Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T12:35:01.615574Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2608.05466.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T12:35:01.615574Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4751f222-a25a-4775-b46b-4ee03e3588fc · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a15515dc-8c1d-4801-8211-13d99d0058d8 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks From language to action: a review of large language models as autonomous agents and tool users.Artificial Intelligence Review, 59(2):71, 2026
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1f10b2bb-9552-4332-8ac2-e153443340b3 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks TerminalWorld: Benchmarking Agents on Real-World Terminal Tasks
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69728056-387a-4e4b-ac2a-689ae3c85b8b · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Deepseek-v4: Towards highly efficient million-token context intelligence, 2026
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 329d895a-373f-43b2-bc37-e951ac911eee · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks SWE-Marathon: Can Agents Autonomously Complete Ultra-Long-Horizon Software Work?
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cca10a6e-b833-4eab-afb1-e89759fd8640 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks A survey on the optimization of large language model-based agents.ACM Computing Surveys, 58(9):1–37, 2026
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 884f2c83-9d4e-42a0-88c4-4096f87d5cca · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Webevolver: Enhancing web agent self-improvement with coevolving world model, 2025
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9a59c73-280f-4920-b034-b8f13c837c20 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Self-Verification Provably Prevents Model Collapse in Recursive Synthetic Training
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d14b23df-9113-4bde-b778-ec6e21c9a1a5 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Goodman, and Dimitris Papailiopoulos
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1955cd5c-6f20-423d-b1c3-8a0ef0f599f9 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Fung, Kun Wang, Linfeng Zhang, and Jing Shao
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d8e5b0c-886c-478a-893e-65510f9a7e02 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Harbor: A framework for evaluating and optimizing agents and models in container environments, 2026
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9db325c0-eb7f-493b-9c51-cc4702847e13 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Visplay: Self-evolving vision- language models from images.arXiv preprint arXiv:2511.15661, 2025
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4aec1f12-e28b-4ee8-bbee-b2ee62967581 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks V-STaR: Training Verifiers for Self-Taught Reasoners
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f74f5342-4b66-46b2-b99f-d67ac79e12a3 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks CLI-Universe: Towards Verifiable Task Synthesis Engine for Terminal Agents
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af4ea242-212d-44d3-9029-a59d4d8b53e5 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks R-Zero: Self-Evolving Reasoning LLM from Zero Data
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa3a79ee-4f6f-4370-a4d9-5e8d187c5a6b · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Tmax: A simple recipe for terminal agents
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23b7dc0e-0a83-43ea-bd7f-8a97e0d40442 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Swe-bench: Can language models resolve real-world github issues? In B
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fdbb748b-6bad-4e35-833c-65bb425646de · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Measuring AI Ability to Complete Long Software Tasks
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 070ea0a5-1f76-4730-a143-e1040b2e3955 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Self-Rewarding Vision-Language Model via Reasoning Decomposition
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1a70485-2250-434e-9bf7-99f0fa4a63ad · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Mm-zero: Self-evolving multi-model vision language models from zero data
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1b89008-24a9-40b4-bcdf-70106faf04c8 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93372bca-a708-461a-baa1-fee350f67689 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Agentbench: Evaluating llms as agents,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e3dca9b8-f0a3-480e-b867-c2049c20edd0 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a062bd9-f771-4714-abd8-d610024726b7 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks GAIA: a benchmark for General AI Assistants
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81f022bb-9ae9-45ea-860f-4044c6fe7478 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Training Software Engineering Agents and Verifiers with SWE-Gym
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bcd7778-c3ac-4d83-8b5f-e5b63395d5ea · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks LiteCoder-Terminal: Scaling Long-Horizon Terminal Environments for Learning Language Agents
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 26531a17-9801-4f31-95a4-df28cdd8236a · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks On data engineering for scaling llm terminal capabilities, 2026
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 818058ae-800e-4e9e-b1d8-8a1fc22eb194 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Self-Consistency Preference Optimization
