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Paper Citation Record · LEDGER

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization

As of 19 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 1 inbound Pith citation observation for arXiv:2506.04255.

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

pith.paper-citation-record.v1
2506.04255 v1

Coverage vector

measured 79 of 79 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:54:57.934906Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T19:57:39.536382Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T21:07:23.695391Z

Reference resolution

79 of 79 outbound references displayed

  • verified exact1
  • verified fuzzy48
  • unresolved29
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 429cdd61-ce6e-469c-825c-91d871cbc705 · outbound

This paper cites The Claude 3 model family: Opus, Sonnet, Haiku.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization The Claude 3 model family: Opus, Sonnet, Haiku

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.442235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:53.930085Z digest=sha256:0cbde996a9ade2afd64cbfb60bf3d6d0fe17f2c68aaf27a550750e463377a786

Observation 65bfa0c8-7eae-44ae-8e42-3a24f8364cfa · outbound

This paper cites Have LLMs advanced enough? a challenging problem solving benchmark for large language models.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Have LLMs advanced enough? a challenging problem solving benchmark for large language models

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.414430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:54.014173Z digest=sha256:1c292bf78117a28db740b03d2fb329191d9ca6bb43095559a40b87d4d710780d

Observation 6d363ec1-2be1-4c48-a16d-bafe64f1989a · outbound

This paper cites Self-rag: Learning to retrieve, generate, and critique through self-reflection.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Self-rag: Learning to retrieve, generate, and critique through self-reflection

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.389679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:54.121695Z digest=sha256:3cf157a0641a5ba924a41f7061aaf0a85330a99032c0f79273dcf4248596df55

Observation 4832af89-56a2-41c1-adfb-4a0c418b5a70 · outbound

This paper cites Emergent autonomous scientific research capabilities of large language models.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Emergent autonomous scientific research capabilities of large language models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:54.206358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:54.206358Z digest=sha256:b389897a1a0a939de57911b0a346b015846e559e63bdea615704d23a63d699f4

Observation 2bc20b07-287c-45d6-97c0-83ff71ea3fd7 · outbound

This paper cites A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:54.295757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:54.295757Z digest=sha256:cf51c443299e21d770f841e3913f664189e13523bb535e68baf52fac15143875

Observation ceec604c-abc9-4473-8fac-a723904dca26 · outbound

This paper cites Language models are few-shot learners.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Language models are few-shot learners

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:54.355199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:54.355199Z digest=sha256:b6b8597d79c17eb6763aa8c918c0ddd5102a581a89679a7bbcb96018e71d64ad

Observation e6f2c6d7-b107-4e58-93de-080695c6adf8 · outbound

This paper cites Pappas, Florian Tram `er, Hamed Hassani, and Eric Wong.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Pappas, Florian Tram `er, Hamed Hassani, and Eric Wong

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.349022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:54.420477Z digest=sha256:114cdbfa1608a971699ddd6c06fad8ebb274823d6b23e8ba354a4b7f400c1052

Observation 5fa65233-1a69-499c-a245-08b2bfb7c32d · outbound

This paper cites Evaluating Large Language Models Trained on Code.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Evaluating Large Language Models Trained on Code

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:54.507268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:54.507268Z digest=sha256:505cf7a356678618ab38a6c665e147c85bfb23445b0024de72ec853a83fb24f5

Observation 8b629c5c-dd70-4cbb-a38b-494f17689f8b · outbound

This paper cites Clearwater, editor.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Clearwater, editor

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.316196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:54.596975Z digest=sha256:754500c562058953fdbf12d0596a8dac2a594fe01769556bd9c8d43319459337

Observation 3441f5b2-6139-4057-9c8f-852df40b6d2a · outbound

This paper cites Training verifiers to solve math word problems.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Training verifiers to solve math word problems

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.284520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:54.696654Z digest=sha256:bf4a5bd4e2b8ea79c13055c548c27588dbfced332616419acae917a9d9d1682d

Observation b5bddb81-8129-44ea-b219-c84b0a53dc83 · outbound

This paper cites an unresolved cited work.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:55:02.247916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:54.816643Z digest=sha256:94491fb81a7f06486faa2ada26aac5201f1b53103dde527dae895254737007b2

