Paper Citation Record · LEDGER

Efficient Agents: Building Effective Agents While Reducing Cost

As of 16 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 10 inbound Pith citation observations for arXiv:2508.02694.

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

pith.paper-citation-record.v1
2508.02694 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:16:58.303467Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:20:34.123572Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

52 of 52 outbound references displayed

verified exact4
verified fuzzy11
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b1c6de84-2143-4ef3-9825-475664179488 · outbound

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

Efficient Agents: Building Effective Agents While Reducing Cost AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.064545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c49bd0d1-b50e-4cad-80dc-72765f330b3f · outbound

This paper cites Agents: An open-source framework for autonomous language agents.

Efficient Agents: Building Effective Agents While Reducing Cost Agents: An open-source framework for autonomous language agents

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.070343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72e7fed2-a5a4-4dc4-a709-85be46bc6732 · outbound

This paper cites Symbolic Learning Enables Self-Evolving Agents.

Efficient Agents: Building Effective Agents While Reducing Cost Symbolic Learning Enables Self-Evolving Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.080704Z

Source-reported events for the cited work

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Observation 35b9481c-1dc8-4680-8fb2-a320e235aa2d · outbound

This paper cites RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text.

Efficient Agents: Building Effective Agents While Reducing Cost RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.086161Z

Source-reported events for the cited work

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Observation 245c372f-39bb-46e6-b179-5c83d98ab78a · outbound

This paper cites Autogpt, 2025.

Efficient Agents: Building Effective Agents While Reducing Cost Autogpt, 2025

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:16:59.077895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b694e8be-fe4b-420f-9ab8-a041fcc3c6b4 · outbound

This paper cites OAgents: An Empirical Study of Building Effective Agents.

Efficient Agents: Building Effective Agents While Reducing Cost OAgents: An Empirical Study of Building Effective Agents

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.098537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e51afc73-db0d-4739-a604-c700bdefcf3a · outbound

This paper cites Scaling Test-time Compute for LLM Agents.

Efficient Agents: Building Effective Agents While Reducing Cost Scaling Test-time Compute for LLM Agents

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.103864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d01276bd-36e6-4902-9b3b-4be705ba657f · outbound

This paper cites InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks.

Efficient Agents: Building Effective Agents While Reducing Cost InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.109651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eab47a36-5108-49ae-beb8-1e8f4c062bbb · outbound

This paper cites Os agents: A survey on mllm-based agents for computer, phone and browser use, 2024.

Efficient Agents: Building Effective Agents While Reducing Cost Os agents: A survey on mllm-based agents for computer, phone and browser use, 2024

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:16:59.064282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 141fa82c-76fe-46a3-8a59-dbb615bf89bb · outbound

This paper cites TaskCraft: Automated Generation of Agentic Tasks.

Efficient Agents: Building Effective Agents While Reducing Cost TaskCraft: Automated Generation of Agentic Tasks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.119656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 119f2067-04fe-4e9a-8239-bf72e41dfdc8 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Efficient Agents: Building Effective Agents While Reducing Cost BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.124956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c38afcbf-75ca-4607-990f-270d84a0aac2 · outbound

This paper cites GPT-4 Technical Report.

Efficient Agents: Building Effective Agents While Reducing Cost GPT-4 Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.129788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddd86d95-fd76-42a3-8895-ba930729bb9e · outbound

This paper cites Scaling Laws for Neural Language Models.

Efficient Agents: Building Effective Agents While Reducing Cost Scaling Laws for Neural Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.134472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1e34712-c198-4de5-a0f9-bc219007977f · outbound

This paper cites Training Compute-Optimal Large Language Models.

Efficient Agents: Building Effective Agents While Reducing Cost Training Compute-Optimal Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.139471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c35a3d59-8fa8-4688-949d-a590caf883a7 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Efficient Agents: Building Effective Agents While Reducing Cost DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.143527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba5bac12-4f86-4465-8d9e-69c0ebb9c4eb · outbound

This paper cites Phi-4 Technical Report.

Efficient Agents: Building Effective Agents While Reducing Cost Phi-4 Technical Report

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.147467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6abc008-498f-449c-9625-05d4e8b96f19 · outbound

This paper cites Deep research, 2025.

Efficient Agents: Building Effective Agents While Reducing Cost Deep research, 2025

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:16:59.051548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fcf53158-e3cb-43ec-8b05-b44d89cddb24 · outbound

This paper cites manus, 2025.

