Pith. sign in

Paper Citation Record · LEDGER

Decoding Task Progress from VLA Representations

As of 14 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2608.13474.

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

pith.paper-citation-record.v1
2608.13474 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T10:19:06.569339Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

44 of 44 outbound references displayed

  • verified exact2
  • verified fuzzy8
  • unresolved33
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ec3eed51-faac-44a2-b5ac-c0a8079d8d2b · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

Decoding Task Progress from VLA Representations OpenVLA: An Open-Source Vision-Language-Action Model

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.279163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.279163Z digest=sha256:cb40a6e24aa5fca2e29f8f57eb761a59651c26d66cf070a9fa7311c58dca3a29

Observation bbf85c14-febf-4869-ab72-0c83db5a63d3 · outbound

This paper cites $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization.

Decoding Task Progress from VLA Representations $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.287266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.287266Z digest=sha256:10c9be87b41cc19f3a6ff1a818296ef57701b2e7dd6bb06a63650e8ec1482bcc

Observation 097e2180-09b3-429b-ac8f-ee62b0817744 · outbound

This paper cites Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better.

Decoding Task Progress from VLA Representations Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.294730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.294730Z digest=sha256:43bf4204c7178d57c6ff46769405916b06a5c9b1e1b96c71ea1caf5d2941c161

Observation a0fe9d7d-e1e6-4d4c-830d-e23c78e1997e · outbound

This paper cites LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization.

Decoding Task Progress from VLA Representations LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.315840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.315840Z digest=sha256:7b116cc5136e1f1993d31551c143eff9cc29a8097c955379ddc418c808635e52

Observation 0725e7cd-5b6a-4e59-83b0-8e736f459a74 · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 6

Resolution
malformed identifier
no resolver link, observed 2026-08-14T10:19:06.321984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.321984Z digest=sha256:033b209dd2ed331a7b28b89ddeeb5fccb1434b79109778079dc6997a16d8c19e

Observation 74fd8ea9-2f50-45eb-abfb-5fde5dc836d0 · outbound

This paper cites Templeton, T.

Decoding Task Progress from VLA Representations Templeton, T

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:19:08.138614Z

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.

source=pdf_text observed=2026-08-14T10:19:06.327845Z digest=sha256:8e1ef868f4b9749c727eba3e896f0352136f16f365e8444ef390cf54f1a68f1a

Observation 48d14c59-452b-4929-85d9-3ab8127e99c9 · outbound

This paper cites Radford, J.

Decoding Task Progress from VLA Representations Radford, J

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:19:08.120013Z

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.

source=pdf_text observed=2026-08-14T10:19:06.333307Z digest=sha256:432fa2328052f9518f894fd7eb2b5690a5626d4ef30f578ad1b4746d77f815e5

Observation 8d42637f-e973-4065-8b53-aefef8d7645b · outbound

This paper cites Marks and M.

Decoding Task Progress from VLA Representations Marks and M

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:19:08.091292Z

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.

source=pdf_text observed=2026-08-14T10:19:06.339206Z digest=sha256:3de698aeb633013c3939a16ca33f4511c33e6397affefd6e1eeb11ff7565915f

Observation 8492de70-2f7c-4a14-bdf4-89a876d29f72 · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:08.065664Z

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.

source=pdf_text observed=2026-08-14T10:19:06.344907Z digest=sha256:d4a11bc8b0bcbf13422b8251bcc8952a0ffe429e5c12b44df793956fb40e66b5

Observation 43de76cf-8a75-4b9f-a8a5-eccaae8f852c · outbound

This paper cites PaliGemma: A versatile 3B VLM for transfer.

Decoding Task Progress from VLA Representations PaliGemma: A versatile 3B VLM for transfer

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.350524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.350524Z digest=sha256:5dca20114dc3f3c6aaa6b5d84f026b63b15f4d8ad1d8acd9686c78bac4cdea70

Observation 97f8690f-b625-4419-b005-3701ebf842d4 · outbound

This paper cites Buurmeijer, C.