Observation 18811fb4-b221-4183-b4a4-36848bb0512a · outbound

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

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:54.866858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:54.866858Z digest=sha256:07080b4f48c7d61c2d4eb370c6c434601ba0dae7e80e6a2390ecd8a0d0f4b6b6

Observation d981b9f4-16f9-4572-aa81-6bf284310e37 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language un- derstanding.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Bert: Pre-training of deep bidirectional transformers for language un- derstanding

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.222535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:54.964304Z digest=sha256:341da70d40c1d629a0f9006a21d2a465e45f6f3188cebcb4a60e5b451d29fa09

Observation 82ba3fd8-62c5-4120-a33d-f997ed199b6b · outbound

This paper cites Multi-agent systems: A survey.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Multi-agent systems: A survey

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.194226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.052723Z digest=sha256:5fc6113a8451991d8575e641efe780947a216fcdbc2a20a6c9e948b4d7abc3e9

Observation 7af05f1b-a985-4fae-a413-7798142eca48 · outbound

This paper cites Agent-organized networks for dynamic team formation.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Agent-organized networks for dynamic team formation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.164773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.103097Z digest=sha256:977fb8b931850f74ba9f10fa68bf2599b7cd25a27695028cf04f5152020ec1b2

Observation 0bf56e94-9059-43c7-9bff-1e709cba62b9 · outbound

This paper cites Agent-organized networks for multi-agent production and exchange.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Agent-organized networks for multi-agent production and exchange

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.132536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.126282Z digest=sha256:5c072ffc20633476198665b3d951483267f2c5fb36a87b76aa2d2ede991064ca

Observation aeb9f959-8c38-4edc-9b61-6afbd753fe83 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:55.163860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:55.163860Z digest=sha256:e6ad9b8e45cc7a92ea529685e474bac3bedb49287ec6e99354d475b476ed1c07

Observation 0c1d3c71-be9f-4a01-8eeb-1f96cda8fb81 · outbound

This paper cites Did aristotle use a laptop? a question answering benchmark with implicit reasoning strategies.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Did aristotle use a laptop? a question answering benchmark with implicit reasoning strategies

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.103478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.199902Z digest=sha256:0bac29214ccf9fb8fbb5a718ea1cd87f86e14d036d29fb1c1769ae5145db0a72

Observation cace651e-2853-4976-8471-e0f8a368e028 · outbound

This paper cites Gemini 1.5 flash-8b: Production- ready lightweight model.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Gemini 1.5 flash-8b: Production- ready lightweight model

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.072202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.273876Z digest=sha256:9e79b463879c3bd509737c7318aeb1631c6256627173431277e39d4ca8e15e57

Observation 950be27a-d6e8-4095-bb79-8324048bba1e · outbound

This paper cites Gemini 1.5 flash: Lightweight multimodal model.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Gemini 1.5 flash: Lightweight multimodal model

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.041744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.327316Z digest=sha256:94f694a231f79e39f54097581ada6bfe1bcb25a957caad39b9fc0abb5c24eddd

Observation ca4f68a3-ad5c-432c-973e-7c0e6488c8b3 · outbound

This paper cites Gemini 2.0 flash: Model card, api, and announcement.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Gemini 2.0 flash: Model card, api, and announcement

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:02.014729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.374393Z digest=sha256:e0fe0e73b0cfa20963cb6df33e1ff66cb8a7501e7d7135a5464290aa89140ddc

Observation e5729366-3ba7-479c-8581-4763572d57f3 · outbound

This paper cites Gemini 2.5 flash: Model card, api, and announcement.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Gemini 2.5 flash: Model card, api, and announcement

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:01.980196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.412213Z digest=sha256:6c33d233bf49d367e915b1f6486ba3ee241efc128f2961a87b3739d5be93a53b

Observation 192c4c78-6701-4b90-8f86-16a246efd79c · outbound

This paper cites Groq: Fast ai inference, 2025.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Groq: Fast ai inference, 2025

