Paper Citation Record · LEDGER

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications

As of 22 August 2026, this Paper Citation Record lists 100 of 112 outbound references and 7 inbound Pith citation observations for arXiv:2508.16279.

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

pith.paper-citation-record.v1
2508.16279 v1

Coverage vector

measured 100 of 112 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:26:29.039397Z

measured 107 of 107 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:19:54.458093Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T14:26:20.366818Z

Reference resolution

100 of 112 outbound references displayed

verified exact1
verified fuzzy13
unresolved86
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8e05bd7b-beb4-4ef3-8af6-2a89f970fd0d · outbound

This paper cites Phi-4 Technical Report.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Phi-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.768630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dff62130-0760-4670-968d-db294d8359f1 · outbound

This paper cites AIME problems and solutions, 2025.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications AIME problems and solutions, 2025

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.772329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40400c20-6de3-4b5c-86f2-38b475b3d1b2 · outbound

This paper cites GQA : Training generalized multi-query Transformer models from multi-head checkpoints.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications GQA : Training generalized multi-query Transformer models from multi-head checkpoints

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.774971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d071a68f-2b93-45db-8039-30194ed9fe5c · outbound

This paper cites Training-Free Long-Context Scaling of Large Language Models.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Training-Free Long-Context Scaling of Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.777829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c7e76b5-56a8-45a8-a5b3-39c66166bfc0 · outbound

This paper cites Claude 3.7 Sonnet , 2025.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Claude 3.7 Sonnet , 2025

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.780744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37aae8b1-e57b-4837-870e-d64f8f86a0c2 · outbound

This paper cites Program Synthesis with Large Language Models.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Program Synthesis with Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.783455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25ecf9d7-4be4-4261-9fef-16ac3c706391 · outbound

This paper cites Qwen Technical Report.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Qwen Technical Report

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.786321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c42af3d8-6769-4586-9201-60c066eefc71 · outbound

This paper cites Qwen2.5-VL Technical Report.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Qwen2.5-VL Technical Report

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.789135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b0a24ad-03f2-4b3a-995b-dd68e180a1cd · outbound

This paper cites The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.791709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6557676f-4c23-412a-b66b-3054b0a17bd6 · outbound

This paper cites an unresolved cited work.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.794425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8febf2ef-7dfa-4c06-aced-60e7ba7b5675 · outbound

This paper cites Feldman, Arjun Guha, Michael Greenberg, and Abhinav Jangda.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Feldman, Arjun Guha, Michael Greenberg, and Abhinav Jangda

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.796774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da76c7a2-e274-431b-9171-95ad615707c6 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Evaluating Large Language Models Trained on Code

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.801782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eb3a6e1-941f-4eae-b4cc-2eb115aef340 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Training Verifiers to Solve Math Word Problems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.804611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d27a18-6633-4ef7-a2f5-d9f86d6931ae · outbound

This paper cites DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.807085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd47e148-5a65-41ef-be6e-a161eefaa786 · outbound

This paper cites Dauphin, Angela Fan, Michael Auli, and David Grangier.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Dauphin, Angela Fan, Michael Auli, and David Grangier

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.809662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa25e111-3141-48cb-8722-66f4acdd2256 · outbound

This paper cites Gemini 2.5, 2025.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Gemini 2.5, 2025

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.812054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52dc9f10-497b-4f8e-be96-ebedeaa82839 · outbound

This paper cites an unresolved cited work.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.814805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 830b127b-a86f-4304-abc2-20ac045c6351 · outbound

This paper cites SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.817462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 224dfada-2dce-42e7-b02d-d8eaa21b63fd · outbound

This paper cites The Llama 3 Herd of Models.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications The Llama 3 Herd of Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.819900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20364c03-6812-40b0-a322-477384ea3c35 · outbound

This paper cites DoGE: Domain Reweighting with Generalization Estimation.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications DoGE: Domain Reweighting with Generalization Estimation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.822567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28221249-82a3-49e3-866f-6d6e97f7c153 · outbound

This paper cites Are We Done with MMLU?.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Are We Done with MMLU?