Efficient Agents: Building Effective Agents While Reducing Cost manus, 2025

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:16:59.037760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8b3a2c4d-1228-4689-b437-66cec67c8235 · outbound

This paper cites GAIA: a benchmark for General AI Assistants.

Efficient Agents: Building Effective Agents While Reducing Cost GAIA: a benchmark for General AI Assistants

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.159935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0f908a6-729e-4fd2-9c0b-007b44a24f13 · outbound

This paper cites Owl: Optimized workforce learning for general multi-agent assistance in real-world task automation.

Efficient Agents: Building Effective Agents While Reducing Cost Owl: Optimized workforce learning for general multi-agent assistance in real-world task automation

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:16:59.023569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 216131ad-9b9d-4eda-8693-ad89a89dfe37 · outbound

This paper cites Reasoning in token economies: Budget-aware evaluation of llm reasoning strategies.

Efficient Agents: Building Effective Agents While Reducing Cost Reasoning in token economies: Budget-aware evaluation of llm reasoning strategies

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:16:59.008353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4fbd6761-d4c5-46ba-8b40-c8076b8781b5 · outbound

This paper cites Understanding the planning of LLM agents: A survey.

Efficient Agents: Building Effective Agents While Reducing Cost Understanding the planning of LLM agents: A survey

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.177317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02a0e029-c02a-492a-9357-73a498133523 · outbound

This paper cites Tool Learning with Foundation Models.

Efficient Agents: Building Effective Agents While Reducing Cost Tool Learning with Foundation Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.181884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1784bf0-a195-4858-b015-155aa8a9e264 · outbound

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

Efficient Agents: Building Effective Agents While Reducing Cost A Survey on the Memory Mechanism of Large Language Model based Agents

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.186551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 627b279f-97fc-4ab5-8182-75d6cbf799a6 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Efficient Agents: Building Effective Agents While Reducing Cost Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.191335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e232a23-8393-42ad-8290-64327228f894 · outbound

This paper cites Cost-of-pass: An economic framework for evaluating language models.arXiv preprint arXiv:2504.13359, 2025.

Efficient Agents: Building Effective Agents While Reducing Cost Cost-of-pass: An economic framework for evaluating language models.arXiv preprint arXiv:2504.13359, 2025

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.197856Z

Source-reported events for the cited work

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Observation 395eaf69-a530-43a6-9fda-3d365a7dba81 · outbound

This paper cites OpenAI o1 System Card.

Efficient Agents: Building Effective Agents While Reducing Cost OpenAI o1 System Card

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.202892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 955a88c0-b6af-4a30-a348-9fe88eb979b4 · outbound

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

Efficient Agents: Building Effective Agents While Reducing Cost DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.207333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2870c439-478c-42ab-86a0-8b800538d400 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.Advancesin neural information processing systems, 35:24824–24837, 2022.

Efficient Agents: Building Effective Agents While Reducing Cost Chain-of-thought prompting elicits reasoning in large language models.Advancesin neural information processing systems, 35:24824–24837, 2022

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.211639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 543a3cbd-23f0-4f6e-9a5e-88c5912dc464 · outbound

This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.

Efficient Agents: Building Effective Agents While Reducing Cost Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.215941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3da4b9e0-f2fa-4f2d-925f-29c4db5ce91e · outbound

This paper cites GPT-4.1: An Advanced Multimodal AI Model, 2025.

Efficient Agents: Building Effective Agents While Reducing Cost GPT-4.1: An Advanced Multimodal AI Model, 2025

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:16:58.983814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 95d3180b-96a9-44f3-998c-5b57e812da67 · outbound

This paper cites Claude 3.7 sonnet.https://www.anthropic.com/news/claude-3-7-sonnet, February 2025.

Efficient Agents: Building Effective Agents While Reducing Cost Claude 3.7 sonnet.https://www.anthropic.com/news/claude-3-7-sonnet, February 2025

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:16:58.969758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ef45de2b-9592-4f00-848a-e4dad5ec581e · outbound

This paper cites Qwen3 Technical Report.

Efficient Agents: Building Effective Agents While Reducing Cost Qwen3 Technical Report

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.229262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf1fcb79-a814-4cd3-b864-7838d3ef0b2c · outbound

This paper cites Qwq-32b: Embracing the power of reinforcement learning, March 2025.

