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Paper Citation Record · LEDGER

HACO: Hedged Agent Computing for Reliable LLM Systems

As of 21 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2607.19215.

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

pith.paper-citation-record.v1
2607.19215 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T13:11:03.152136Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

61 of 61 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved59
  • parse uncertain1
  • malformed identifier1
  • metadata mismatch0

External citation measurements

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Outbound references

Observation 4039edb9-5ca4-40da-9eca-def618abe4db · outbound

This paper cites Increase throughput with cross-region inference.

HACO: Hedged Agent Computing for Reliable LLM Systems Increase throughput with cross-region inference

Reference 1

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source=pdf_text observed=2026-08-01T13:10:56.306059Z digest=sha256:b8483f1554031754b0e9559cb6bf2c91c9a7d27899baf9dc20ca4cd8507b19a9

Observation ec418333-faee-4e7b-97a5-a04617aebf12 · outbound

This paper cites Geographic cross-region inference.

HACO: Hedged Agent Computing for Reliable LLM Systems Geographic cross-region inference

Reference 2

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source=pdf_text observed=2026-08-01T13:10:56.344476Z digest=sha256:f32a98d6966f9eaf3efb2e743016367df6aaab29fd7fac1cdfbdb52a45977a16

Observation a30d4128-aeae-4ee4-89eb-5b4cf71b2dea · outbound

This paper cites Regional availability - amazon bedrock.

HACO: Hedged Agent Computing for Reliable LLM Systems Regional availability - amazon bedrock

Reference 3

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source=pdf_text observed=2026-08-01T13:10:56.607247Z digest=sha256:2f958c65f3076db4ed6cdfc16627c12b1f8d9baf7f7f4026ce323dbe267d51ef

Observation 80383e43-b1a1-4c52-8954-36ec14e9375a · outbound

This paper cites Effective harnesses for long-running agents.

HACO: Hedged Agent Computing for Reliable LLM Systems Effective harnesses for long-running agents

Reference 4

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source=pdf_text observed=2026-08-01T13:10:56.714765Z digest=sha256:51cc4501d731518bd58e9f3bab50f2190a3bb3e1d475941e67fcabbf087fbfd2

Observation 4680e9cd-56e3-4bd2-b2ca-b50158c4b13e · outbound

This paper cites an unresolved cited work.

HACO: Hedged Agent Computing for Reliable LLM Systems Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-01T13:10:56.784741Z digest=sha256:7c72b5b4ffd78bcbd788e658cd4b3eebe4dfe18974cf6e292a5aaba184a1946b

Observation 58cd7b8c-d617-4c0c-bf8b-e822f9715671 · outbound

This paper cites Nist net: A linux-based network emulation tool.Computer Communication Review, 33(3):111–126, 2003.

HACO: Hedged Agent Computing for Reliable LLM Systems Nist net: A linux-based network emulation tool.Computer Communication Review, 33(3):111–126, 2003

Reference 6

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source=pdf_text observed=2026-08-01T13:10:56.835828Z digest=sha256:9ad3dbbbbeba306fef9160190b2c4c32933bca25a94c659df4d3be58d8b1abb5

Observation 3eace5e5-f3fd-43e0-bef4-56585db59686 · outbound

This paper cites A-mapreduce: Executing wide search via agentic mapreduce.arXiv preprint arXiv:2602.01331, 2026.

HACO: Hedged Agent Computing for Reliable LLM Systems A-mapreduce: Executing wide search via agentic mapreduce.arXiv preprint arXiv:2602.01331, 2026

Reference 7

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source=pdf_text observed=2026-08-01T13:10:56.905041Z digest=sha256:e0174f3fc85b3147caa14a3075c4659ed3525ebfe805a6b24775dbd59210e87a

Observation 10bd4ab8-10e6-46e3-b102-ed57e5eae8a6 · outbound

This paper cites Guiding principles for excellent generative ai architecture design, Septem- ber 2025.

HACO: Hedged Agent Computing for Reliable LLM Systems Guiding principles for excellent generative ai architecture design, Septem- ber 2025

Reference 8

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source=pdf_text observed=2026-08-01T13:10:56.975104Z digest=sha256:77c206b1e60aefb1f189e46c8d824b3ae07f68d3691e3e54318903b9167772c5

Observation 9f9a5435-cd41-4504-8629-4238bb8b6693 · outbound

This paper cites Cloudflare global network | data center locations.