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:01.929226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.477343Z digest=sha256:2a6ee41524dd345d63e662a31683e531d1488e4a8ca9b49561ec3f761d628803

Observation 74250ea2-482b-4dab-8535-98471f0a226d · outbound

This paper cites Measuring massive multi- task language understanding, 2021.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Measuring massive multi- task language understanding, 2021

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:55.516172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:55.516172Z digest=sha256:4b3a7ef74d8f0b29eca20a3fbf0e09f1c1ee7acec762abb38d5aecd9bd39cba1

Observation 07e90e76-7b0c-4022-bb26-3c2fa95f9dbc · outbound

This paper cites A survey of multi-agent organizational paradigms.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization A survey of multi-agent organizational paradigms

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:01.815609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.555761Z digest=sha256:4a99f0ecf609ea0e98ce0925b4aa762a2de95577d7c46b841fb9801ebac53be4

Observation 1edfbefb-cb16-4871-a98c-c8f0346b83c9 · outbound

This paper cites Hugging face: The ai community building the future,.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Hugging face: The ai community building the future,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:01.660342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.614215Z digest=sha256:255bdb860d3afd7b6e302402701e074d2961fce8714bc58d9e9822227e5e6925

Observation 96b02305-b8b7-49f7-9cae-aad0cca066e6 · outbound

This paper cites Mistral 7B.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Mistral 7B

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:01.257260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.684522Z digest=sha256:dc4955279643fdf01c39efe2fbd78ce1dbeedf17fbc97e4dc3c57a068160f6e6

Observation 81e9135d-3bdf-468a-9ef4-ecbd9a1e8ac8 · outbound

This paper cites Agentreview: Exploring peer review dynamics with llm agents, 2024.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Agentreview: Exploring peer review dynamics with llm agents, 2024

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:01.104818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.738013Z digest=sha256:01ed3c1092a882edbb951df9d32d9600e72f341e1d39915657ed65b6bb4af845

Observation 28f8dc0e-34c7-4287-a925-70467a692b12 · outbound

This paper cites Lambda: Gpu cloud and deep learning workstations,.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Lambda: Gpu cloud and deep learning workstations,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:00.892192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.774505Z digest=sha256:8f408e5405aa28412bf88aa946c8cf700d883b94ce7e868f3a83489f3c04d2dd

Observation d3d3dd83-d721-41c5-a097-9d550d90f549 · outbound

This paper cites Langgraph: A framework for agentic workflows.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Langgraph: A framework for agentic workflows

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:00.816429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.885391Z digest=sha256:bb6534791f37abb6e1922772ba03144d568e2b5749876c2d3e6f34cb8380f4c8

Observation e73a260e-e1f8-4300-95e9-2d6b9feefbc6 · outbound

This paper cites an unresolved cited work.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Unresolved cited work

Reference 31

Resolution
parse uncertain
raw_fallback, observed 2026-08-07T11:55:01.455311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:55.833866Z digest=sha256:41a6637cd8751663a0ec15fc62f345d42889a4911d4e251a2db44d8f3a824f2a

Observation 68ef695f-966d-451e-b25e-45e58aa8209c · outbound

This paper cites Self-evolving Agents with reflective and memory-augmented abilities.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Self-evolving Agents with reflective and memory-augmented abilities

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:56.003456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:56.003456Z digest=sha256:0f79c9dde4b05b5ffbe72ad7bb32e48545dfd4fdd0989e98a8396b47689ec20d

Observation 662da8b4-d473-4ff3-94a3-990fe14749c9 · outbound

This paper cites Retrieval- augmented generation for knowledge-intensive nlp tasks, 2021.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Retrieval- augmented generation for knowledge-intensive nlp tasks, 2021

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:55.943591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:55.943591Z digest=sha256:0df6faa72544c8bab21d30e83475e47019145ecc36b6b459069526d3c7cf2d14

Observation 6d789a53-c9c9-43f8-987a-808d59be2957 · outbound

This paper cites HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:56.085357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:56.085357Z digest=sha256:44573a0967b46fab1ea351b1cf562da197128331fc6070b3e3cce8b995367b62