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.825227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fc607c8-af16-41ee-86d1-5b7b190ffcc5 · outbound

This paper cites CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.827686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69445bf0-46cb-4579-a268-3758aafc5e01 · outbound

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

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.830755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd7fe4ae-66b5-49da-9188-119d91e55c32 · outbound

This paper cites Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.833271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 772bec95-e477-4abe-b9b0-1132330b636f · outbound

This paper cites Measuring massive multitask language understanding.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Measuring massive multitask language understanding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.836198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0eac664-705a-439b-9484-6a6b4f158fb1 · outbound

This paper cites Measuring mathematical problem solving with the MATH dataset.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Measuring mathematical problem solving with the MATH dataset

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.838493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e4b150b-8abe-431f-a37a-beaac3f253e9 · outbound

This paper cites RULER: What's the Real Context Size of Your Long-Context Language Models?.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.840842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ab62e4b-c4a1-4752-8a57-8e9307c28c03 · outbound

This paper cites C-Eval : A multi-level multi-discipline chinese evaluation suite for foundation models.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications C-Eval : A multi-level multi-discipline chinese evaluation suite for foundation models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.843784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dc75e63-3ae1-4b02-bb12-8d21241bc9d7 · outbound

This paper cites Qwen2.5-Coder Technical Report.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Qwen2.5-Coder Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.846213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7326a8f-e012-4e5c-b1ce-03afd492e6a4 · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.848644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ffe31c9-3ff4-41e9-ab28-4aa06d293bdc · outbound

This paper cites Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.851184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ee4cf91-1a61-42ff-872a-f17f44d38a15 · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.853709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3380379-0506-48ba-9177-c8d8ce45a15f · outbound

This paper cites From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.856292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40ce6b95-48d0-4c9d-a7e3-4a0d331d3b82 · outbound

This paper cites Let's Verify Step by Step.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Let's Verify Step by Step

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.858832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7555d3b4-507f-4833-aa9b-f9b872122a48 · outbound

This paper cites ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.861283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 340536c0-265f-4a59-97e9-8716b49de779 · outbound

This paper cites DeepSeek-V3 Technical Report.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications DeepSeek-V3 Technical Report

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.864090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 290c48d0-ae9e-49c0-a4b4-dcab074617c7 · outbound

This paper cites Is your code generated by ChatGPT really correct? Rigorous evaluation of large language models for code generation.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Is your code generated by ChatGPT really correct? Rigorous evaluation of large language models for code generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.866749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bda43eb4-f6df-4626-93f4-dc5b44e1885f · outbound

This paper cites RegMix: Data Mixture as Regression for Language Model Pre-training.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications RegMix: Data Mixture as Regression for Language Model Pre-training

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.869221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09e90af4-6a09-44df-80c5-dfea3a39aa04 · outbound

This paper cites AlignBench: Benchmarking Chinese Alignment of Large Language Models.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications AlignBench: Benchmarking Chinese Alignment of Large Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.871708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 652fdccd-cb45-4f67-bbf7-db770ed03413 · outbound

This paper cites The Llama 4 herd: The beginning of a new era of natively multimodal AI innovation, 2025.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications The Llama 4 herd: The beginning of a new era of natively multimodal AI innovation, 2025

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.874543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a1c1bbc-9aae-4e0f-969e-4cb3fbd95313 · outbound

This paper cites Hello GPT-4o , 2024.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Hello GPT-4o , 2024

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.877050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca1d1932-0b9f-4a0e-86aa-cc4b8574c6eb · outbound

This paper cites Multilingual massive multitask language understanding, 2024.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Multilingual massive multitask language understanding, 2024

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.879389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fe3d832-4fae-4f2e-9e4a-edd57c61645f · outbound

This paper cites Learning to reason with LLMs , 2024.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Learning to reason with LLMs , 2024

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.881862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bd3b50a-554a-4d1c-88bc-56580e4548af · outbound

