Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:54:57.934906Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:54:57.934906Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T19:57:39.536382Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T21:07:23.695391Z
79 of 79 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 429cdd61-ce6e-469c-825c-91d871cbc705 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization The Claude 3 model family: Opus, Sonnet, Haiku
Reference 1
Source-reported events for the cited work
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Observation 65bfa0c8-7eae-44ae-8e42-3a24f8364cfa · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Have LLMs advanced enough? a challenging problem solving benchmark for large language models
Reference 2
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.
Observation 6d363ec1-2be1-4c48-a16d-bafe64f1989a · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Self-rag: Learning to retrieve, generate, and critique through self-reflection
Reference 3
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.
Observation 4832af89-56a2-41c1-adfb-4a0c418b5a70 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Emergent autonomous scientific research capabilities of large language models
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bc20b07-287c-45d6-97c0-83ff71ea3fd7 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ceec604c-abc9-4473-8fac-a723904dca26 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Language models are few-shot learners
Reference 6
Source-reported events for the cited work
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Observation e6f2c6d7-b107-4e58-93de-080695c6adf8 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Pappas, Florian Tram `er, Hamed Hassani, and Eric Wong
Reference 7
Source-reported events for the cited work
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Observation 5fa65233-1a69-499c-a245-08b2bfb7c32d · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Evaluating Large Language Models Trained on Code
Reference 8
Source-reported events for the cited work
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Observation 8b629c5c-dd70-4cbb-a38b-494f17689f8b · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Clearwater, editor
Reference 9
Source-reported events for the cited work
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Observation 3441f5b2-6139-4057-9c8f-852df40b6d2a · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Training verifiers to solve math word problems
Reference 10
Source-reported events for the cited work
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Observation b5bddb81-8129-44ea-b219-c84b0a53dc83 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Unresolved cited work
Reference 11
Source-reported events for the cited work
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Observation 18811fb4-b221-4183-b4a4-36848bb0512a · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d981b9f4-16f9-4572-aa81-6bf284310e37 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Bert: Pre-training of deep bidirectional transformers for language un- derstanding
Reference 13
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.
Observation 82ba3fd8-62c5-4120-a33d-f997ed199b6b · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Multi-agent systems: A survey
Reference 14
Source-reported events for the cited work
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Observation 7af05f1b-a985-4fae-a413-7798142eca48 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Agent-organized networks for dynamic team formation
Reference 15
Source-reported events for the cited work
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Observation 0bf56e94-9059-43c7-9bff-1e709cba62b9 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Agent-organized networks for multi-agent production and exchange
Reference 16
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.
Observation aeb9f959-8c38-4edc-9b61-6afbd753fe83 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c1d3c71-be9f-4a01-8eeb-1f96cda8fb81 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Did aristotle use a laptop? a question answering benchmark with implicit reasoning strategies
Reference 18
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.
Observation cace651e-2853-4976-8471-e0f8a368e028 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Gemini 1.5 flash-8b: Production- ready lightweight model
Reference 19
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.
Observation 950be27a-d6e8-4095-bb79-8324048bba1e · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Gemini 1.5 flash: Lightweight multimodal model
Reference 20
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.
Observation ca4f68a3-ad5c-432c-973e-7c0e6488c8b3 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Gemini 2.0 flash: Model card, api, and announcement
Reference 21
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.
Observation e5729366-3ba7-479c-8581-4763572d57f3 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Gemini 2.5 flash: Model card, api, and announcement
Reference 22
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.
Observation 192c4c78-6701-4b90-8f86-16a246efd79c · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Groq: Fast ai inference, 2025
Reference 23
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.
Observation 74250ea2-482b-4dab-8535-98471f0a226d · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Measuring massive multi- task language understanding, 2021
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07e90e76-7b0c-4022-bb26-3c2fa95f9dbc · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization A survey of multi-agent organizational paradigms
Reference 25
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.