HACO: Hedged Agent Computing for Reliable LLM Systems Cloudflare global network | data center locations

Reference 9

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source=pdf_text observed=2026-08-01T13:10:57.124750Z digest=sha256:ef7901c5c0779034163cf4296bbf912cfb7a337d81112d985207292261c4adde

Observation ee2a7275-f55b-4481-9716-26a742e5f8d9 · outbound

This paper cites Cloudflare workers ai overview.

HACO: Hedged Agent Computing for Reliable LLM Systems Cloudflare workers ai overview

Reference 10

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source=pdf_text observed=2026-08-01T13:10:57.244821Z digest=sha256:9deb6e81965c61a70ddf430078453fec7e1f0345fc58e146cd7b07af954fc029

Observation 0e57b8c7-37b2-4a0b-8b44-212cd8cd1f6b · outbound

This paper cites Microsoft says azure cloud computing service disrupted by fiber cuts in the red sea.

HACO: Hedged Agent Computing for Reliable LLM Systems Microsoft says azure cloud computing service disrupted by fiber cuts in the red sea

Reference 11

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source=pdf_text observed=2026-08-01T13:10:57.325701Z digest=sha256:ecd7d5b5c45607aaf0344478cb7956d3ba151fcee44fa2b1b262cf3ae6e844ee

Observation 6cf27126-432d-4384-8d9c-4e34cda20056 · outbound

This paper cites Red sea cables have been damaged, disrupting internet traffic.

HACO: Hedged Agent Computing for Reliable LLM Systems Red sea cables have been damaged, disrupting internet traffic

Reference 12

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source=pdf_text observed=2026-08-01T13:10:57.464844Z digest=sha256:492be696a2892e8892ba363b7bbbc8446edaf6a71640b7cf05b84fe471016a5a

Observation 6c35e317-8fe3-411e-a74a-e67c2c7d133e · outbound

This paper cites Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing.

HACO: Hedged Agent Computing for Reliable LLM Systems Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing

Reference 13

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source=pdf_text observed=2026-08-01T13:10:57.574431Z digest=sha256:46590a40b06902b969e782e07c82aa8dc9c9c1f7e6e27670b2817b927b225321

Observation de28a580-d957-48b2-a50a-59d2427ccf26 · outbound

This paper cites Agentswing: Adaptive parallel context management routing for long-horizon web agents.arXiv preprint arXiv:2603.27490, 2026.

HACO: Hedged Agent Computing for Reliable LLM Systems Agentswing: Adaptive parallel context management routing for long-horizon web agents.arXiv preprint arXiv:2603.27490, 2026

Reference 14

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Observation fe0b0819-4855-4bea-a20d-b07ff851933e · outbound

This paper cites Beta regression for modelling rates and proportions.

HACO: Hedged Agent Computing for Reliable LLM Systems Beta regression for modelling rates and proportions

Reference 15

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source=pdf_text observed=2026-08-01T13:10:57.884880Z digest=sha256:870fb8117a731b99918c58ac190b1498536cdd94ad7c8e66343ab0e632c88c52

Observation 6bb19f34-abe9-48aa-8d3b-b19f15329de0 · outbound

This paper cites Regions - fireworks ai docs.

HACO: Hedged Agent Computing for Reliable LLM Systems Regions - fireworks ai docs

Reference 16

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source=pdf_text observed=2026-08-01T13:10:57.955653Z digest=sha256:2310f03f3576e218034b6b8df9f1c9eb05a8945fc626a1196da61f40974bb0b6

Observation e09a32f3-43e0-4019-9766-d16ab88baefb · outbound

This paper cites Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks.

HACO: Hedged Agent Computing for Reliable LLM Systems Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks

Reference 17

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source=pdf_text observed=2026-08-01T13:10:58.131017Z digest=sha256:7484f9f506c6e4accb7f6c5c68a32dbc31666863b4620be4e286e164d18042b8

Observation 02336ac9-21ad-4e70-a7c0-a9f603b18490 · outbound

This paper cites Deployments and endpoints.

HACO: Hedged Agent Computing for Reliable LLM Systems Deployments and endpoints

Reference 18

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source=pdf_text observed=2026-08-01T13:10:58.230517Z digest=sha256:3ad9f331aa3ff00177c59ebc6761d7a1876db989ffe259fcbc0bdc74370f81d9

Observation 1b3443eb-2b7d-4db5-84f1-43100724c8e8 · outbound

This paper cites Standard paygo.