Decoding Task Progress from VLA Representations Buurmeijer, C

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.356668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.356668Z digest=sha256:88ecd228c7169b9c9fc61ec0d3a074fd468b2a8395a121f0af72d647603c5d72

Observation ef1eed75-6b5a-478b-90c5-7da91f991b6b · outbound

This paper cites Mechanistic interpretability for steering vision-language-action models.

Decoding Task Progress from VLA Representations Mechanistic interpretability for steering vision-language-action models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.362569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.362569Z digest=sha256:3ae180fc229652bbd8e7d7b758baadd6d1eef14def103f9ebbf3215c66ff15f5

Observation 23b467f9-ab7d-4185-af85-ce75621dc33a · outbound

This paper cites Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture.

Decoding Task Progress from VLA Representations Probing a Vision-Language-Action Model for Symbolic States and Integration into a Cognitive Architecture

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.367947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.367947Z digest=sha256:bc44e61e724dda58142d5740924584bb57a429d2737d9aaa59bb036a1322612a

Observation b1f5b644-4393-45de-aac2-b3514bd28089 · outbound

This paper cites Molinari, L.

Decoding Task Progress from VLA Representations Molinari, L

Reference 15

Resolution
verified exact
raw_fallback, observed 2026-08-14T10:19:07.126985Z

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.

source=pdf_text observed=2026-08-14T10:19:06.373755Z digest=sha256:565f4b40680f78fe4d56f1d49a3468bb181df4acaa1ea81db7b16577f7f7638a

Observation 48dcf91c-65b6-40e4-be02-b52ac993c87d · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:08.041218Z

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.

source=pdf_text observed=2026-08-14T10:19:06.389526Z digest=sha256:9b46296867b279cab7857a28d5ddab5a0a93e58b23251a380cc04e7a0f221965

Observation 91ffaed4-93ee-441d-b548-fde29198a6e9 · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:08.015689Z

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.

source=pdf_text observed=2026-08-14T10:19:06.395229Z digest=sha256:eabb0e74a5fe67545adc15d3d056fe8ab4f185bbc9cf05ece31670ced5921634

Observation d940efdc-8c55-4dad-99a2-b71acf36d47c · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:07.991796Z

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.

source=pdf_text observed=2026-08-14T10:19:06.402247Z digest=sha256:0b6e700d4dcd8ddfb8cee03e12192b3f1cde542c880955d561381d2af7af4ebc

Observation 68678627-d8fd-445f-b88a-7cb805263882 · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.409226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.409226Z digest=sha256:d2f4947d51a3e758be338f2915989aa92cae39406221cc82f576a67129ac5623

Observation 44026427-cc78-4674-941e-a2698012a528 · outbound

This paper cites Mikolov, W.-t.

Decoding Task Progress from VLA Representations Mikolov, W.-t

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:19:07.959415Z

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.

source=pdf_text observed=2026-08-14T10:19:06.418203Z digest=sha256:4516b7503b5bec27d359335483100e0949ee021168670df36c0f1f55c147b8ea

Observation 097cebb8-70d3-4b0e-b60e-119f469175b8 · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:07.931692Z

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.

source=pdf_text observed=2026-08-14T10:19:06.424066Z digest=sha256:4174185f0bea8611a8a8e0a6fc19047064c7f7b8eecdd085ba18d00f4ac745f9

Observation 00b58564-321e-4365-93ca-fc13b5e11948 · outbound

This paper cites Nanda, A.

Decoding Task Progress from VLA Representations Nanda, A

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.429061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.429061Z digest=sha256:daad080830558ba7ba3f631fb2522eacdcd8546945479fc89f5085bedb293833

Observation 304b4f16-57a6-42cb-be17-beb5563e8c38 · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Decoding Task Progress from VLA Representations Representation Engineering: A Top-Down Approach to AI Transparency

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.434620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.434620Z digest=sha256:33663f12d21a2eda78f6518add83e1f6dbe6b4c0bfd70517936f085934597ee6

Observation ff44a338-93df-4bf7-be5e-12f9350f8e89 · outbound

This paper cites Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training.

