Paper Citation Record · LEDGER

INTELLECT-2: A Reasoning Model Trained Through Globally Decentralized Reinforcement Learning

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2505.07291.

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

pith.paper-citation-record.v1
2505.07291 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:07:40.332763Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T20:56:13.377646Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a9bb1a91-530b-4c64-91dc-330177927b5a · inbound

AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning cites this paper.

AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning INTELLECT-2: A Reasoning Model Trained Through Globally Decentralized Reinforcement Learning

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-15T14:24:22.057134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9a41612c-a9b6-4dce-bfc5-837b41a51cb8 · inbound

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search cites this paper.

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search INTELLECT-2: A Reasoning Model Trained Through Globally Decentralized Reinforcement Learning

Reference 200

Resolution: unresolved; no resolver link, observed 2026-08-07T05:07:40.332763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8421379f-61e6-4d87-86cd-a33c9be4cd00 · inbound

ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning cites this paper.

ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning INTELLECT-2: A Reasoning Model Trained Through Globally Decentralized Reinforcement Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T05:32:41.992143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c23806df-8fb5-41bb-9e60-f794d55cee6b · inbound

Beyond Variance: Prompt-Efficient RLVR via Rare-Event Amplification and Bidirectional Pairing cites this paper.

Beyond Variance: Prompt-Efficient RLVR via Rare-Event Amplification and Bidirectional Pairing INTELLECT-2: A Reasoning Model Trained Through Globally Decentralized Reinforcement Learning

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:27:36.739915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 240dbc33-de94-4ae2-981d-3980c4c9e09a · inbound

PubSwap: Public-Data Off-Policy Coordination for Federated RLVR cites this paper.

PubSwap: Public-Data Off-Policy Coordination for Federated RLVR INTELLECT-2: A Reasoning Model Trained Through Globally Decentralized Reinforcement Learning

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:21:00.205866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 430ce64b-86bc-4aca-828c-846df1788d61 · inbound

Reward Hacking Benchmark: Measuring Exploits in LLM Agents with Tool Use cites this paper.

Reward Hacking Benchmark: Measuring Exploits in LLM Agents with Tool Use INTELLECT-2: A Reasoning Model Trained Through Globally Decentralized Reinforcement Learning

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:06:03.596200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cb48b45a-b076-4f0c-973f-43c13f1a3d1a · inbound

Trust Region On-Policy Distillation cites this paper.

Trust Region On-Policy Distillation INTELLECT-2: A Reasoning Model Trained Through Globally Decentralized Reinforcement Learning

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T20:56:13.379027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.