HACO: Hedged Agent Computing for Reliable LLM Systems Standard paygo

Reference 19

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Observation 3d6b4228-fafb-486b-90fc-5d93a8c6eb8a · outbound

This paper cites Kollaps: Decentralized and Dynamic Topology Emulation.

HACO: Hedged Agent Computing for Reliable LLM Systems Kollaps: Decentralized and Dynamic Topology Emulation

Reference 20

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Observation 2d4a6058-9b69-41bd-bebf-b3e2ec233127 · outbound

This paper cites Language Model Cascades: Token-level uncertainty and beyond.

HACO: Hedged Agent Computing for Reliable LLM Systems Language Model Cascades: Token-level uncertainty and beyond

Reference 21

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source=pdf_text observed=2026-08-01T13:10:58.424492Z digest=sha256:55f4c941dd4a50fdae0028d2f079aedf12787b4a267cde4a2fc8b9ef409ca447

Observation 4d9a3d53-057b-46c0-8137-08cb5b6657b6 · outbound

This paper cites LLM-based multi-agent systems for software engineering: Literature review, vision, and the road ahead.ACM Transactions on Software Engineering and Methodology, 34(5):1–30, 2025.

HACO: Hedged Agent Computing for Reliable LLM Systems LLM-based multi-agent systems for software engineering: Literature review, vision, and the road ahead.ACM Transactions on Software Engineering and Methodology, 34(5):1–30, 2025

Reference 22

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source=pdf_text observed=2026-08-01T13:10:58.505652Z digest=sha256:49698626ed4cdfeca0a194ddaa5f8be756ada06fa3146e6a17daa7fa4c8df102

Observation b452b921-355f-417e-ac0a-3c9e7d8d93f6 · outbound

This paper cites Linux Network Emulator (NetEm).

HACO: Hedged Agent Computing for Reliable LLM Systems Linux Network Emulator (NetEm)

Reference 23

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source=pdf_text observed=2026-08-01T13:10:58.627207Z digest=sha256:c224fe54e9f7593a923e19cc4b42a77ae3a722dac24e920b470a5ca9d00632c4

Observation 166123ac-072d-442c-8297-2e6e2f81d515 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

HACO: Hedged Agent Computing for Reliable LLM Systems MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 24

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Observation 65ff48cb-4f30-41e9-a089-6a7ffbdfbca3 · outbound

This paper cites Infiagent-dabench: Evaluating agents on data analysis tasks.

HACO: Hedged Agent Computing for Reliable LLM Systems Infiagent-dabench: Evaluating agents on data analysis tasks

Reference 25

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source=pdf_text observed=2026-08-01T13:10:58.888239Z digest=sha256:2910e2b683da06f96023a8b229beb6e2edb24e1bd6c7709af527244c4cd02f80

Observation 84fe4562-b79c-4a38-a339-a776b79ced88 · outbound

This paper cites RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs.

HACO: Hedged Agent Computing for Reliable LLM Systems RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs

Reference 26

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Observation cf52549b-fa07-45a5-8848-4d78e7024650 · outbound

This paper cites LLM-blender: Ensembling large language models with pairwise ranking and generative fusion.

HACO: Hedged Agent Computing for Reliable LLM Systems LLM-blender: Ensembling large language models with pairwise ranking and generative fusion

Reference 27

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Observation e090e7e7-0b02-4e7d-82d8-e8a336cf966a · outbound

This paper cites Dsbench: How far are data science agents from becoming data science experts? InInternational Conference on Learning Representations, 2025.

HACO: Hedged Agent Computing for Reliable LLM Systems Dsbench: How far are data science agents from becoming data science experts? InInternational Conference on Learning Representations, 2025

Reference 28

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Observation 37b4047c-42b6-411e-8f8d-98dc31046f6e · outbound

This paper cites Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers.

HACO: Hedged Agent Computing for Reliable LLM Systems Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers

Reference 29

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Observation b5cd2820-4969-4270-97ef-1342d3f876fd · outbound

This paper cites Efficient memory management for large language model serving with PagedAttention.

HACO: Hedged Agent Computing for Reliable LLM Systems Efficient memory management for large language model serving with PagedAttention

Reference 30

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Observation 8cac5b9f-8fd1-4683-922f-3145d0c4fe6a · outbound

This paper cites Auto routing - litellm.

HACO: Hedged Agent Computing for Reliable LLM Systems Auto routing - litellm

Reference 31

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Observation 8a3f8cfd-f1e1-47c8-b6f8-3184f10ca7e4 · outbound

This paper cites Beta-lr: Interpretable logical reasoning based on beta distribution.

