Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:17:57.450005Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 2 inbound Pith citation observations for arXiv:2505.22290.
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 2026-08-07T13:17:57.450005Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-10T22:46:24.057572Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T22:47:36.962956Z
27 of 27 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 26a83fa6-3f7a-499c-a575-57b26692a13c · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 81086dae-801d-44ad-ae91-43a732605d9c · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling You plan to visit relatives in Copenhagen between day 5 and day 8
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c4bf6303-996a-4ae3-8ab7-d3dea52aeb44 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation deebca31-b00d-4cc8-a670-9a5da0be5400 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1c39dee2-8e52-4ced-abd2-a7f9f2b56994 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling You only take direct flights to commute between cities
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 837f4603-ea49-446e-b544-5faeaccff883 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fe0a449f-9d4b-4065-b445-ec2523fac3c1 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 60d51d15-ff5d-43d1-a414-d2374058882e · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 90c7092f-8c56-441f-b8b9-16089ccc7388 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 372eeafc-d38f-4466-a50a-61fbee0f52c1 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9f5263c2-d63e-4ad3-867f-169941c41500 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2a42b368-e5b3-4faf-bbd2-928b008b4e61 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5eafa55a-2f88-4345-a515-fd6741d15874 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling averaging hard attention
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5977799d-2e0b-4df2-a663-7e38498c4a35 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling This capability is harnessed to search for or generate a candidate certificateu
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 783274fb-c8c8-4215-a01b-e66a9d315b2d · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling The verifier V runs in p′ V (n)time on this input
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5c4b2614-e677-4f24-bb56-fe25782c2ac3 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling The AoT-prompted TransformerMAoT is designed to explore the space of potential certificates
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d620c4bb-8232-4a26-9ce4-aaee67f6c6dd · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3f202872-fc82-4c0d-80c5-00843fa5311a · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling •Verify that this pathS AoT results inM AoT acceptingw
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8d0ee6a1-317b-4300-a586-da764b3ff4a3 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling LetNj = n + (j− 1)be the length of the sequence (inputw + j− 1preceding thought tokens) upon which thej-th token is conditioned
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a1e299d1-8135-4739-a533-88ef631cab4b · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling , k), it then needs to determine if this now-validated computational pathSAoT indeed corresponds to an acceptance ofw by MAoT
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 19477735-0b59-4867-86d7-ce3b2d821009 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling This capability is leveraged to explore the space of potential certificates and generate a candidateu
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e89b31f0-2f59-4d86-8907-762222ae8d68 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling The verifierV runs in TV (n) = O(2p′(n))time
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 07b68d7f-f391-4e9f-9fea-451dba06d0e9 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling The AoT prompting guides MAoT to find such a computational path
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5c00d534-0dc5-48d1-af06-4a9d4b6188c6 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling , sk), where k≤a (n) = O(2pA(n))
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8ef204aa-6521-405e-9259-a5b7c5e1e581 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling It deterministically simulatesM AoT step-by-step, verifying againstSAoT: Forj= 1tok: •Consider the prefix(w, s1,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4daecf29-63a8-4cad-99ad-e39a7d136b10 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Let Nj = n + (j− 1) be the sequence length at stepj
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a2369833-1396-423c-8d26-c9737371a970 · outbound
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Direct Prompting Problem Description: You are an expert at planning trips
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d789414c-45ed-4869-bb4a-a25985361114 · inbound
Adaptive Test-Time Compute Allocation with Evolving In-Context Demonstrations Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 92397945-18f4-4439-8c67-99b0c1dbb7f5 · inbound
When Does In-Context Search Help? A Sampling-Complexity Theory of Reflection-Driven Reasoning Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.