c7d9487f584614b4c54528a20ff055e249df783f19

Observation 8cf87a53-1527-4f27-9215-a5fa9f4acd38 · outbound

This paper cites Broadbent.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Broadbent

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.472591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:ab6ac8f38922cd3349c06edce78f43313d8d12ff6ffaad669a7589f2a9404205

Observation 33e64ed6-e115-40b9-9b2f-d2b702dcd96a · outbound

This paper cites Bias, prevalence and kappa.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Bias, prevalence and kappa

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.550962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:3a12ec93347cd77935f4a7b98c3fbc368b3c7f6cb4e84b84ef9e0a7b4e9a2935

Observation 77890e07-c43a-47b7-b6f4-798195d679d7 · outbound

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

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition M3-embedding: Multi-linguality, multi-functionality, multi-granularity text embeddings through self-knowledge distillation

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.490983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:687a26d0da1eb820ac35cb2f419100e123c03a9a759ae4e7438676a7ee4c7e8b

Observation b61efb7b-432b-4519-854f-87fac4f9449a · outbound

This paper cites Unlocking the capabilities of thought: A reasoning boundary framework to quantify and optimize chain-of-thought.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Unlocking the capabilities of thought: A reasoning boundary framework to quantify and optimize chain-of-thought

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.496261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:f98ffbeb69ba7ff6289875e707d6642401408d09cc9a613a3b27c57e44ca5c42

Observation 4edd3048-d489-4d7a-9523-6a79b77dd882 · outbound

This paper cites Do not think that much for 2+ 3=? on the overthinking of long reasoning models.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Do not think that much for 2+ 3=? on the overthinking of long reasoning models

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.538710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:b8b9c8fb015d48ec98305e6f8fd8edf17f11296f44972ebc4bff492c1b777a23

Observation c5e1a7ad-e130-47ca-89c2-b3a352106e45 · outbound

This paper cites The llama 3 herd of models.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition The llama 3 herd of models

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.542170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:e92abb23a5c0a51264d95660a8d68c63009045d40bea29cb18e19fd04a09b276

Observation 3b6247d9-4d6a-4a38-a4ce-4cbc2d8d8431 · outbound

This paper cites Metacognition and cognitive monitoring: A new area of cognitive--developmental inquiry.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Metacognition and cognitive monitoring: A new area of cognitive--developmental inquiry

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.556429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:fde2a9b48eccf92c6983106900680f00705a138a1b40a96a4da97e1245d8cd5f

Observation bfe7f833-522d-4064-a91c-0caceb47c83b · outbound

This paper cites Agentrefine: Enhancing agent generalization through refinement tuning.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Agentrefine: Enhancing agent generalization through refinement tuning

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.552912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:2799da3a9009d92f14c0dca5b4d2dfe4bf6591a5603ca0a30dc15a0a461b8ce8

Observation 0d836c38-2d64-4c20-8e2d-2824c08dad54 · outbound

This paper cites Phantomwiki: On-demand datasets for reasoning and retrieval evaluation.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Phantomwiki: On-demand datasets for reasoning and retrieval evaluation

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.531579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:734b551797592e37826183d5774da946f45d6ef45c1531dd05333ce7e2cdfcb6

Observation 1c03505c-060c-4ca0-98db-2f7dec112a59 · outbound

This paper cites Synthworlds: Controlled parallel worlds for disentangling reasoning and knowledge in language models.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Synthworlds: Controlled parallel worlds for disentangling reasoning and knowledge in language models

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.568455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:5eafca410db205211b025df6410049226ca9c04c324eb05b394b34ee675c33ab

Observation 358ef630-d8f3-4e87-89f9-7f1a33b9fd92 · outbound

This paper cites Deduction.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Deduction

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.573470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:4b45892ee4276d8bc1dbada7cb26c71fc133638db786f2c4c8cd091dd41af7ab

Observation bd1cfac9-7979-46c3-b818-7c61e152d4d8 · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Gonzalez, Hao Zhang, and Ion Stoica

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.529873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:a3ef87876577f41127bf7d640091e653802d1a4d4ab23fef69e93e3d6cb05cad