Observation 1edfbefb-cb16-4871-a98c-c8f0346b83c9 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Hugging face: The ai community building the future,
Reference 26
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.
Observation 96b02305-b8b7-49f7-9cae-aad0cca066e6 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Mistral 7B
Reference 27
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.
Observation 81e9135d-3bdf-468a-9ef4-ecbd9a1e8ac8 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Agentreview: Exploring peer review dynamics with llm agents, 2024
Reference 28
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.
Observation 28f8dc0e-34c7-4287-a925-70467a692b12 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Lambda: Gpu cloud and deep learning workstations,
Reference 29
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.
Observation d3d3dd83-d721-41c5-a097-9d550d90f549 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Langgraph: A framework for agentic workflows
Reference 30
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.
Observation e73a260e-e1f8-4300-95e9-2d6b9feefbc6 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Unresolved cited work
Reference 31
Source-reported events for the cited work
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Observation 68ef695f-966d-451e-b25e-45e58aa8209c · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Self-evolving Agents with reflective and memory-augmented abilities
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 662da8b4-d473-4ff3-94a3-990fe14749c9 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Retrieval- augmented generation for knowledge-intensive nlp tasks, 2021
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d789a53-c9c9-43f8-987a-808d59be2957 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56f198be-cf9d-43f0-b3ed-32f5ac9ece81 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Qa-calibration of language model confidence scores
Reference 35
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.
Observation 5b6d101e-4104-468f-808e-a8305b0f9906 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Guest editors’ introduction: Intelligent control in the manufacturing supply chain
Reference 36
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.
Observation 8cbb7a6c-d7a3-41ad-87e3-0cacb0e1b553 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Tdc 2023 (llm edition): The trojan detection challenge
Reference 37
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.
Observation fb0ec756-6721-4f74-88ec-c4032fce2eb3 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization The Llama 3 Herd of Models
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c42c0a1f-3eb6-4f22-a848-e9dfe97ea9ae · outbound
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
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.
Observation 89ea0edc-204e-4a7b-8eeb-a13793bf7cbe · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Unresolved cited work
Reference 40
Source-reported events for the cited work
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Observation a8834822-3432-4b05-b655-08697d102e9f · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Mistral saba
Reference 41
Source-reported events for the cited work
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Observation 3af3b7c4-9bb0-49a3-b52b-2952748d096e · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Gpt-4 technical report, 2023
Reference 42
Source-reported events for the cited work
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Observation 9e6d5ca1-39d7-4a52-92e3-dcf115280168 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Function calling
Reference 43
Source-reported events for the cited work
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Observation a873d8c0-142c-4d93-b700-d65271662e0f · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Sudden high costs for chatgpt api usage, 2025
Reference 44
Source-reported events for the cited work
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Observation 05634a6c-5a55-4958-a323-ac5b89de9933 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Sos: Alarming situation of excessive billing, 2025
Reference 45
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.
Observation 41e96a19-c6a5-4e10-b57d-ac04ceebde84 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization CoDocBench: A Dataset for Code-Documentation Alignment in Software Maintenance
Reference 46
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.
Observation 38570fd8-9856-43dd-94cf-5fc2596a2897 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Training language models to follow instructions with human feedback
Reference 47
Source-reported events for the cited work
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Observation b3f8e3fa-fbcd-4335-b528-383a059d3ca9 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization O’Brien, Carrie J
Reference 48
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.
Observation ae60fb08-2156-434a-96ce-c1babcdf45cf · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Talm: Tool augmented language models, 2022
Reference 49
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.
Observation e79d2b93-3265-4a1a-80b7-b40fbb86e4ce · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Are NLP Models really able to Solve Simple Math Word Problems?
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f93ace6-2ef8-4af3-a917-b9789fb73269 · outbound
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
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.