This paper cites Introducing openai o3 and o4-mini, 2025.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Introducing openai o3 and o4-mini, 2025

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.884378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2401016-accd-497e-8095-3929c0531f20 · outbound

This paper cites an unresolved cited work.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.886772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4423da1-41d7-42a5-a356-4e8ea8d77f3d · outbound

This paper cites YaRN: Efficient Context Window Extension of Large Language Models.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications YaRN: Efficient Context Window Extension of Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.889119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a55a3517-79b9-4275-87dd-907dd808aa42 · outbound

This paper cites Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.891630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed960569-c49f-4db2-8a2c-55242f2ee0fc · outbound

This paper cites CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.894359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 189e6e92-ec9e-495a-8a47-92d7ec792e0e · outbound

This paper cites QwQ : Reflect deeply on the boundaries of the unknown, November 2024.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications QwQ : Reflect deeply on the boundaries of the unknown, November 2024

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.896953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6352fad-c347-4200-a8be-19fd57688ad7 · outbound

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

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications QwQ-32B : Embracing the power of reinforcement learning, March 2025

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.899323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33d7cecb-7614-4a71-bf46-8dd5f5e564b2 · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.901705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19f3a106-cf57-426b-a8e0-9136fda2d405 · outbound

This paper cites INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.904526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89f5801f-8b95-4409-808a-c1dbf2855a54 · outbound

This paper cites Neural machine translation of rare words with subword units.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Neural machine translation of rare words with subword units

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.907409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c983cd9-bff6-4293-aae8-646f6ee68e31 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.910104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f695eaa-72d0-40d2-acb8-4831673554b6 · outbound

This paper cites Language models are multilingual chain-of-thought reasoners.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Language models are multilingual chain-of-thought reasoners

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.912556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73024c1e-2092-4628-acc6-28a18a4f8dee · outbound

This paper cites Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.914942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dbbf4e2-1e23-449a-9b5b-02cc43cb5f26 · outbound

This paper cites an unresolved cited work.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.917397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fde54292-6c4b-42e8-a93c-b213e7ff9208 · outbound

This paper cites Le, Ed H.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Le, Ed H

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.919854Z

Source-reported events for the cited work

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Observation 2625fff7-773d-422d-9ac3-97acc74b58a2 · outbound

This paper cites Gemma 3 Technical Report.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Gemma 3 Technical Report

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.922172Z

Source-reported events for the cited work

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Observation 2d25d6ee-5402-46e3-ab56-132cc12dd513 · outbound

This paper cites Neural machine translation with byte-level subwords.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Neural machine translation with byte-level subwords

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.924855Z

Source-reported events for the cited work

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Observation 55c1760e-d365-456c-ae8f-c20bda0487c7 · outbound

This paper cites PolyMath : Evaluating mathematical reasoning in multilingual contexts, 2025.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications PolyMath : Evaluating mathematical reasoning in multilingual contexts, 2025

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.927144Z

Source-reported events for the cited work

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Observation d27c7d98-936a-4bea-85de-777b107ba884 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.929994Z

Source-reported events for the cited work

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Observation fc3cefe3-2c87-4dff-be25-cc108575d88f · outbound

This paper cites LiveBench: A Challenging, Contamination-Limited LLM Benchmark.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications LiveBench: A Challenging, Contamination-Limited LLM Benchmark

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.932472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f1b97fc-7d1c-4d37-909e-e516e15d32d8 · outbound

This paper cites WritingBench : A comprehensive benchmark for generative writing.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications WritingBench : A comprehensive benchmark for generative writing

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.935603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8b48c84-dbd3-453d-b48e-4663dfb4d0ac · outbound

This paper cites Grok 3 beta — the age of reasoning agents, 2025.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Grok 3 beta — the age of reasoning agents, 2025

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.937918Z

Source-reported events for the cited work

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Observation 4ada73d4-6d7f-4808-8749-c254eb23c38b · outbound

This paper cites Doremi: Optimizing data mixtures speeds up language model pretraining.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Doremi: Optimizing data mixtures speeds up language model pretraining