Observation 56f198be-cf9d-43f0-b3ed-32f5ac9ece81 · outbound

This paper cites Qa-calibration of language model confidence scores.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Qa-calibration of language model confidence scores

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:00.625380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.039704Z digest=sha256:423033c86cef2020341adb4279dc2607548f1b0c21bb599eb732ffbc3eab4198

Observation 5b6d101e-4104-468f-808e-a8305b0f9906 · outbound

This paper cites Guest editors’ introduction: Intelligent control in the manufacturing supply chain.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Guest editors’ introduction: Intelligent control in the manufacturing supply chain

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:00.425358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.176328Z digest=sha256:a21bf65cb23db928304d0281c615c243f4d4fad7eea2027382d446ab34456b8c

Observation 8cbb7a6c-d7a3-41ad-87e3-0cacb0e1b553 · outbound

This paper cites Tdc 2023 (llm edition): The trojan detection challenge.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Tdc 2023 (llm edition): The trojan detection challenge

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:00.516540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.142363Z digest=sha256:921a36ae74209fdef5010ed47369bd5f33739578ae8bc94d9f499b9f566381b1

Observation fb0ec756-6721-4f74-88ec-c4032fce2eb3 · outbound

This paper cites The Llama 3 Herd of Models.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization The Llama 3 Herd of Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:56.271542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:56.271542Z digest=sha256:3812091f436477021658480694e42c7efc2389733de9b2800006e33752556663

Observation c42c0a1f-3eb6-4f22-a848-e9dfe97ea9ae · outbound

This paper cites The llama 4 herd: The beginning of a new era of natively multimodal ai innovation.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization The llama 4 herd: The beginning of a new era of natively multimodal ai innovation

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:00.373781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.221045Z digest=sha256:f9101825f18033c588feae2ee946c70e44820273b3767cc5524293300a35c78a

Observation 89ea0edc-204e-4a7b-8eeb-a13793bf7cbe · outbound

This paper cites an unresolved cited work.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:55:00.225802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.364977Z digest=sha256:cfcfa6aa82a2b7fb3426197b68f859cc8874ab6c65886483f10e4e14b63e59ef

Observation a8834822-3432-4b05-b655-08697d102e9f · outbound

This paper cites Mistral saba.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Mistral saba

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:00.299819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.311710Z digest=sha256:cb14f65b916a1cd03927a40d1d2f4cda7fa07b5b7cb264b51b13accd2554023c

Observation 3af3b7c4-9bb0-49a3-b52b-2952748d096e · outbound

This paper cites Gpt-4 technical report, 2023.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Gpt-4 technical report, 2023

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:56.472807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:56.472807Z digest=sha256:166a847daf366e7786da63dbec5d24a90beb30f0dead4d3947a81be0570becd6

Observation 9e6d5ca1-39d7-4a52-92e3-dcf115280168 · outbound

This paper cites Function calling.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Function calling

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:00.151154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.405809Z digest=sha256:8e177e0a7a3900d6344501435bc248f81a4e81d3eba4f9f111c6cd62194599fc

Observation a873d8c0-142c-4d93-b700-d65271662e0f · outbound

This paper cites Sudden high costs for chatgpt api usage, 2025.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Sudden high costs for chatgpt api usage, 2025

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:00.014275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.571598Z digest=sha256:d2a753e67e9a65a0a34b9bccb88f707b8dbd4967948d89552cd6df541c7bae7a

Observation 05634a6c-5a55-4958-a323-ac5b89de9933 · outbound

This paper cites Sos: Alarming situation of excessive billing, 2025.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Sos: Alarming situation of excessive billing, 2025

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:55:00.078129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.528242Z digest=sha256:df55966d56857c48739fb329258e9cebe94e3e233deb38e3bd47c78ebed56175

Observation 41e96a19-c6a5-4e10-b57d-ac04ceebde84 · outbound

This paper cites CoDocBench: A Dataset for Code-Documentation Alignment in Software Maintenance.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization CoDocBench: A Dataset for Code-Documentation Alignment in Software Maintenance

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:54:58.188917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.689024Z digest=sha256:e308e5787497afd43bf39cdd46c401e33d373895f290fa66ed607da75b18e94f