Observation 00efc7f3-235c-4ff7-a0ff-df40c7295861 · outbound

This paper cites Zabreyko, Chenning Li, Ferdi Kossmann, Jialin Ding, Jun Chen, Markos Markakis, Matthew Russo, Weiyang Wang, Ziniu Wu, Mike Cafarella, Lei Cao, Samuel Madden, and Tim Kraska.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Zabreyko, Chenning Li, Ferdi Kossmann, Jialin Ding, Jun Chen, Markos Markakis, Matthew Russo, Weiyang Wang, Ziniu Wu, Mike Cafarella, Lei Cao, Samuel Madden, and Tim Kraska

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.533295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:31a08d83a73933fad0c96de0592dc18ca09e83fd543cd8286d8e988fca6426b6

Observation 7c95fa4a-9306-4e35-ad90-8e20d62470cb · outbound

This paper cites Faithful chain-of-thought reasoning.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Faithful chain-of-thought reasoning

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.543725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:cabe473c89082240dc75a04b47e3e4a32f0e51eb876359882e141d7b13006da1

Observation ff08921d-92d5-412b-9805-e12d404c0721 · outbound

This paper cites Tahmid Rahman Laskar, Mizanur Rahman, Shadikur Rahman, Mehrad Shahmohammadi, Megh Thakkar, Md.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Tahmid Rahman Laskar, Mizanur Rahman, Shadikur Rahman, Mehrad Shahmohammadi, Megh Thakkar, Md

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.526021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:c4458fe35fcb1209b52215e7d3d5bab3d914210bd92ff5f4909f386b1acafac4

Observation 08cb6bab-ee1a-48d5-accc-017e4f0ea163 · outbound

This paper cites The associative basis of the creative process.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition The associative basis of the creative process

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.437086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:16eb2fa125659cf81db45ff8d5983014a7996854b235dbaf61b7b14fefe95232

Observation d114bb5f-70f0-4fb1-95ae-881e2fed4b58 · outbound

This paper cites Report on a general problem solving program.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Report on a general problem solving program

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.516912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:04fd4426d56c879cb6f703cc7f0971635207b9a0f1809e432587870b727f57fb

Observation 13977e13-29a4-449d-9e9c-3cc32b04d2d4 · outbound

This paper cites NVIDIA AI-Q Blueprint for Intelligent Agents.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition NVIDIA AI-Q Blueprint for Intelligent Agents

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.524030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:5fbe477b166f12f4efb39296ad6d5bd9fa9d221022125995702040f34dbe9d54

Observation a11ff9ea-bdd9-428b-a24a-6ee2d6a9acec · outbound

This paper cites Introducing deep research, February 2025.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Introducing deep research, February 2025

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.527849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:1c99bfe906c4b8aa33b1f741478bf024292ca9dfab2b8313a4b0b3b497c081ea

Observation feec91ec-7f5b-48fd-ae0d-9c072c9917dc · outbound

This paper cites Cognitive processes in propositional reasoning.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Cognitive processes in propositional reasoning

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.462107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:3beb35437e494876297a8f68f8b929f17b44e644cb4bc0bcf264f0301ecc03db

Observation 04b8dd56-5c7e-4473-8bfe-250b23579702 · outbound

This paper cites Principles of categorization.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Principles of categorization

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.445511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:f2d6975918000bd153907012370d74f631c5c4513988adc496033292ad80de17

Observation 8e54b00f-d570-470b-9428-d5d612fc9cf1 · outbound

This paper cites Agentbreeder: Mitigating the AI safety risks of multi-agent scaffolds via self-improvement.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Agentbreeder: Mitigating the AI safety risks of multi-agent scaffolds via self-improvement

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.520721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:b5377a9f75bcb9f89b118fe31a254267f883dc51a90618a59e0194293041f253

Observation cfe4d551-ad4f-4c3c-8890-0b86216ce99b · outbound

This paper cites `smolagents`: a smol library to build great agentic systems.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition `smolagents`: a smol library to build great agentic systems

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.442109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:e450cc0cf69e1e0da32bba1c0be322798537f305fb402ae0d939f80eb0afa363

Observation a887fa4d-f5b8-41a4-be55-cc03f99926c1 · outbound

This paper cites Open-source deepresearch -- freeing our search agents, February 2025 b.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Open-source deepresearch -- freeing our search agents, February 2025 b