Decoding Task Progress from VLA Representations Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.441573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.441573Z digest=sha256:34ce71aca2da4d62889a71e224358f12ffaa11d7cc065e6feb0e122d68419b7d

Observation a7d026db-0fb9-43ae-9690-387cb1474d4d · outbound

This paper cites MacDiarmid, T.

Decoding Task Progress from VLA Representations MacDiarmid, T

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:19:07.901943Z

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.

source=pdf_text observed=2026-08-14T10:19:06.447384Z digest=sha256:3b6c659c481b1089305648ed6bfbf585cb8db399d22a137b5621ca71da670a88

Observation b5c699ef-e39f-4ff1-974d-b3db328d7daf · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:07.872193Z

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.

source=pdf_text observed=2026-08-14T10:19:06.454856Z digest=sha256:f55f8f2a042a2ff3b1b7bbbf24f4390958996e7a91789092abc9ce7a7c6a316d

Observation a1d48180-a8b2-4f26-b689-66e71439cecb · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:07.840311Z

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.

source=pdf_text observed=2026-08-14T10:19:06.461806Z digest=sha256:e30a2cdc149dba74b87836f6e0cf5793594d63f1efd1272ad2264b405f325913

Observation 45e0469e-843e-46c1-98cb-94a4a4bf5008 · outbound

This paper cites Farid, D.

Decoding Task Progress from VLA Representations Farid, D

Reference 29

Resolution
verified exact
doi, observed 2026-08-14T10:19:06.657717Z

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.

source=pdf_text observed=2026-08-14T10:19:06.467209Z digest=sha256:29bf0c0bcf0f6488c7d0b1d50065452dfc435786cae7831b633ed2383a37e0e3

Observation d45f20f5-70ac-4e5b-8cff-3017a6ae97d5 · outbound

This paper cites Sinha, A.

Decoding Task Progress from VLA Representations Sinha, A

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.475032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.475032Z digest=sha256:3fa37f9a2ea5087f382c1459620e9e083960250228e5892fc45d65babc45801a

Observation 08174da5-c9e6-4fa5-b34e-bcb552e989b9 · outbound

This paper cites Designing and Interpreting Probes with Control Tasks.

Decoding Task Progress from VLA Representations Designing and Interpreting Probes with Control Tasks

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.481233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.481233Z digest=sha256:cdd02d47acd919b99b3d5b5be258d85bb90f3b09df942f8ad594fc45d598c814

Observation 9502a57d-1266-43f1-b88f-9736c06ca8c3 · outbound

This paper cites Zhang, Z.

Decoding Task Progress from VLA Representations Zhang, Z

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:19:07.820083Z

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.

source=pdf_text observed=2026-08-14T10:19:06.490750Z digest=sha256:b5e023982d742ddcd8d74ae2425a0c8bae01964e693adbf39f1b488278274eba

Observation 8927c0c2-5c81-45fa-85f9-e33ab1bd8cbb · outbound

This paper cites URLhttps://arxiv.org/abs/2412.18194.

Decoding Task Progress from VLA Representations URLhttps://arxiv.org/abs/2412.18194

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.497374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.497374Z digest=sha256:7ab7333d9bd34508c85f8d3ecf01e9d6e67aa67d19027016ac86c3c81ac5bcb0

Observation 4503724e-c13d-4f80-b7a5-572fbca037b9 · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:07.796489Z

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.

source=pdf_text observed=2026-08-14T10:19:06.503254Z digest=sha256:e8fec07aa04c0ac2e8b3c42409c035a78957c378f20e23ebceb4e83741feaf2d

Observation ba53beae-1305-45c8-a7ff-bb08820a8528 · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:07.774232Z

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.

source=pdf_text observed=2026-08-14T10:19:06.510223Z digest=sha256:953952dce9595bc810aa78416724ba2532b176181311e3ddc6ad7eacea1b6261