Observation 38570fd8-9856-43dd-94cf-5fc2596a2897 · outbound

This paper cites Training language models to follow instructions with human feedback.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Training language models to follow instructions with human feedback

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:56.628869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:56.628869Z digest=sha256:4d8964ed9d2a8b304bb4c55f5147b55193fedc80feab731e40b78434cbd8f40b

Observation b3f8e3fa-fbcd-4335-b528-383a059d3ca9 · outbound

This paper cites O’Brien, Carrie J.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization O’Brien, Carrie J

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:59.860796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.752532Z digest=sha256:264f1bce6f3bfeb577db8a170bdf60b6d83f3879595fba6b131725f1bd5a9b69

Observation ae60fb08-2156-434a-96ce-c1babcdf45cf · outbound

This paper cites Talm: Tool augmented language models, 2022.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Talm: Tool augmented language models, 2022

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:59.934165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.725836Z digest=sha256:1bfc514272fb3a5ee88d8f1ec45d75da2332dd4a801f8ccbed6de638709a1a58

Observation e79d2b93-3265-4a1a-80b7-b40fbb86e4ce · outbound

This paper cites Are NLP Models really able to Solve Simple Math Word Problems?.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Are NLP Models really able to Solve Simple Math Word Problems?

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:56.827578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:56.827578Z digest=sha256:96320d618a1cb94241c36000731628e847b45cc25fb6571ac0cf44bb6595d0fc

Observation 2f93ace6-2ef8-4af3-a917-b9789fb73269 · outbound

This paper cites Are NLP models really able to solve simple math word problems? In Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2021.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Are NLP models really able to solve simple math word problems? In Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2021

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:59.774562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.789601Z digest=sha256:250c7eab045a6dd15d5abaea3ab0f336f5c600bb6b10dfca6cbddc4ff003fe22

Observation 3fe49a13-6b63-4934-91ee-00791da85dfb · outbound

This paper cites ChatDev: Communicative Agents for Software Development.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization ChatDev: Communicative Agents for Software Development

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:56.911613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:56.911613Z digest=sha256:d5a6666a4418cd4d97fba0ae069f15df2ce074f66a1908cf324d3690f878b3fa

Observation 47d2cdfb-22fa-48a4-b0ea-a78504f8b2e0 · outbound

This paper cites Humanity’s last exam, 2025.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Humanity’s last exam, 2025

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:59.697837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.869768Z digest=sha256:9756866e03f5eae17d299a41ad43892db0b3b524399e68c93ed0afb8e8de6da9

Observation ea836f7f-7877-4c9d-936b-7575950cd6c5 · outbound

This paper cites Qwen2.5 Technical Report.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Qwen2.5 Technical Report

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:56.990516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:56.990516Z digest=sha256:420a8e53327b50f763a23eb5f6ab4e3a762f062fb916fc0f604d1ae8642d5560

Observation d1c2348f-83b0-42f3-a1e4-d411c07a613c · outbound

This paper cites Toolllm: Facilitating large language models to master 16000+ real-world APIs, 2023.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Toolllm: Facilitating large language models to master 16000+ real-world APIs, 2023

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:59.601630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:56.958215Z digest=sha256:261e4ba8b6083329dea6c399342be03c9e1aa52f3669dc6db25156773049d598

Observation 09dc1058-a821-4c28-a397-3483e1ea782d · outbound

This paper cites 0.56 to $343.15 in minutes – google gemini api, 2025.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization 0.56 to $343.15 in minutes – google gemini api, 2025

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:59.514757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:57.063184Z digest=sha256:8f379704a6db37cbf042b72e4ffe3ffc8276ac4f084aec72be0842a52e7e3e0f

Observation 7545503f-12bd-4fa6-963c-81e19eaf9f89 · outbound

This paper cites Explor- ing the limits of transfer learning with a unified text-to-text transformer.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Explor- ing the limits of transfer learning with a unified text-to-text transformer

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:57.021162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:57.021162Z digest=sha256:c35ea44227a211083c9ef63e79c0a943cfc4e18ec0b9474d25a34d942844df90