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.515219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:e9cb1709d5fd9f2b0d1e934bb70fc4562508391e25976920f9c9a73dade92a3b

Observation 96777e01-0c88-4870-b61b-28bb489e3dc6 · outbound

This paper cites The empirical case for two systems of reasoning.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition The empirical case for two systems of reasoning

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.518561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:a2e83ff6b3a3d80f529509ce22b77b40f374db4d819ca369babe4e172b284f4f

Observation 937a4304-1cb2-40e8-a27e-72e4913cdd45 · outbound

This paper cites Rationality and the reflective mind.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Rationality and the reflective mind

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.522430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:801affa95aa099ba11f7469143564f7def867c5d444def90de79d502f2c8b1a6

Observation 6d554a35-7454-49ed-b55a-22e7c163a107 · outbound

This paper cites Monitoring and storage of irrelevant messages in selective attention.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Monitoring and storage of irrelevant messages in selective attention

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.545280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:dbd5be71d916161ce16527ba3831bd9b9ea90402b27a4fbcc4f20c8aebbddb1a

Observation e5471b03-184c-4313-a790-672d4644a9b0 · outbound

This paper cites Executable code actions elicit better llm agents.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Executable code actions elicit better llm agents

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.547123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:98989e93c4dead2aab805d3d031971ecf5c3654a5792b773b6678452bf09bdda

Observation ad4e3e00-1503-4ba1-9b69-a5300ae7e2d3 · outbound

This paper cites Reasoning about a rule.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Reasoning about a rule

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.563432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:7148408ee9875115b22784acfe90b4bdc1606156c7eaa3f91dad55dd7b124f1e

Observation 9bf9810d-0e38-403b-a65d-69e3c801ce92 · outbound

This paper cites React: Synergizing reasoning and acting in language models.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition React: Synergizing reasoning and acting in language models

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.585561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:100d2da33dc83a04e56b10e3928f86360e7cf506d5de39d75e188a70341758ff

Observation 787e29e5-d902-4eac-a198-c86b9eb3e8e5 · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Judging llm-as-a-judge with mt-bench and chatbot arena

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.566804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:f88f77a974aad1aba51a99f706581d7b39f859af11254229505223e6eeca5a5c

Observation a0b98ae1-c02a-4776-b964-8a8eb6c34156 · outbound

This paper cites arXiv: 2511.13646 [cs.SE].URL:https://arxiv.org/abs/2511.13646.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition arXiv: 2511.13646 [cs.SE].URL:https://arxiv.org/abs/2511.13646

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-05-13T02:52:08.633736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:d65c28b67ac305ce516536dbfda34667b55d25203953e2ac31383f2a5349a5e0

Observation b57105a9-8890-49b2-b1d1-51434fd98c23 · outbound

This paper cites CoRR , volume =.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition CoRR , volume =

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-13T02:52:08.683012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:85aca053147cab592d9ed0f137a59553f493aa5ae4898fa5c36e7d010f101ef7

Observation 2e8b453a-91e9-4ea5-8329-3b017e6560dd · outbound

This paper cites The Thirteenth International Conference on Learning Representations.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition The Thirteenth International Conference on Learning Representations

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.577271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:d7be96ada4397ec3096e1f4b11b23e58e66d5fdfe10c08f7af1ec59f3be10c1d

Observation 8c57267c-6ecb-4369-abbe-0594a84be349 · outbound

This paper cites ReCreate: Reasoning and Creating Domain Agents Driven by Experience.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition ReCreate: Reasoning and Creating Domain Agents Driven by Experience

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-05-13T02:52:08.650583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:e573c9c6086a98f64029412cdde8885e235d1f47af97a1b1a41350a21f805010

Observation 6e332e3c-de01-4e0e-b366-f75f0de4187e · outbound

This paper cites an unresolved cited work.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-05-13T12:42:46.590820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:ac314f2d464ecb91c8deb218a0b2e88278fa872aaed5bf78167ada6a5c096863

Observation 839336ce-443c-47d2-bd0a-bb078f9a2782 · outbound

This paper cites The AI Agent Index.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition The AI Agent Index