Observation d6188bec-7622-43be-a2e1-1adef8c114fc · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:07.752245Z

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.

source=pdf_text observed=2026-08-14T10:19:06.518339Z digest=sha256:d4f8d0efafe529b288ad95a822ff4fc2e7baac7abbabf827a9fa52de59848b2d

Observation 726cb87c-9654-47e5-8bdc-b09b23eaf879 · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:07.730790Z

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.

source=pdf_text observed=2026-08-14T10:19:06.526561Z digest=sha256:85f74273bd408ed3712b944788b85cc64b041a6bde11b721ba94020ea8b3ddfa

Observation 7bd1c44b-d4f6-4962-a6e5-862c4c8e3245 · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:07.708707Z

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.

source=pdf_text observed=2026-08-14T10:19:06.536440Z digest=sha256:28dc6f20fdcddc864d97b9b5b9075e00094bad5b741d26e4bcda372bbd9e76dc

Observation ef12f271-78bc-4469-9f54-b9b67a66d38c · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:07.680126Z

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.

source=pdf_text observed=2026-08-14T10:19:06.541913Z digest=sha256:04acf2821a3570ff14318b6e396bc2fc8f332ee133a2a66e244d403bd0259744

Observation b262fcb0-8037-4829-b4b5-288da8b5ada8 · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:07.651897Z

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.

source=pdf_text observed=2026-08-14T10:19:06.546999Z digest=sha256:bba8e0f29e6cd94920cf2c725c39849083c321d44fa4fd55d4eb94159724ca6b

Observation 4c929883-803a-481c-9977-c7ebb9113a8b · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:07.614026Z

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.

source=pdf_text observed=2026-08-14T10:19:06.552123Z digest=sha256:be88a26aface29997cf9134951f568034e1e0b548a7872e9cb1a725a067f51cb

Observation ac7157cf-0f3e-466e-9502-4a63d85a14e7 · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:19:07.581360Z

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.

source=pdf_text observed=2026-08-14T10:19:06.558117Z digest=sha256:022621171344aead2d297f0d7e97659984e51984c6d4a1bde0a9189bb2d97865

Observation 5a2b353f-d502-4ad1-807a-9623b5e5f53b · outbound

This paper cites The dataset contains 5000 trajectories, 500 per task, with prompts and objects that vary across scenes to keep it diverse.

Decoding Task Progress from VLA Representations The dataset contains 5000 trajectories, 500 per task, with prompts and objects that vary across scenes to keep it diverse

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:19:07.554844Z

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.

source=pdf_text observed=2026-08-14T10:19:06.563436Z digest=sha256:edba686076952f90dc100e4e6748ca9b59a9eb0f6e685c60c4f563f01932ce67

Observation fd661b2f-0da3-409f-abc8-f38304242b1b · outbound

This paper cites Put the pear.

Decoding Task Progress from VLA Representations Put the pear

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:19:07.524298Z

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.

source=pdf_text observed=2026-08-14T10:19:06.569339Z digest=sha256:a227906c11c49454edc4ba47dff7de8d858589567cc57d81a5b54d35b0de25cf

Observation 3dd0d5e1-8d8b-4d90-9277-02ca4f5109ab · outbound

This paper cites an unresolved cited work.

Decoding Task Progress from VLA Representations Unresolved cited work

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.309481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.309481Z digest=sha256:80f8fae8eddc06f94376b5ab71600217e0a100987bd5f2fd3c06cba7dfea6797

Observation 422229f6-b14a-4672-85b7-64142466745a · outbound

This paper cites Sparse Autoencoders Reveal Interpretable and Steerable Features in VLA Models.

Decoding Task Progress from VLA Representations Sparse Autoencoders Reveal Interpretable and Steerable Features in VLA Models

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-14T10:19:06.384509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:19:06.384509Z digest=sha256:aee61d7dc60cc161381c73fd687121c4b64375796a27c8849a49d6121dc2b880

Pith citing papers

No inbound Pith citation observations are available.