Observation 528c45ba-1c88-488e-b948-81bea0376d92 · outbound

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

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Reflexion: Language agents with verbal reinforcement learning

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:57.155630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:57.155630Z digest=sha256:de635ef3237b3280344a401f5e3555262fd2e4e12686a859450d90c71ab100de

Observation db902924-6055-4222-ad1b-bf74c0ca243c · outbound

This paper cites Russell and Peter Norvig.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Russell and Peter Norvig

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:59.424341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:57.095508Z digest=sha256:a3a078435a840b39b1f47ca1f17bbd03c8d6ad41f7b0d95897dc1182ab1abcf1

Observation 3b788c2e-7345-4ba5-9535-a00bdc02dd74 · outbound

This paper cites Calibration and Correctness of Language Models for Code.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Calibration and Correctness of Language Models for Code

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:57.245537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:57.245537Z digest=sha256:b9c0d197cd07157adfb17dcaf793a59df279de9f236dc490c4f5bc4ea585cfcc

Observation 65ca597f-1d46-45d1-80e9-24ea62c1f2a9 · outbound

This paper cites Agent-oriented programming.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Agent-oriented programming

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:59.323778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:57.202525Z digest=sha256:06b75b0c5c326680b00deef70d75f22093162df0959c61cb754d1d9147c94949

Observation 252d2d81-efcb-4c2a-935d-fc82a6a72da3 · outbound

This paper cites Hermes 3 Technical Report.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Hermes 3 Technical Report

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:57.304589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:57.304589Z digest=sha256:a2fa8c9e632d47b36998c33d3c000dc0873e37a4baf7af5f71b7155d57dd172c

Observation 1e9cfe2e-5cdf-45db-a69f-c1baf1d63a63 · outbound

This paper cites The probable error of a mean.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization The probable error of a mean

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:59.248804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:57.276680Z digest=sha256:73b0eda887d0ea21d93ef02f150f3809f64bfc87d27d2af321078f7caf5e7249

Observation 30f6dc59-e856-4670-8de9-5eab01aa3466 · outbound

This paper cites V oyager: An open-ended embodied agent with large language models, 2023.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization V oyager: An open-ended embodied agent with large language models, 2023

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:57.366114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:57.366114Z digest=sha256:ef95b24377d611ea7d432a816e76023b8e2c390d474d995f4f0d40babf4fe7ae

Observation eb4722db-e0e4-4db5-bb60-5fab394f7735 · outbound

This paper cites Qwq-32b: Embracing the power of reinforcement learning.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Qwq-32b: Embracing the power of reinforcement learning

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:59.180415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:57.335020Z digest=sha256:9221d6fb9d5cf18f982cb63e8af5134be75230a600337b1b815c654f4b5795b8

Observation 282001dc-a358-424a-941e-180541d726bf · outbound

This paper cites Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers, 2020.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers, 2020

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:57.432415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:57.432415Z digest=sha256:de730213ff386de5b30b98ca500cab0151e85398d6fca82ceaf04fae6cb75a39

Observation 962d900d-48ba-47c3-89e8-465c539b6b95 · outbound

This paper cites A survey on large language model based autonomous agents, 2023.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization A survey on large language model based autonomous agents, 2023

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:57.402990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:57.402990Z digest=sha256:d8ed1d0bb3f61f7e8b054961904b8ca73854b2b7b3387efdfb8eef588097a1c9

Observation d9b665ef-b474-4f6c-9935-95873af0170b · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Chain-of-thought prompting elicits reasoning in large language models

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:58.982795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:57.520455Z digest=sha256:7dbdf27e13f9fcfe9a52d14f69f8bccf029fdbf991d3fb0eb49c257b1408ee89

Observation 57004610-1a96-4f90-90ba-44bfcdc7abcc · outbound

This paper cites Decision-making driven by driver intelligence and environment reasoning for high-level autonomous vehi- cles: a survey.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Decision-making driven by driver intelligence and environment reasoning for high-level autonomous vehi- cles: a survey

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:59.063487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:57.475624Z digest=sha256:05748ee409d17eaa5a7262e7a76fcd00c535ab6218304b655a227d48a1f0896c