Efficient Agents: Building Effective Agents While Reducing Cost Qwq-32b: Embracing the power of reinforcement learning, March 2025

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.233968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bbaf369-64b0-4d6d-879f-0da2b4382ea3 · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

Efficient Agents: Building Effective Agents While Reducing Cost Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.238331Z

Source-reported events for the cited work

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Observation ce81b2be-7193-4f37-a7cf-e73ea08e7146 · outbound

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

Efficient Agents: Building Effective Agents While Reducing Cost ReAct: Synergizing Reasoning and Acting in Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.242999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d666a36-c41d-43d3-ac4c-89b8899f46a8 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

Efficient Agents: Building Effective Agents While Reducing Cost WebGPT: Browser-assisted question-answering with human feedback

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.247328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cd7cff7-e1ea-4491-8b65-d3287d89ebdb · outbound

This paper cites Memory and new controls for ChatGPT, February 2025.

Efficient Agents: Building Effective Agents While Reducing Cost Memory and new controls for ChatGPT, February 2025

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:16:58.947350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 58610bc4-4ec9-48c7-ae26-1009b634d1cd · outbound

This paper cites ‘smola- gents‘: a smol library to build great agentic systems.https://github.com/huggingface/smolagents, 2025.

Efficient Agents: Building Effective Agents While Reducing Cost ‘smola- gents‘: a smol library to build great agentic systems.https://github.com/huggingface/smolagents, 2025

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.254515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f1b34e4-deb5-4000-b553-9b6971b139b1 · outbound

This paper cites BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents.

Efficient Agents: Building Effective Agents While Reducing Cost BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.258010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68a3f535-3752-4601-beaa-738a8ee61a4b · outbound

This paper cites BERT-of-theseus: Compressing BERT by progressive module replacing.

Efficient Agents: Building Effective Agents While Reducing Cost BERT-of-theseus: Compressing BERT by progressive module replacing

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:16:58.923018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 67cdbe11-cb30-4a97-bd01-c5115aaa2464 · outbound

This paper cites Bert loses patience: Fast and robust inference with early exit.

Efficient Agents: Building Effective Agents While Reducing Cost Bert loses patience: Fast and robust inference with early exit

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:16:58.907908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4ebe68c4-db2f-4b98-8ed1-93eb4db4495d · outbound

This paper cites Beyond preserved accuracy: Evaluating loyalty and robustness of BERT compression.

Efficient Agents: Building Effective Agents While Reducing Cost Beyond preserved accuracy: Evaluating loyalty and robustness of BERT compression

Reference 44

Resolution: verified exact; doi, observed 2026-08-15T18:16:58.380294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 65f0acbd-07e4-4ce9-9c22-81a2568a4dd0 · outbound

This paper cites BERT learns to teach: Knowledge distillation with meta learning.

Efficient Agents: Building Effective Agents While Reducing Cost BERT learns to teach: Knowledge distillation with meta learning

Reference 45

Resolution: verified exact; doi, observed 2026-08-15T18:16:58.365836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1de31b83-f3f1-4636-b0c6-22cb8cc02093 · outbound

This paper cites Modular transformers: Compressing transformers into modularized layers for flexible efficient inference.

Efficient Agents: Building Effective Agents While Reducing Cost Modular transformers: Compressing transformers into modularized layers for flexible efficient inference

Reference 46

Resolution: verified exact; doi, observed 2026-08-15T18:16:58.351476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5f717de1-4367-4b06-ba05-9f7bffc9e3b0 · outbound

This paper cites Efficient Prompting via Dynamic In-Context Learning.

Efficient Agents: Building Effective Agents While Reducing Cost Efficient Prompting via Dynamic In-Context Learning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.280793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3efa9f30-1528-4abc-8139-a68472e27094 · outbound

This paper cites EfficientVLM: Fast and accurate vision- language models via knowledge distillation and modal-adaptive pruning.

Efficient Agents: Building Effective Agents While Reducing Cost EfficientVLM: Fast and accurate vision- language models via knowledge distillation and modal-adaptive pruning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.285228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc508af9-707a-4222-bd61-1a03167d0b2c · outbound

This paper cites UORA: Uniform Orthogonal Reinitialization Adaptation in Parameter-Efficient Fine-Tuning of Large Models.

Efficient Agents: Building Effective Agents While Reducing Cost UORA: Uniform Orthogonal Reinitialization Adaptation in Parameter-Efficient Fine-Tuning of Large Models

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:16:58.441513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f4dabe0e-6496-4127-ad78-5270ca393311 · outbound

This paper cites Token-Budget-Aware LLM Reasoning.