Observation 3fe49a13-6b63-4934-91ee-00791da85dfb · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization ChatDev: Communicative Agents for Software Development
Reference 52
Source-reported events for the cited work
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Observation 47d2cdfb-22fa-48a4-b0ea-a78504f8b2e0 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Humanity’s last exam, 2025
Reference 53
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.
Observation ea836f7f-7877-4c9d-936b-7575950cd6c5 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Qwen2.5 Technical Report
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1c2348f-83b0-42f3-a1e4-d411c07a613c · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Toolllm: Facilitating large language models to master 16000+ real-world APIs, 2023
Reference 55
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.
Observation 09dc1058-a821-4c28-a397-3483e1ea782d · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization 0.56 to $343.15 in minutes – google gemini api, 2025
Reference 56
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.
Observation 7545503f-12bd-4fa6-963c-81e19eaf9f89 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 528c45ba-1c88-488e-b948-81bea0376d92 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Reflexion: Language agents with verbal reinforcement learning
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db902924-6055-4222-ad1b-bf74c0ca243c · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Russell and Peter Norvig
Reference 59
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.
Observation 3b788c2e-7345-4ba5-9535-a00bdc02dd74 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Calibration and Correctness of Language Models for Code
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65ca597f-1d46-45d1-80e9-24ea62c1f2a9 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Agent-oriented programming
Reference 61
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.
Observation 252d2d81-efcb-4c2a-935d-fc82a6a72da3 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Hermes 3 Technical Report
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e9cfe2e-5cdf-45db-a69f-c1baf1d63a63 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization The probable error of a mean
Reference 63
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.
Observation 30f6dc59-e856-4670-8de9-5eab01aa3466 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization V oyager: An open-ended embodied agent with large language models, 2023
Reference 64
Source-reported events for the cited work
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Observation eb4722db-e0e4-4db5-bb60-5fab394f7735 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Qwq-32b: Embracing the power of reinforcement learning
Reference 65
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.
Observation 282001dc-a358-424a-941e-180541d726bf · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 962d900d-48ba-47c3-89e8-465c539b6b95 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization A survey on large language model based autonomous agents, 2023
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9b665ef-b474-4f6c-9935-95873af0170b · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Chain-of-thought prompting elicits reasoning in large language models
Reference 68
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.
Observation 57004610-1a96-4f90-90ba-44bfcdc7abcc · outbound
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
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.
Observation 67e64f24-aa9f-469b-8cf0-939bbc7d8767 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization An introduction to multiagent systems
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 566a4183-0103-476f-90c1-55ee24aaf283 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Benchmarking complex instruction- following with multiple constraints composition, 2024
Reference 71
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.
Observation bb4a968d-7e42-4279-85c8-ee5878321e50 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization The rise and potential of large language model based agents: A survey, 2023
Reference 72
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.
Observation 8eed917c-15d4-4b3b-a8f9-366c9d8d68c2 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16516ef4-d8e2-4875-a5bd-dd50f9148bd0 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Tenenbaum, Tianmin Shu, and Chuang Gan
Reference 74
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.
Observation d498c5e7-7e47-465c-9285-1c1d38711286 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization ReAct: Synergizing Reasoning and Acting in Language Models
Reference 75
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c67021c4-3dce-4b1a-8f4c-86ceb8146d31 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Agents: An open-source framework for large language model based autonomous agents, 2023
Reference 76
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.
Observation 68257361-459a-436a-9e23-e4199ae3d441 · outbound
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
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.
Observation 57fcb17b-0264-49e8-8f00-2295a88c2fc9 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Zico Kolter, and Matt Fredrikson
Reference 78
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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation faf1fd6b-af74-42fe-b4de-fdc65e234910 · outbound
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization Fine-Tuning Language Models from Human Preferences
Reference 79
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Observation d07f120e-a8e8-4a2f-89b5-5f19b6bf65ef · inbound
VATS: Exploiting Implicit Authority in Error-Path Injection via Systematic Mutation HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization
Reference 11
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