HACO: Hedged Agent Computing for Reliable LLM Systems Beta-lr: Interpretable logical reasoning based on beta distribution

Reference 32

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Observation 119cd40c-f385-4b3f-9f61-251455355047 · outbound

This paper cites A Survey of Context Engineering for Large Language Models.

HACO: Hedged Agent Computing for Reliable LLM Systems A Survey of Context Engineering for Large Language Models

Reference 33

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Observation b8c91cd6-02f0-411b-9429-747114696049 · outbound

This paper cites Understanding deployment types in microsoft foundry models.

HACO: Hedged Agent Computing for Reliable LLM Systems Understanding deployment types in microsoft foundry models

Reference 34

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Observation be209c54-30a9-42c3-8bc6-6c35a2f2b1b0 · outbound

This paper cites Post incident review: Thermal event impacting multiple services – west europe.

HACO: Hedged Agent Computing for Reliable LLM Systems Post incident review: Thermal event impacting multiple services – west europe

Reference 35

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Observation da0ef5a7-355b-4c76-bb41-2cd973d6ad0a · outbound

This paper cites RouteLLM: Learning to Route LLMs with Preference Data.

HACO: Hedged Agent Computing for Reliable LLM Systems RouteLLM: Learning to Route LLMs with Preference Data

Reference 36

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Observation 2897c0da-7c60-4083-8aa4-07870b9436c9 · outbound

This paper cites Data controls in the openai platform.

HACO: Hedged Agent Computing for Reliable LLM Systems Data controls in the openai platform

Reference 37

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Observation f31e845a-fb7b-4efe-b55b-56826fea8c69 · outbound

This paper cites Intelligent multi-provider request routing.

HACO: Hedged Agent Computing for Reliable LLM Systems Intelligent multi-provider request routing

Reference 38

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source=pdf_text observed=2026-08-01T13:11:00.280813Z digest=sha256:165902b13b919a209ca0787f0eade9c2e4c6fb305cce0cc9d6f82033c8390262

Observation ffaddac8-afd5-4afe-b2ef-4a330226400b · outbound

This paper cites Openrouter quickstart guide.

HACO: Hedged Agent Computing for Reliable LLM Systems Openrouter quickstart guide

Reference 39

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source=pdf_text observed=2026-08-01T13:11:00.423345Z digest=sha256:f94662e683f3ebb14a211c80ad009175b0657f8da1db4f93d57ac3b5ea19ad34

Observation 6ea6614f-b37d-4759-83b7-639d62faed37 · outbound

This paper cites Fallbacks - portkey docs.

HACO: Hedged Agent Computing for Reliable LLM Systems Fallbacks - portkey docs

Reference 40

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source=pdf_text observed=2026-08-01T13:11:00.647051Z digest=sha256:8c4b112b9efd33e27bc32a415f6c658f82704e1ddcc478e3674d0d76a919cde3

Observation 927f9d29-4150-47bf-9b3b-2b0eed6bcf25 · outbound

This paper cites an unresolved cited work.

HACO: Hedged Agent Computing for Reliable LLM Systems Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-01T13:11:00.585908Z digest=sha256:4fd5ea1d6c3d93e0021502977161bcd2ca28dbd31fcad1aee42176365fb3926e

Observation 64ce7e26-52c4-4ebd-a2d0-bde4aad3d081 · outbound

This paper cites Tool learning with large language models: A survey.Frontiers of Computer Science, 19(8):198343, 2025.

HACO: Hedged Agent Computing for Reliable LLM Systems Tool learning with large language models: A survey.Frontiers of Computer Science, 19(8):198343, 2025

Reference 42

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source=pdf_text observed=2026-08-01T13:11:00.787297Z digest=sha256:736e72d232973701fd490fc30121f82d6c1dea5636325cccf6f122f21229d8ed

Observation 0709ebbc-ce86-420a-bf61-559909094320 · outbound

This paper cites ChatDev: Communicative Agents for Software Development.

HACO: Hedged Agent Computing for Reliable LLM Systems ChatDev: Communicative Agents for Software Development

Reference 43

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source=pdf_text observed=2026-08-01T13:11:00.729824Z digest=sha256:bd376e3a160a14dc03bf4d553522c0c9cfb7a8d9658582b3dc1ff4101d9963ad

Observation 1f602b0a-168c-45c2-a3b6-5884b7259a82 · outbound

This paper cites The logarith- mic nature of qoe and the role of the weber-fechner law in qoe assessment.