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7e921a1-b99a-40a7-9c36-ba29a007f1c0 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks OpenThoughts-Agent: Data Recipes for Agentic Models
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7b06f98d-147b-4eea-9a8e-a5f2c6131680 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks SETA: Scaling Environments for Terminal Agents
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2689870-d8ac-4522-a585-d2f1e16e5a9b · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd7ade03-c98e-42fe-b544-e3b639fd4214 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 391e5d70-936a-475f-8192-a738308d438b · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Scaleenv: Scaling environment synthesis from scratch for generalist interactive tool-use agent training, 2026
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f75fe1db-c6c7-42d2-b504-d3ab03f32073 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Apex-agents, 2026
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59ac1581-8dd3-4cbe-bbdb-b6f08ad8e71c · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Swe-bench++: A framework for the scalable generation of software engineering benchmarks from open-source repositories, 2025
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b73eb0ae-1e24-46a0-acdd-9a924a810255 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks OpenHands: An Open Platform for AI Software Developers as Generalist Agents
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3d7f8c9-ef03-4028-bcd5-ea8e4b3244fb · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Llms as scalable, general-purpose simulators for evolving digital agent training,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 762ab5bd-7461-4c05-bec4-bd2578a0d662 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e201482-5bee-4e4a-9bb7-a9d12a250cc1 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Autowebworld: Synthesizing infinite verifiable web environments via finite state machines, 2026
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0ec4313-9275-4087-a681-702e7034aa58 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abd49d4b-6f43-44d2-8f0d-ffa3be579ecc · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38d9527c-56c1-4ec5-8657-19b07ab3dfeb · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Wizardlm: Empowering large pre-trained language models to follow complex instructions
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 729330c6-6025-42dc-83e1-522d60a49f1b · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Agent0: Unleashing self-evolving agents from zero data via tool-integrated reasoning, 2025
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9109421e-0c42-406c-98eb-dd6d0bba6352 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Self-Rewarding Language Models
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc1409e5-004c-4d77-988e-33d9195d8939 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4aaa81d3-0dd6-42cd-820f-18f95f0264c9 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 086199cf-c30f-4789-adfc-39e11916fa3d · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa4a0800-592c-458a-bb7d-a8380d0c1fbd · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1944726-6aad-4fc8-b534-cb506d1cd2e2 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Star: Bootstrapping reasoning with reasoning
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8698f68a-6fc2-4622-a271-3aa74f7735bf · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks WebArena: A Realistic Web Environment for Building Autonomous Agents
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e90da6b-1b81-43de-bc45-cbe34f63e5c0 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Self-challenging lan- guage model agents
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2e6ed6e5-ba9a-4b21-a66f-3db5c4a8ae99 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Absolute Zero: Reinforced Self-play Reasoning with Zero Data
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7ff8250-9818-4272-839f-3f0875a1336f · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks fix this bug
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eac52f9b-f66f-41ea-ad23-52aecb70d653 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Termigen: High-fidelity environment and robust trajectory synthesis for terminal agents, 2026
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65d712c6-8fd3-43e3-9b10-218b501f55c8 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7945c93a-e1b9-4e3d-8d89-b39a7815200f · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5e41e0c0-5d1b-4bbf-ac40-64942545073d · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation be9f50aa-88a0-45d5-8f78-c13f1fcab05d · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fdd1eb42-3b5a-4b8b-9bc2-755602fabd3b · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e6b5e406-e6e5-43f9-909a-3c9612176c37 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Unresolved cited work
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3440699a-1c81-49ba-8a15-b7d892117e93 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eb565eab-b642-413e-9647-dbc85a94026c · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Unresolved cited work
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 499ebf7c-6274-4ee3-bd1a-68d3c740cef9 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks until tests pass
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 83c979f1-9a6d-4b75-85fc-9a87086c735c · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks AgentBench: Evaluating LLMs as Agents
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3804f896-5336-4003-9f00-41dcb5ef1009 · outbound
Recursive Synthesis for Long-Horizon Terminal Tasks Unresolved cited work
Reference 2026
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.