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-13T02:52:08.673377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:907cb8f0f6b9f78b5eade8c5f36f18f07935265edfa2a8404212b7c59aacc6ed

Observation be1684b9-be5c-4441-91b5-4f5318245af2 · outbound

This paper cites The OpenHands Software Agent SDK: A Composable and Extensible Foundation for Production Agents.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition The OpenHands Software Agent SDK: A Composable and Extensible Foundation for Production Agents

Reference 62

Resolution
metadata mismatch
local_arxiv, observed 2026-05-13T02:52:08.646737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:cf3de705cd1d740b86cc9b1b3e3a02546b3528ce67833a8a07910e6285460594

Observation e25bda77-d87b-4c97-82f6-97a7e30b44fa · outbound

This paper cites Frontier LLMs Still Struggle with Simple Reasoning Tasks.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Frontier LLMs Still Struggle with Simple Reasoning Tasks

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-05-13T02:52:08.654497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:e9007fac984976f8725da7d8d599f1b23ff7dde0b089c47ab2cab6948f6fe216

Observation 1e9bd712-d202-4731-8579-3f71fc5571af · outbound

This paper cites an unresolved cited work.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Unresolved cited work

Reference 64

Resolution
verified exact
doi, observed 2026-05-13T02:52:08.660601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:cefc2e2db26ae7c483ac9cd8b685749d8b58ee3308b9774c03bde45a4dee5b0b

Observation 9ac285b7-123b-4947-8e60-8f42e1c14d7e · outbound

This paper cites Doing more with less: meta-reasoning and meta-learning in humans and machines , journal =.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Doing more with less: meta-reasoning and meta-learning in humans and machines , journal =

Reference 65

Resolution
verified exact
doi, observed 2026-05-13T02:52:08.667801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:a4f93fae521fd65b071bf103f864a26530f8fb8a03f28a27dbd77fc0702b1e73

Observation 2a172cd6-a9cf-4673-a40d-eec5246815f3 · outbound

This paper cites Unlocking the Capabilities of Thought.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Unlocking the Capabilities of Thought

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.489259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:4d1b182f5e7f7168be10297e895b1a46f464e7e6976c89edac503648818d0195

Observation 62c8db84-3509-4196-a21c-8b64845f83ad · outbound

This paper cites Exclusion of Thought: Mitigating Cognitive Load in Large Language Models for Enhanced Reasoning in Multiple-Choice Tasks , booktitle =.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Exclusion of Thought: Mitigating Cognitive Load in Large Language Models for Enhanced Reasoning in Multiple-Choice Tasks , booktitle =

Reference 67

Resolution
verified exact
doi, observed 2026-05-13T02:52:08.636922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:b2c9520c32951dc53c1ccbdebbe0a5ea83ead25dd0f844025150d6f079fb028e

Observation e1decaf5-a8ab-4c1b-83a0-b69658e813ae · outbound

This paper cites Working Memory Identifies Reasoning Limits in Language Models , booktitle =.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Working Memory Identifies Reasoning Limits in Language Models , booktitle =

Reference 68

Resolution
verified exact
doi, observed 2026-05-13T02:52:08.657234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:6e41d4b2648babf8c3daeb571edac4ac744051aa9198d0b35cdb6eda803151e6

Observation 804e91b9-2fca-47ce-b1a8-4c5dab11ff07 · outbound

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

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition The Thirteenth International Conference on Learning Representations , year=

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.561769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:bdcccbd353a3cea1d8cba0df671356fe69e3cdc39cb9ee0317ce75e40cfea13b

Observation c4ad01cc-9419-4bc4-a9e5-3d57ab6b5ffd · outbound

This paper cites 2025 , eprint=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition 2025 , eprint=

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.478975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:33818b92ca75f846d83eed8c12061f92b12a09c320e4200dbacdb9cd16805c08

Observation c1e5595a-231f-441a-a959-a6cb19a77072 · outbound

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

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Meta-Harness: End-to-End Optimization of Model Harnesses

Reference 71

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:5fa301a791a0fc2d76ae4a00e5e362a733d6a0ba50855fcda9648502e05a286c