Observation 67e64f24-aa9f-469b-8cf0-939bbc7d8767 · outbound

This paper cites An introduction to multiagent systems.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization An introduction to multiagent systems

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:57.609930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:57.609930Z digest=sha256:563f5ab290a3833447d7fbf79eacd6d1a1d617807a86388a6cfbad0b4f292d32

Observation 566a4183-0103-476f-90c1-55ee24aaf283 · outbound

This paper cites Benchmarking complex instruction- following with multiple constraints composition, 2024.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Benchmarking complex instruction- following with multiple constraints composition, 2024

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:58.909413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:57.561048Z digest=sha256:d0afaaf54e0f47c648ca32047f0fbfd4c5eaa9ff2fe9b9d2371ff2167fd126d3

Observation bb4a968d-7e42-4279-85c8-ee5878321e50 · outbound

This paper cites The rise and potential of large language model based agents: A survey, 2023.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization The rise and potential of large language model based agents: A survey, 2023

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:58.821225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:57.708445Z digest=sha256:979be3b444d56e5e8de01d79549b6567b24bc71a3f9db919409bb25cbd25f40c

Observation 8eed917c-15d4-4b3b-a8f9-366c9d8d68c2 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:57.670837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:57.670837Z digest=sha256:ceda503808dd8b4853c63a694b78a85999831bfab3c84a888d676b79d54764fa

Observation 16516ef4-d8e2-4875-a5bd-dd50f9148bd0 · outbound

This paper cites Tenenbaum, Tianmin Shu, and Chuang Gan.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Tenenbaum, Tianmin Shu, and Chuang Gan

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:58.722280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:57.794029Z digest=sha256:80bb25eaf0a4aceb3f211054f71d2d24e100ee9f8316cd262eafac38895dbd10

Observation d498c5e7-7e47-465c-9285-1c1d38711286 · outbound

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

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization ReAct: Synergizing Reasoning and Acting in Language Models

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:57.747636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:57.747636Z digest=sha256:1518921ec6ac82ea5c5cfc7b6a032aa0b99a3230b998af2d5cff5458ff702a9b

Observation c67021c4-3dce-4b1a-8f4c-86ceb8146d31 · outbound

This paper cites Agents: An open-source framework for large language model based autonomous agents, 2023.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Agents: An open-source framework for large language model based autonomous agents, 2023

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:58.527950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:57.841672Z digest=sha256:b07816758732661efe629171130859f8d2a283c01f415370745d9eef34285cda

Observation 68257361-459a-436a-9e23-e4199ae3d441 · outbound

This paper cites Is llm a reliable reviewer? a comprehensive evaluation of llm on automatic paper reviewing tasks.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Is llm a reliable reviewer? a comprehensive evaluation of llm on automatic paper reviewing tasks

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:58.620519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:57.815864Z digest=sha256:beb767aa3de10a0ebc897306b351189051b59671bd5cead00c42bdae6b379132

Observation 57fcb17b-0264-49e8-8f00-2295a88c2fc9 · outbound

This paper cites Zico Kolter, and Matt Fredrikson.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Zico Kolter, and Matt Fredrikson

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:54:58.413159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:54:57.934906Z digest=sha256:4879f74c829317d7f07fd0931feb10f76c51d150dc219d7b1ecb98f03207a297

Observation faf1fd6b-af74-42fe-b4de-fdc65e234910 · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Fine-Tuning Language Models from Human Preferences

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-07T11:54:57.895503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:54:57.895503Z digest=sha256:d54f4028e767c4fc70f766d1aa51d865e5d5d59309d3483e723d631a0b4ff9c3

Pith citing papers

Observation d07f120e-a8e8-4a2f-89b5-5f19b6bf65ef · inbound

VATS: Exploiting Implicit Authority in Error-Path Injection via Systematic Mutation cites this paper.

VATS: Exploiting Implicit Authority in Error-Path Injection via Systematic Mutation HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-07-02T21:07:23.697070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-27T19:57:39.536382Z digest=sha256:57f16fd685436c872f827e69893e0a92d08e86300d2cc3e3b2b5bae534896b84