HACO: Hedged Agent Computing for Reliable LLM Systems The logarith- mic nature of qoe and the role of the weber-fechner law in qoe assessment

Reference 44

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source=pdf_text observed=2026-08-01T13:11:01.051945Z digest=sha256:d2fdb502a47c274522c489659d3ace3426dba8ad2c65c1be741cdfa4f9c76d39

Observation 40f43281-adaa-4d0b-a78a-e92df71f8a88 · outbound

This paper cites Trism for agentic Trism: A review of trust, risk, and security management in LLM-based agentic multi-agent systems.AI Open, 2026.

HACO: Hedged Agent Computing for Reliable LLM Systems Trism for agentic Trism: A review of trust, risk, and security management in LLM-based agentic multi-agent systems.AI Open, 2026

Reference 45

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source=pdf_text observed=2026-08-01T13:11:00.898975Z digest=sha256:b455b76f9994bfbad40699b9a857c1683b7a974f01a312e352c5d48c13cf9805

Observation 4ca21844-42b5-419c-be25-8a0ca1ec4e4e · outbound

This paper cites SLoRA: Scalable serving of thousands of LoRA adapters.Proceedings of Machine Learning and Systems, 6:296–311, 2024.

HACO: Hedged Agent Computing for Reliable LLM Systems SLoRA: Scalable serving of thousands of LoRA adapters.Proceedings of Machine Learning and Systems, 6:296–311, 2024

Reference 46

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source=pdf_text observed=2026-08-01T13:11:01.348137Z digest=sha256:ab5ca19d0ee5cf040e7546f179bef8b6d12d26f280a0a84fb44528af537a1557

Observation a8f66bfb-91af-4d52-9134-939d935d3ea9 · outbound

This paper cites The importance of agent harness in 2026.

HACO: Hedged Agent Computing for Reliable LLM Systems The importance of agent harness in 2026

Reference 47

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source=pdf_text observed=2026-08-01T13:11:01.183956Z digest=sha256:40f5c050019af48746626bd0473ed32e2af3d86ccb7a81a4052b9b99bb3ba526

Observation 3948b594-400a-451e-a221-b1ad63f2062d · outbound

This paper cites an unresolved cited work.

HACO: Hedged Agent Computing for Reliable LLM Systems Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-01T13:11:01.538116Z digest=sha256:408bf01e0079aa4b404068080b085eca7fe018ff901f3ea5be19ee921cc213bc

Observation 513f55ed-ff91-4a04-a4bf-68bd9f6301bf · outbound

This paper cites Causal LLMs routing: End-to-end regret minimization from observational data.arXiv preprint arXiv:2505.16037, 2025.

HACO: Hedged Agent Computing for Reliable LLM Systems Causal LLMs routing: End-to-end regret minimization from observational data.arXiv preprint arXiv:2505.16037, 2025

Reference 49

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source=pdf_text observed=2026-08-01T13:11:01.444938Z digest=sha256:4011ea4a111808733214f1629fc761ba3996a339e1a53748c9b17f9a495baaec

Observation cd97d821-dcd1-4507-b7d4-18fc60d9ff4f · outbound

This paper cites Autogen: Enabling next-gen llm applications via multi-agent conversations.

HACO: Hedged Agent Computing for Reliable LLM Systems Autogen: Enabling next-gen llm applications via multi-agent conversations

Reference 50

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source=pdf_text observed=2026-08-01T13:11:01.765977Z digest=sha256:fd80abba84dfc1cc8b68c3c59297018ec59c26c16e04e417e86dbe1c5ac0cde0

Observation 49eede37-04cc-440e-9dc1-0ee7d066b2b2 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

HACO: Hedged Agent Computing for Reliable LLM Systems Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 51

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source=pdf_text observed=2026-08-01T13:11:01.675813Z digest=sha256:2e196fd22acfbd5db8ffd129a120b0e9959a6916cec152b27dbfc5544a73a3cd

Observation 49216bd8-5a66-4b4c-8d07-fcbee99256a1 · outbound

This paper cites Understanding agent scaling in llm-based multi-agent systems via diversity.arXiv preprint arXiv:2602.03794, 2026.

HACO: Hedged Agent Computing for Reliable LLM Systems Understanding agent scaling in llm-based multi-agent systems via diversity.arXiv preprint arXiv:2602.03794, 2026

Reference 52

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source=pdf_text observed=2026-08-01T13:11:02.045675Z digest=sha256:2713e175b67628e4633c9574076ce17547e5745701fe8b3b48e510aff8bea505

Observation 43836bf5-2017-43fa-8e73-98a58fd47e6d · outbound

This paper cites Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems.