Observation 585c2140-17c3-4c46-a51c-14cae6b30449 · outbound

This paper cites Jimenez and Alexander Wettig and Kilian Lieret and Shunyu Yao and Karthik Narasimhan and Ofir Press , editor =.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Jimenez and Alexander Wettig and Kilian Lieret and Shunyu Yao and Karthik Narasimhan and Ofir Press , editor =

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.413066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:b5f464249fd2da0eee6e39ec99443592edb896920673987ab16293731f8f9a3c

Observation c12b263f-0631-4ecf-af5a-88963a8a195c · outbound

This paper cites an unresolved cited work.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-05-13T12:42:46.409754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:72c1f79b286c4c158d61639ab14ec7ca2cf294c6ed086189506977428691c9c7

Observation 5cde4000-4c6c-4735-8f7c-7be6b0d5c59d · outbound

This paper cites an unresolved cited work.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-05-13T12:42:46.469451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:8d44894282c334093cbdafe2ce4e05397ea6d757dfff3d57c2c4ef702a673bec

Observation 6c5f7b40-fa2d-4e16-9b66-0e7e849cee6b · outbound

This paper cites Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve

Reference 75

Resolution
verified exact
arxiv_id, observed 2026-05-13T02:52:08.678449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:8c980321eea918d07f7945fd3f655b3b549123b4d65346d0a81ed36013ded69d

Observation de50e8cc-e651-4fe8-8c1e-0994e1d57c56 · outbound

This paper cites AgentBreeder: Mitigating the.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition AgentBreeder: Mitigating the

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.475646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:0d63ff8ab4aaf22167a7c102e12cea570ccff4608b39e61ccd772ca9e262946a

Observation e9aa745d-c284-485f-8665-40cf10da854b · outbound

This paper cites 2025 , note =.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition 2025 , note =

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.594706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:38f1ce389fb7d63619d5abdf164d66e878925940f9ef1753727d8ff8dcc0b8bf

Observation e437d69e-39af-4839-96a7-c1b8e92e95f0 · outbound

This paper cites 2024 , url=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition 2024 , url=

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.482231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:4e31798e0122792043c2c0eae9302de309f096889becc2106f15e11db15a7c61

Observation d42675db-c4fc-4420-878b-97b46ce56eb2 · outbound

This paper cites Measuring.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Measuring

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.474151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:111ac0b11150f0623f9531f491fc3d6a92c454a55dd915528d78f606aabba4a5

Observation 2b0ef68f-873c-4ba3-8da2-661a35633ab6 · outbound

This paper cites Course in General Linguistics , year =.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Course in General Linguistics , year =

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.485890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:499afd4bfcefd8026d7947e2646f9e0624ba94c610e6dfd496d66ef221214dd1

Observation 8313da2a-d4fb-4cfd-8042-e5dd19aa0d10 · outbound

This paper cites an unresolved cited work.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Unresolved cited work

Reference 81

Resolution
verified exact
doi, observed 2026-05-13T02:52:08.628684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:3500acfd661b320f3b71af1a3be911f83e8f878adee801fcb6391caf07d17b25

Observation b7970c29-a87f-4b98-a35e-0005b36c94ac · outbound

This paper cites Proceedings of the Symposium on Computers and Automata , editor =.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Proceedings of the Symposium on Computers and Automata , editor =

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.558024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:5d8020abf8b2966bcb14cf2f76d83a78c19d286561851db10201eb21c213aa3d

Observation d437c806-cc57-449f-9cd2-9fd6773c6b99 · outbound

This paper cites Formal Philosophy: Selected Papers of Richard Montague , editor =.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Formal Philosophy: Selected Papers of Richard Montague , editor =

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.588914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:c590ee05a505f50eca495f2c4c0e9739269a6ea76c71967d0e82738e56367c93

Observation f2e60a1e-5015-4c1f-b0e7-96cc87e57f94 · outbound

This paper cites Attention is All you Need , url =.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Attention is All you Need , url =

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.487633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:6c6003682d791183c7818d9082678f42668ae80876b4d56174dd64e2a007cacd

Observation 7f81a893-d4d0-4aec-8b69-69eb139dcd62 · outbound

This paper cites Measuring Faithfulness in Chain-of-Thought Reasoning.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Measuring Faithfulness in Chain-of-Thought Reasoning

