Paper Citation Record · LEDGER

DeepLook: Deeper Thinking with Lookahead

As of 8 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2607.22602.

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

pith.paper-citation-record.v1
2607.22602 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T11:32:12.716308Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3304406b-5f14-41c7-859e-c1b1abccea5d · outbound

This paper cites Deep Think with Confidence.

DeepLook: Deeper Thinking with Lookahead Deep Think with Confidence

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:08.734548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dd7e4c2-ef98-4b9b-abc9-8a4e60e5c531 · outbound

This paper cites DeepPrune: Parallel Scaling without Inter-trace Redundancy.

DeepLook: Deeper Thinking with Lookahead DeepPrune: Parallel Scaling without Inter-trace Redundancy

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:08.912730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8410cb8a-40bb-4740-bc50-5b22074b9119 · outbound

This paper cites Non-myopic Generation of Language Models for Reasoning and Planning.

DeepLook: Deeper Thinking with Lookahead Non-myopic Generation of Language Models for Reasoning and Planning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:09.068904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cf4dcce-a3b4-4033-8d65-325d62e1c41d · outbound

This paper cites $\phi$-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation.

DeepLook: Deeper Thinking with Lookahead $\phi$-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-08-02T11:33:21.838443Z

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 7490702c-1e9b-4acb-b52e-1c7ce2f6fe80 · outbound

This paper cites 2025 , eprint =.

DeepLook: Deeper Thinking with Lookahead 2025 , eprint =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:09.344511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12abafd5-c8a9-43c0-9d5a-8109118b41a0 · outbound

This paper cites 2026 , eprint =.

DeepLook: Deeper Thinking with Lookahead 2026 , eprint =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:09.499853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a541a8d-403d-4afe-a852-fb88f0d47e6c · outbound

This paper cites 2026 , eprint =.

DeepLook: Deeper Thinking with Lookahead 2026 , eprint =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:09.611439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d68a84-2da2-4a72-8ec6-bfda5a1e31b7 · outbound

This paper cites Qwen3 Technical Report.

DeepLook: Deeper Thinking with Lookahead Qwen3 Technical Report

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:09.732653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b4d5b9a-b359-4b40-9d63-e6cf473061b9 · outbound

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

DeepLook: Deeper Thinking with Lookahead DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:09.836379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation addea37d-373d-4e3e-a43d-c78ba67ed8ed · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

DeepLook: Deeper Thinking with Lookahead gpt-oss-120b & gpt-oss-20b Model Card

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:09.955436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b38dd8a-6c7e-4432-b367-9f4e5397648a · outbound

This paper cites Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems.

DeepLook: Deeper Thinking with Lookahead Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:10.068780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65e0338d-9362-4865-ba06-d279d0045565 · outbound

This paper cites 2024 , eprint =.

DeepLook: Deeper Thinking with Lookahead 2024 , eprint =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:10.168101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2a2a795-87d5-43de-ba4a-dd3cf75d9851 · outbound

This paper cites 2025 , eprint =.

DeepLook: Deeper Thinking with Lookahead 2025 , eprint =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:10.274100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a57551e2-a045-4eec-a90e-e0f5f6c608c4 · outbound

This paper cites 2025 , eprint =.

DeepLook: Deeper Thinking with Lookahead 2025 , eprint =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:10.338121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a51cbfb-1e6d-4178-9772-8408a14775dc · outbound

This paper cites 2025 , eprint =.

DeepLook: Deeper Thinking with Lookahead 2025 , eprint =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:10.448677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12933535-9a10-4a31-b980-5bca7266a891 · outbound

This paper cites 2025 , eprint =.

DeepLook: Deeper Thinking with Lookahead 2025 , eprint =

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:10.565778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f30a0c1-79c9-4fd1-a6d2-450c1bd3d1a4 · outbound

This paper cites 2025 , eprint =.

DeepLook: Deeper Thinking with Lookahead 2025 , eprint =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:10.675338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c199e4-828a-4e22-9a52-f0b9a19ed1dc · outbound

This paper cites ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning.