Efficient Agents: Building Effective Agents While Reducing Cost Token-Budget-Aware LLM Reasoning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.293999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9abafcaf-a182-4be8-a291-fa83499e35d8 · outbound

This paper cites Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems.

Efficient Agents: Building Effective Agents While Reducing Cost Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.298956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d717dc8-34ff-4ff8-b3f2-4e7c772b99b4 · outbound

This paper cites BudgetMLAgent: A Cost-Effective LLM Multi-Agent system for Automating Machine Learning Tasks.

Efficient Agents: Building Effective Agents While Reducing Cost BudgetMLAgent: A Cost-Effective LLM Multi-Agent system for Automating Machine Learning Tasks

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.303467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba2a56ad-4dff-4dd2-9986-a441b07a1c66 · outbound

This paper cites Agents: An Open-source Framework for Autonomous Language Agents.

Efficient Agents: Building Effective Agents While Reducing Cost Agents: An Open-source Framework for Autonomous Language Agents

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.075242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 00cbafc7-fbbb-49d2-9310-84c4d4f3c30a · inbound

A Completely Blind Channel Estimation Technique for OFDM Using Constellation Splitting cites this paper.

A Completely Blind Channel Estimation Technique for OFDM Using Constellation Splitting Efficient Agents: Building Effective Agents While Reducing Cost

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T13:39:19.651533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15e1be36-1db5-4c77-8f6d-e810a380596f · inbound

Cost and Accuracy of Long-Term Memory in Distributed Multi-Agent Systems Based on Large Language Models cites this paper.

Cost and Accuracy of Long-Term Memory in Distributed Multi-Agent Systems Based on Large Language Models Efficient Agents: Building Effective Agents While Reducing Cost

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:43.526734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 615d2bef-45e0-48f5-b8c3-b834e888e3fa · inbound

Toward Efficient Agents: Memory, Tool learning, and Planning cites this paper.

Toward Efficient Agents: Memory, Tool learning, and Planning Efficient Agents: Building Effective Agents While Reducing Cost

Reference 131

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:43.157961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6590b176-c432-44d3-8323-2873ffeef6eb · inbound

CAM: A Causality-based Analysis Framework for Multi-Agent Code Generation Systems cites this paper.

CAM: A Causality-based Analysis Framework for Multi-Agent Code Generation Systems Efficient Agents: Building Effective Agents While Reducing Cost

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-03T05:31:39.790287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b24c8bc5-7fda-4400-b100-ed5f0b2c99d3 · inbound

AtlasVA: Self-Evolving Visual Skill Memory for Teacher-Free VLM Agents cites this paper.

AtlasVA: Self-Evolving Visual Skill Memory for Teacher-Free VLM Agents Efficient Agents: Building Effective Agents While Reducing Cost

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:28:14.526471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ecb9b13d-7bfc-4ce1-977e-1a4ce88af7ec · inbound

Only Ask What You Don't Know: Grounded Delta Planning for Efficient Multi-step RAG cites this paper.

Only Ask What You Don't Know: Grounded Delta Planning for Efficient Multi-step RAG Efficient Agents: Building Effective Agents While Reducing Cost

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-06-26T10:29:19.125476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e30953ae-9f0d-4278-a76f-83f8a0c3dea5 · inbound

The Hidden Footprint: Making Storage a First-Class Metric for LLM Agent Evaluation cites this paper.

The Hidden Footprint: Making Storage a First-Class Metric for LLM Agent Evaluation Efficient Agents: Building Effective Agents While Reducing Cost

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T06:42:51.420685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfccb1e8-fa75-4101-ae87-2242a2915e35 · inbound

The Hidden Footprint: Making Storage a First-Class Metric for LLM Agent Evaluation cites this paper.

The Hidden Footprint: Making Storage a First-Class Metric for LLM Agent Evaluation Efficient Agents: Building Effective Agents While Reducing Cost

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T07:03:48.070267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de640c57-3b24-4491-a3f2-0bb12763c00a · inbound

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review cites this paper.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Efficient Agents: Building Effective Agents While Reducing Cost

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T20:08:14.360069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1f82af4-fe5a-44ba-981f-c70933b87a57 · inbound

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review cites this paper.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Efficient Agents: Building Effective Agents While Reducing Cost

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-14T04:20:34.123572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.