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.940845Z

Source-reported events for the cited work

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Observation bf315b5a-5084-4d13-88b4-86c9807bab4f · outbound

This paper cites Effective Long-Context Scaling of Foundation Models.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Effective Long-Context Scaling of Foundation Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.943342Z

Source-reported events for the cited work

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Observation 7d2998d2-d50b-4d73-bdea-59ef41b275d9 · outbound

This paper cites Patil, Ion Stoica, and Joseph E.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Patil, Ion Stoica, and Joseph E

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.946492Z

Source-reported events for the cited work

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Observation 076c515b-24c5-4549-8eb6-1523d298ed00 · outbound

This paper cites Qwen2 Technical Report.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Qwen2 Technical Report

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.948859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bff886fe-615f-487c-a190-99d513eccb6d · outbound

This paper cites Qwen2.5 Technical Report.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Qwen2.5 Technical Report

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.951868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35a154ed-6238-4c98-bb23-95f784e6a754 · outbound

This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.954633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 127d4d87-c4ea-4075-88c5-8f3364c5e43c · outbound

This paper cites P-MMEval : A parallel multilingual multitask benchmark for consistent evaluation of LLMs.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications P-MMEval : A parallel multilingual multitask benchmark for consistent evaluation of LLMs

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.957255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc5298f6-86db-404f-b72f-8240e6a913ce · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Instruction-Following Evaluation for Large Language Models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.959754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fc2dfe3-78b3-47cf-b198-f602250c3b73 · outbound

This paper cites AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.962560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c231db0-68a2-445e-8369-725af421312f · outbound

This paper cites write newline.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications write newline

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.965325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91079cf3-3bcc-4fd1-8455-893994a895e8 · outbound

This paper cites GPT-4 Technical Report.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications GPT-4 Technical Report

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.969460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 879dac9d-b926-4e23-8fdf-abaea09e9c52 · outbound

This paper cites Agno: Full-stack framework for building multi-agent systems with memory, knowledge and reasoning.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Agno: Full-stack framework for building multi-agent systems with memory, knowledge and reasoning

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.972466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5954b90c-331b-4e4b-905a-9d2a9574cc74 · outbound

This paper cites Model context protocol.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Model context protocol

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.975119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f11d3205-87f2-4ed7-a76a-ee8b34a287fc · outbound

This paper cites Claude 3.5 sonnet.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Claude 3.5 sonnet

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:26:29.845513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3ab626f5-1f00-428c-83aa-eed750ac4852 · outbound

This paper cites Arize-phoenix.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Arize-phoenix

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:26:29.836519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c6dcfa27-8b00-46fb-b40d-00b58a8a233f · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.983799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1898942b-7647-4012-9f89-0fbef54233b8 · outbound

This paper cites Enhancing tool learning in large language models with hierarchical error checklists.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Enhancing tool learning in large language models with hierarchical error checklists

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:26:29.827205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 32ddc935-9ab7-4708-a0e1-59d0828ef6f0 · outbound

This paper cites Improving factuality and reasoning in language models through multiagent debate.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Improving factuality and reasoning in language models through multiagent debate

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.989416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1137e89-1951-41e1-beb1-ea08725732ce · outbound

This paper cites A2a protocal.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications A2a protocal

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:26:29.812902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e92f8cd9-1c61-4f61-81c5-1fbdaf2a64d6 · outbound

This paper cites Metagpt: Meta programming for A multi-agent collaborative framework.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Metagpt: Meta programming for A multi-agent collaborative framework

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:26:29.803973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation afdd7829-afd3-489d-9a67-f35c6c64bdfe · outbound

This paper cites Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:28.997770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25f2c9b2-d731-4b6d-9c3c-255ca9490c80 · outbound

This paper cites OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:29.000507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df6996d7-59a3-4326-b775-6236ba553d05 · outbound

This paper cites GPT-4o System Card.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications GPT-4o System Card

