Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T18:24:19.375500Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2605.27030.
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 2026-06-29T18:24:19.375500Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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
10 of 10 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation bd1a06d3-afcd-4c97-9bbe-c101e2ee558b · outbound
Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 1
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 5e19dcc1-6c9b-46f4-b7ac-31fdba4cdb61 · outbound
Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 2
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 b74c2d78-fc98-4654-888f-7d534c0e6003 · outbound
Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling Kimi k1.5: Scaling Reinforcement Learning with LLMs
Reference 3
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 50fad4a5-553f-4400-99e8-a8807f3d0316 · outbound
Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding
Reference 4
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 36f32368-d1e0-44a0-9465-6ec04d9e217b · outbound
Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling InInternational Conference on Machine Learning (ICML), volume 235, pages 49890–49920
Reference 5
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 42aadb2a-f61b-467d-83a3-c564be5b5066 · outbound
Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?
Reference 6
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 662280be-2348-4cf2-ab12-f57a32cefeff · outbound
Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling It may help you adjust direction, notice useful relations, or avoid repeated mistakes, but it should never replace your own reasoning from the problem statement
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f36bd7d-c989-466e-a891-e138b1150b79 · outbound
Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling Treat insights as structural hypotheses rather than proven facts, and use them only after checking their conditions against the problem statement and your own derivation
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 604869fc-ebe4-4da8-8ed0-f90badeea630 · outbound
Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling Do not rely on such content unless you independently derive it
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b78937a4-f4e0-4015-ad64-3f6c8598dbe7 · outbound
Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling Unresolved cited work
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.