Reference 85

Resolution
metadata mismatch
local_arxiv, observed 2026-05-13T02:52:09.152169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:daee732aa0774c2d9722962b657a825394722b0288676284a224d68172b1e0c7

Observation 2cf22b33-3438-4a89-aa8f-ee9740152d66 · outbound

This paper cites Dissociation of Faithful and Unfaithful Reasoning in LLMs.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Dissociation of Faithful and Unfaithful Reasoning in LLMs

Reference 86

Resolution
verified exact
arxiv_id, observed 2026-05-13T02:52:09.146808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:fbd0ec1d10fc27e2fcd0a275a292791b16d74889411c483f10a8a9d0b12db068

Observation 0d0e1bbe-d400-493d-8cd6-6a52f5a4f97b · outbound

This paper cites an unresolved cited work.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-05-13T12:42:46.463622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:8d789f97b00c90ac46818de0c071d253772de9a5b9b8c8608592ba5e510ffa35

Observation 5fa3958e-b342-4153-adce-24cfe02f2460 · outbound

This paper cites Chain-of-Thought Reasoning In The Wild Is Not Always Faithful.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Chain-of-Thought Reasoning In The Wild Is Not Always Faithful

Reference 88

Resolution
verified exact
arxiv_id, observed 2026-06-01T03:02:49.618587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:6237fa989465b2d3117122818ddda301ce906fc41fd79b39f2d53026ba225607

Observation 3d7fc468-3ccd-4be5-89d4-796a4e8e3068 · outbound

This paper cites Forty-second International Conference on Machine Learning , year=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Forty-second International Conference on Machine Learning , year=

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.565150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:77a2c358ecabb71f63bcd1371d65786e73cadda30fc774d26fe61a7ceb906a27

Observation 611be856-a8ae-4615-991a-19285cbb8c3e · outbound

This paper cites Don’t overthink it.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Don’t overthink it

Reference 90

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T02:52:09.115916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:fc18bf2e546befbca5ad8719cc19427581704e1780661c474c47c3c6991c25d1

Observation 6c2e9a8d-2818-4e22-af79-da56a4121247 · outbound

This paper cites ArXiv , year=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition ArXiv , year=

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.502832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:326c1194dbb89233f729847a229562335d9dc9ddbf1701c3992cded962b60139

Observation 2ab4ed65-2530-4009-b2a6-ea260838cda4 · outbound

This paper cites Nature human behaviour , volume=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Nature human behaviour , volume=

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.484098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:7845ca1101e057c0be80dac7e4c7c0c3399549980820ad666c70aee3697bb159

Observation 98d7dae9-af9a-4041-ac77-9e3c557e50d1 · outbound

This paper cites Proceedings of the National Academy of Sciences , volume=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Proceedings of the National Academy of Sciences , volume=

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.492764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:10147eca90ac4cec67d82232c60d2ab5227f625a588b4a0bb2d2022394b9c4bc

Observation cc62d15f-2891-43eb-811d-a2556347e913 · outbound

This paper cites author=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition author=

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.457227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:26364f1afad1ca197be2061ddd1636c48fa5e2843e11e61b65f69b8ac766ae5e

Observation 95fa6eb3-7f3b-4f58-9ae0-921e8e284065 · outbound

This paper cites Trends in cognitive sciences , volume=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Trends in cognitive sciences , volume=

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.420337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:375ca7c37d52d1afa016b626b828c2219f306b15810c1a3c6e045c2c7d895ded

Observation a0d8c743-505d-4a99-980f-9f85a2f62f96 · outbound

This paper cites 2011 , publisher=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition 2011 , publisher=

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.453584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:f01901a355186867d38b17bcfac5e2bebd9de97c6d7fb09cac946bc7beb988ff

Observation 504426c5-0496-42c7-a693-75b9d72e2527 · outbound

This paper cites Frontiers in Psychology , volume=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Frontiers in Psychology , volume=

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.447176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:b72309311f5b4f808e4c892f73236edbbd42768ac5b0e141ed576ebe9db2c570

Observation b1893840-a651-4ad8-922a-c0b44e576385 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 98