DeepLook: Deeper Thinking with Lookahead ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:10.762124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df7b949c-dd2d-4db7-8711-c787a309460c · outbound

This paper cites TokenSkip: Controllable Chain-of-Thought Compression in.

DeepLook: Deeper Thinking with Lookahead TokenSkip: Controllable Chain-of-Thought Compression in

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:10.886821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab87ea34-ddca-4c16-99ea-e91f58e1e7cf · outbound

This paper cites 2025 , eprint =.

DeepLook: Deeper Thinking with Lookahead 2025 , eprint =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:10.979437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cfeebb0-f9dd-44f3-a30a-b6c3588e01ef · outbound

This paper cites 2025 , eprint =.

DeepLook: Deeper Thinking with Lookahead 2025 , eprint =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:11.077009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c98dfdb-b0da-4337-902a-be445b3875c7 · outbound

This paper cites 2025 , eprint =.

DeepLook: Deeper Thinking with Lookahead 2025 , eprint =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:11.163968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8de78f23-8e05-4819-a49d-5ea880bc0f06 · outbound

This paper cites Large Language Models are Zero-Shot Reasoners.

DeepLook: Deeper Thinking with Lookahead Large Language Models are Zero-Shot Reasoners

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:11.260339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5eb99002-3b6d-45e8-9eec-e72f38b18d68 · outbound

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

DeepLook: Deeper Thinking with Lookahead ReAct: Synergizing Reasoning and Acting in Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:11.338353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e711cb0-77db-4dca-9b62-7d969abceee4 · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

DeepLook: Deeper Thinking with Lookahead Self-Refine: Iterative Refinement with Self-Feedback

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:11.435918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0efde75a-dc2d-4a1d-949f-9d3d48408be5 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

DeepLook: Deeper Thinking with Lookahead Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:11.505407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af10925c-2a77-426f-bd03-e0318421974e · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

DeepLook: Deeper Thinking with Lookahead Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:11.634515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27bb3d33-c32e-448e-819e-35f9644a2dbb · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

DeepLook: Deeper Thinking with Lookahead Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:11.745050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0483525-6824-4f49-9ad1-a3ac0dfeb6c5 · outbound

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

DeepLook: Deeper Thinking with Lookahead Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:11.892511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcd834b7-5b8a-411e-ab42-da7c91e148a2 · outbound

This paper cites Let's Verify Step by Step.

DeepLook: Deeper Thinking with Lookahead Let's Verify Step by Step

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:12.004184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 786d2102-bad1-4240-8c73-15e69a1df66c · outbound

This paper cites Language Models (Mostly) Know What They Know.

DeepLook: Deeper Thinking with Lookahead Language Models (Mostly) Know What They Know

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:12.171039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ceb0b69-7bca-4d85-89e4-afa159b00202 · outbound

This paper cites Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation.

DeepLook: Deeper Thinking with Lookahead Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:12.300687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d7cf539-dde8-427b-a70f-a7701dc3bcfb · outbound

This paper cites Reasoning with Language Model is Planning with World Model.

DeepLook: Deeper Thinking with Lookahead Reasoning with Language Model is Planning with World Model

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:12.427553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 071b8b69-acdc-4d68-a519-21b9c30adce2 · outbound

This paper cites Graph of Thoughts: Solving Elaborate Problems with Large Language Models.

DeepLook: Deeper Thinking with Lookahead Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:12.474420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a251a68-a97a-4ce5-b030-4a30e0f7f6c3 · outbound

This paper cites Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models.

DeepLook: Deeper Thinking with Lookahead Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:12.529986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2c918b6-9faf-4be9-9077-56bba2610485 · outbound

This paper cites Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking.

DeepLook: Deeper Thinking with Lookahead Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:12.619108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89dffa39-1203-4507-988a-72ab5b701be1 · outbound

This paper cites The pitfalls of next-token prediction.

DeepLook: Deeper Thinking with Lookahead The pitfalls of next-token prediction

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T11:32:12.716308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.