HACO: Hedged Agent Computing for Reliable LLM Systems Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems

Reference 53

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source=pdf_text observed=2026-08-01T13:11:01.953279Z digest=sha256:325a0941dfda288c7240f26463ba7f2b0cd78f5f57d84ba2ae6ee18b21063919

Observation 973821ae-4ecb-4b7b-8f9b-05cb80769e70 · outbound

This paper cites Datawiseagent: A notebook-centric llm agent framework for automated data science.arXiv preprint arXiv:2503.07044, 2025.

HACO: Hedged Agent Computing for Reliable LLM Systems Datawiseagent: A notebook-centric llm agent framework for automated data science.arXiv preprint arXiv:2503.07044, 2025

Reference 54

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source=pdf_text observed=2026-08-01T13:11:02.262598Z digest=sha256:dd1478b186e97ad2f838ad9d5db8905114dcd2dcef319f30f09023961b9c3d5b

Observation bc853268-7697-4346-9ae9-60fa95503820 · outbound

This paper cites Matplotagent: Method and evaluation for llm-based agentic scientific data visualization.

HACO: Hedged Agent Computing for Reliable LLM Systems Matplotagent: Method and evaluation for llm-based agentic scientific data visualization

Reference 55

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source=pdf_text observed=2026-08-01T13:11:02.167494Z digest=sha256:271ea81a3dd6a83cebc92d4dc983ff6ca259152dd04090fe3341a6c8b453ddc2

Observation e485db7c-db74-42e5-b5ba-454a89d5e38d · outbound

This paper cites Efficient contextual LLM cascades through budget-constrained policy learning.Advances in Neural Information Processing Systems, 37:91691–91722, 2024.

HACO: Hedged Agent Computing for Reliable LLM Systems Efficient contextual LLM cascades through budget-constrained policy learning.Advances in Neural Information Processing Systems, 37:91691–91722, 2024

Reference 56

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source=pdf_text observed=2026-08-01T13:11:02.533994Z digest=sha256:dd556d2d7a78a961377d32e63ddcb87bdce288cbaf479e37aa8ef6426561ba6b

Observation 7ef6c68d-2314-4cae-ab4f-1cefe6c15f45 · outbound

This paper cites Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning.

HACO: Hedged Agent Computing for Reliable LLM Systems Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning

Reference 57

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source=pdf_text observed=2026-08-01T13:11:02.437028Z digest=sha256:1a51c526f56d5ef0078e96f4b983a3bf3074d36aa9abd42c0dcbaf3d3185862d

Observation d2d495f1-dea8-48bd-b550-5666a533e349 · outbound

This paper cites {DistServe}: Disaggregating prefill and decoding for goodput-optimized large language model serving.

HACO: Hedged Agent Computing for Reliable LLM Systems {DistServe}: Disaggregating prefill and decoding for goodput-optimized large language model serving

Reference 58

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source=pdf_text observed=2026-08-01T13:11:02.833339Z digest=sha256:36ac210db63abc178428137baa989716a78d2c91d8371a19b12321bacd21b165

Observation 38641503-59cf-41b5-940b-3ef3d03e52d4 · outbound

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

HACO: Hedged Agent Computing for Reliable LLM Systems A survey on the memory mechanism of large language model-based agents

Reference 59

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source=pdf_text observed=2026-08-01T13:11:02.685108Z digest=sha256:23fc5ce3bce24bf005b30386e01a04275ca59b8ef15a5ac7bf356a13d023a8cc

Observation 7180bf57-5a98-4094-8ad6-e3d5ad4339c5 · outbound

This paper cites an unresolved cited work.

HACO: Hedged Agent Computing for Reliable LLM Systems Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-01T13:11:02.964156Z digest=sha256:d1598080353287d5459eda266dc66d277a378ee8bbb7c90b56840719ece8b6b8

Observation 9b83837a-3ba0-4224-b933-934e549b32c8 · outbound

This paper cites Avg. Score.

HACO: Hedged Agent Computing for Reliable LLM Systems Avg. Score

Reference 62

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no resolver link, observed 2026-08-01T13:11:03.152136Z

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source=pdf_text observed=2026-08-01T13:11:03.152136Z digest=sha256:1201326bc62b8fd1d265ac4ca0a6427957dd8372703de21b2c20032b7a834033

Pith citing papers

No inbound Pith citation observations are available.