Resolution
metadata mismatch
local_arxiv, observed 2026-05-13T02:52:09.085964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:5ed92c2e34c8c4b3ecc937d1ed5f706a5ac05a972d6b6be0ebaa66e2dadde974

Observation 7aeb33d7-cda0-497d-8fd0-ccd23d3b064a · outbound

This paper cites OpenAI o1 System Card.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition OpenAI o1 System Card

Reference 99

Resolution
metadata mismatch
local_arxiv, observed 2026-05-13T02:52:09.137655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:fdc7b435f252b12c0b1335c36ee8571e9dea346d88535298c3e734a7686b2ff6

Observation 4e048d9f-ae6f-43ab-8dc7-7164cb8e644d · outbound

This paper cites Does Reinforcement Learning Really Incentivize Reasoning Capacity in.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Does Reinforcement Learning Really Incentivize Reasoning Capacity in

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.497909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:e76a134a3da6cce9f5b7396c8d536e78b781785b7dafd74d21853f65465a6143

Observation 2e63eb45-342d-41d1-a48c-231dd437499f · outbound

This paper cites The eleventh international conference on learning representations , year=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition The eleventh international conference on learning representations , year=

Reference 101

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.467387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:5266beb43c281226f269663093e3bcde2051b83220f7f525409801e1dc591605

Observation 99321b53-c75b-49f0-8d37-8db3c476ce39 · outbound

This paper cites Forty-first International Conference on Machine Learning , year=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Forty-first International Conference on Machine Learning , year=

Reference 102

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.592794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:8396f9f6074742e533cb8ffede718873e16cf368ca4cb0eb12ea6af28ebd8c9c

Observation 8d914b77-f3af-4a5b-98d0-9d219b24b7e3 · outbound

This paper cites DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research

Reference 103

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T00:00:28.487879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:7a51756d6a247e62758d4b465ebbd07f4daf2321e90d308ca650517e8e90048d

Observation 7a28430b-f63c-4dca-9039-f8af9565da57 · outbound

This paper cites Recursive Language Models.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Recursive Language Models

Reference 104

Resolution
metadata mismatch
local_arxiv, observed 2026-05-13T02:52:09.105707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:92d460e6989e7acfc49a99dace01f6c215de3a232e81f1e7d275ba2887ecf427

Observation eff5acc2-4faa-4002-9fd0-05d396a12e45 · outbound

This paper cites an unresolved cited work.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Unresolved cited work

Reference 105

Resolution
unresolved
raw_fallback, observed 2026-05-13T12:42:46.499483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:42923a369c2451171a5b0c6063841d22e4f4075065cf88a186a874f33a4e41ca

Observation ab56288c-4d64-4cf9-8638-dac2420e8251 · outbound

This paper cites Bertsch, A.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Bertsch, A

Reference 106

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T02:52:09.141937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:0293b9e139627a760cd9237d6e1d406db4c503b2d27a0c57caca31883acfc0c3

Observation 38c464e6-bd6b-4473-8f54-e1d6118b8c60 · outbound

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

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition The Fourteenth International Conference on Learning Representations , year=

Reference 107

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.587159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:428c378f8d92d3163ce625f939a5a0dc233858b09d5f266d2a37db3647471111

Observation 6b749b7c-df14-4f6a-b344-6c3cc886e4ee · outbound

This paper cites International Conference on Machine Learning , pages=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition International Conference on Machine Learning , pages=

Reference 108

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.570030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:f94777589b0b550c83f50dcdaf0966df319028e073d44d0bd55ddae777a722e0

Observation 7a06f5f3-2f84-4566-a969-7bad64d8820b · outbound

This paper cites 2025 , month = feb, note =.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition 2025 , month = feb, note =

Reference 109

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.501008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:9df3d0b299da73501ea6ed13885de82e5a79c42f3adaa11889de02d718058342

Observation 5b306286-4f6e-49d3-8a92-c4d511028353 · outbound

This paper cites author =.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition author =

Reference 110

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.451922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:a0bf88d8635087315ed290fb5030173b33c919c088b2f373babb4193ffcae100

Observation aee340ee-ce29-40c4-9d26-7bdcb4cd2ed1 · outbound

This paper cites DeepSearchQA: Bridging the comprehensiveness gap for deep research agents.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition DeepSearchQA: Bridging the comprehensiveness gap for deep research agents