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:29.003585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2a5bd3e-7339-4725-a3ec-464ffa6618e0 · outbound

This paper cites Langchain.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Langchain

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:26:29.794840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5cc72a25-9fdb-48b1-8705-baba1db0f4ef · outbound

This paper cites Langfuse.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Langfuse

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:26:29.785795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b6f4e071-8eca-4b39-b25e-4d37fdc120a2 · outbound

This paper cites KIMAs: A Configurable Knowledge Integrated Multi-Agent System.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications KIMAs: A Configurable Knowledge Integrated Multi-Agent System

Reference 91

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:26:29.172577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 22a3b088-05fc-46dd-98f5-649a0d75604a · outbound

This paper cites ToolACE: Winning the Points of LLM Function Calling.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications ToolACE: Winning the Points of LLM Function Calling

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:29.015295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a49e3a1-aa53-4f53-9078-2c94d9f86129 · outbound

This paper cites Large Language Model Agent: A Survey on Methodology, Applications and Challenges.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Large Language Model Agent: A Survey on Methodology, Applications and Challenges

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:29.018707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 487869ab-9f7d-490b-8e9e-4bedf7ba50fb · outbound

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

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications The llama 4 herd: The beginning of a new era of natively multimodal ai innovation

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:26:29.776578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3ae36d0d-40ae-4b1b-8336-af19e06d2be2 · outbound

This paper cites Playwright mcp.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Playwright mcp

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:26:29.766939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 64910036-42e2-4377-a4c8-6a1804d820da · outbound

This paper cites Ray: A distributed framework for emerging \ AI \ applications.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Ray: A distributed framework for emerging \ AI \ applications

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:26:29.756821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5a054daa-6767-4ba8-965c-fe346b19006c · outbound

This paper cites Opentelemetry.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Opentelemetry

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:26:29.746551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b8e2e246-4e89-4442-9d8d-5b9af6c3dfaf · outbound

This paper cites Very Large-Scale Multi-Agent Simulation in AgentScope.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Very Large-Scale Multi-Agent Simulation in AgentScope

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-05T17:26:29.032754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 613c164e-6e49-4c48-ae37-94e14a68e79e · outbound

This paper cites Less is more: Optimizing function calling for llm execution on edge devices.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Less is more: Optimizing function calling for llm execution on edge devices

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:26:29.737721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 226c9907-6294-45e4-82b2-39e2efe8675e · outbound

This paper cites Pydantic.

AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications Pydantic

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:26:29.728429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation c7bacaf3-817b-4a10-b69e-6324df36b2d8 · inbound

Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory cites this paper.

Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T09:19:54.458093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3977c299-a18b-4430-891f-4288bbc6d5a9 · inbound

From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company cites this paper.

From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:21:09.485779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 53867677-6f80-419b-8894-e6450b429b01 · inbound

Beyond Domains: Reusing Web Skills via Transferable Interaction Patterns cites this paper.

Beyond Domains: Reusing Web Skills via Transferable Interaction Patterns AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:48:55.513623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6c56c3ff-df09-4df5-b6d6-955ed438e836 · inbound

RIFT-Bench: Dynamic Red-teaming For Agentic AI Systems cites this paper.

RIFT-Bench: Dynamic Red-teaming For Agentic AI Systems AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T11:19:50.275843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2a91f58e-8f51-4e94-ac36-09bfab5accf5 · inbound

From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents cites this paper.

From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-07-09T14:26:20.368200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f9e6ccf2-f795-4373-9f82-70adfba0af14 · inbound

Scalable LLM Agent Tool Access in the Cloud cites this paper.

Scalable LLM Agent Tool Access in the Cloud AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T22:57:36.404692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b889d0a-35ae-465c-829a-55c625fc1aac · inbound

From Cognitive Architectures to Language Agents: A Mechanism-Level Review of Lineage, Convergence, and Migration Gaps cites this paper.

From Cognitive Architectures to Language Agents: A Mechanism-Level Review of Lineage, Convergence, and Migration Gaps AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T23:30:37.681486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.