Reference 111

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T02:52:09.124879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:a5e9caa6a516ff5050c071c02a877b1ac9efa610f62a4b5a4a80fb5243e14d35

Observation 30d82487-e3d0-4d08-891a-caf9d60a3c0f · outbound

This paper cites doi: 10.18653/v1/2022.findings-acl.177.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition doi: 10.18653/v1/2022.findings-acl.177

Reference 112

Resolution
metadata mismatch
doi, observed 2026-05-13T02:52:08.664552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:b80e7751bda95d043cc5a8ad32366875e390798f13ffedf3cfaf5d5049327c5c

Observation f22c67dd-dd15-4e79-bc35-bd329c76f2f9 · outbound

This paper cites Tahmid Rahman Laskar and Mizanur Rahman and Shadikur Rahman and Mehrad Shahmohammadi and Megh Thakkar and Md.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Tahmid Rahman Laskar and Mizanur Rahman and Shadikur Rahman and Mehrad Shahmohammadi and Megh Thakkar and Md

Reference 113

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.455407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:0261f6e382e7a3a0c2776e022336d3a656ddbaf2cafa031587235d68775934d9

Observation 7ae3b99d-e4a6-4fea-a5b3-93c2c43e6895 · outbound

This paper cites Cognitive science , volume=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Cognitive science , volume=

Reference 114

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.460480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:36c7da99f7a13c194c5d47dda0fb401a4eac26040f481676ef5f67267769e948

Observation e74a8163-8b19-46f8-ac71-4bad38e1ef79 · outbound

This paper cites Journal of verbal learning and verbal behavior , volume=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Journal of verbal learning and verbal behavior , volume=

Reference 115

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.506837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:e6f162d35960438f4e49cf2512217947be6e13bc686005df08252c543a550534

Observation dbe9b275-d4f7-42df-90ad-f224e598f6da · outbound

This paper cites Psychology of learning and motivation , volume=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Psychology of learning and motivation , volume=

Reference 116

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.596383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:77c73244b82442cc565d9a52cd0e9b274c7c5e4f29c0b24994d1b321da15afff

Observation 91234401-7610-49a2-9e04-f4275470794f · outbound

This paper cites Proceedings of the National Academy of Sciences , volume=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Proceedings of the National Academy of Sciences , volume=

Reference 117

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.578915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:7d0b9e3d4cb3efe5b365291395c84a27b697c2687e2731559eea72804c0a69f8

Observation b4ac6c5e-2b33-4f6b-96e3-b7b82f097d7a · outbound

This paper cites 1965 , publisher=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition 1965 , publisher=

Reference 118

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.431724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:589d28317720ed18225ef6a803fa78dcb9bc177f317eff83199336ccc2623aae

Observation 46ed9e38-f531-4645-b289-c1a48a1e9873 · outbound

This paper cites Systems research for behavioral science , pages=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Systems research for behavioral science , pages=

Reference 119

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.418832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:5795f15e6fd623760394cc81e3ece9449286623f17b5efbdbcc0b86508c85e99

Observation 31343fc1-bc2c-4081-af9a-f4321af18070 · outbound

This paper cites cognition , volume=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition cognition , volume=

Reference 120

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.508576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:5a295ff2b7ff34777f31c095d2fb0b7ea04c8374acd3de6e8383733ba601cc50

Observation 89040517-d04b-4bd1-b4f4-06c909dd1d03 · outbound

This paper cites International Journal of Technology and Design Education , volume=.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition International Journal of Technology and Design Education , volume=

Reference 121

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T12:42:46.448786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:b2926a754852ccb1cb506941f8abc563c3ae836fe3fece96326812cb9a65b675

Observation 3c83a0f4-aac4-4c48-85cd-adaad82e38e5 · outbound

This paper cites an unresolved cited work.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Unresolved cited work

Reference 122

Resolution
unresolved
raw_fallback, observed 2026-05-13T12:42:46.408205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:0abc3b94c056978d57b341c3a2ca852095300dbf16065f993141fec14d02ccf6

Pith citing papers

No inbound Pith citation observations are available.