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Paper Citation Record · LEDGER

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing

As of 21 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 1 inbound Pith citation observation for arXiv:2411.10692.

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

pith.paper-citation-record.v1
2411.10692 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:34:04.588292Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T17:24:27.450450Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

72 of 72 outbound references displayed

  • verified exact3
  • verified fuzzy7
  • unresolved62
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation caea35cc-5bfc-4148-96e2-aec419f3c76d · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:06.119016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.245699Z digest=sha256:92c2de94ba742334deacbc5f1c862228c25950dec4e619e4735078865860c5c0

Observation e59934cc-de39-4677-84a0-e1fb0b9eb97d · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.251571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.251571Z digest=sha256:a5aae98676be7b14203aa1cf1bb059fa865d5e7ffec1efce50ffdc83701e27dd

Observation 1a462f0a-63d8-421e-8c8a-4ee25b02ffc5 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:06.092415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.256677Z digest=sha256:ce985610a0091c2932e699c10628c0e8e5c0d8ccdbaccfb6ce85e775bd7bef37

Observation d8d7a6d0-7050-4c4f-a771-2e393fb3f8aa · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:06.075941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.261576Z digest=sha256:3b898e48b2d5b33a5c4883d204c20c01180d343434ee7264cd3a2141a4196b23

Observation 90735e4a-b0b5-47ee-978e-905c692bc5c7 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:06.060520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.266519Z digest=sha256:6df4060f40dc9f155adb40a5d05161ddef8d33717c88d1aab82d0090690b9739

Observation e2649e61-3ef0-443c-a189-401826bfd1a6 · outbound

This paper cites MLPerf Tiny Benchmark.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing MLPerf Tiny Benchmark

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.271479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.271479Z digest=sha256:aaeabe45a183d54b42725c50148208cb1593f284690e97ef6147e04f4b6cfbad

Observation e805a68b-62eb-43d4-b3dd-d40a54c0c9ba · outbound

This paper cites Kulkarni, Rashmi Rane, Sarika Bobde, and Ruhi Patankar.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Kulkarni, Rashmi Rane, Sarika Bobde, and Ruhi Patankar

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:34:06.045387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.277248Z digest=sha256:e9cbc5c59d7a5cedea92a808aa175b1e55906a6f85780683218c1044ce39cc0f

Observation c1c206ce-a140-47fd-b34c-7cca1807bf32 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:06.028990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.287079Z digest=sha256:baef54e21802118fe51007e9db82c998e69d11f92c49a17e548732bed3f88ed8

Observation d5f70369-5906-4278-99c1-46c88c8acfb1 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.291773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.291773Z digest=sha256:cbbb7b14d4098386f94840e7e9ed89b9e23119a47c5b655f68f12f1b029e56a8

Observation 8c96fa12-faf1-43e9-89c4-b2e35bef736d · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:06.013151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.296509Z digest=sha256:74ca09284816124628ced07680241ffc820225418bc2f94069400be742c709ad

Observation 42e0d2a8-12e7-45d9-83fb-c8d2229d3078 · outbound

This paper cites Selection via Proxy: Efficient Data Selection for Deep Learning.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Selection via Proxy: Efficient Data Selection for Deep Learning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.301222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.301222Z digest=sha256:99879c2d36e4f12c30278b879c9da345ff8f19127eaf3b98ccaccc473aeab72e

Observation 489a8ac5-e786-4dae-a6e1-128425a9041c · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.306166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.306166Z digest=sha256:097691a30307ec6f9bef56211e0390741a672524146e4b6efff67232c0a94a3d

Observation 6dbf2ae9-16db-4951-bb7e-113b8c5bd9d4 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.986100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.310914Z digest=sha256:35172a1e521235e8a33ddc5555cfc79e6ecf3c0a9f20142900dfc4d1079e1e45

Observation 359bcb44-444a-450e-a3ba-95a9f686749a · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.971236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.315536Z digest=sha256:eb6399d171f3717ac7b9855ef794d897ee6b8166a65772aeba5609937aec5620

Observation 166da92d-32bd-4e2a-ab06-c332f871e460 · outbound

This paper cites QUTE: Quantifying Uncertainty in TinyML with Early-exit-assisted ensembles for model-monitoring.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing QUTE: Quantifying Uncertainty in TinyML with Early-exit-assisted ensembles for model-monitoring

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-12T19:34:05.216695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.320049Z digest=sha256:a285c3ad0cfb6275a3a8a3b310ac5060ec90bcb13fa26d22a0a1a861f551bbdb

Observation f4a1c726-3bd9-477c-905c-e6810e3ec05a · outbound

This paper cites Monitoring and Adapting ML Models on Mobile Devices.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Monitoring and Adapting ML Models on Mobile Devices

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-12T19:34:05.192213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.324924Z digest=sha256:b9bb00c5ae77bafc91844d42174198d3447da4471362d2afaaae225e110e1583

Observation 0a7a8a04-45c4-4713-ac29-45b764070bc1 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.329566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.329566Z digest=sha256:81bd4a6ba3619d71a279fe805783c0f00f500b7a39a9ffbab0d8fe87fdd1dc7c

Observation d304b1e8-c890-4a29-996b-08b8aa194885 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.956372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.334410Z digest=sha256:38d3e1d6341474e07d58dc320d375a5d2363c72fef9bab1f091907074b746d38

Observation 3933c737-274c-451d-9913-47d10e7fec7b · outbound

This paper cites Benchmarking Neural Network Robustness to Common Corruptions and Perturbations.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Benchmarking Neural Network Robustness to Common Corruptions and Perturbations

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.338820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.338820Z digest=sha256:c461c33d4f3ecf1dfb491e59ae6308ac7ca859336c440a30b908bfb188e4d410

Observation 0aa77f64-aaf9-4646-b959-03100e3ade84 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.941901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.343647Z digest=sha256:7ee0da9f61b7c7d53d36046c47cdbffe4d7df818f05bd9c8a297f5f848a94d2a

Observation 8dfb6be9-550c-4b4c-b930-6f4135fd85b3 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.927435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.348110Z digest=sha256:26de69d4ab6aa2b21146e6bfc17aa036dcd8cfc6e0255d13c766b1f8dc3facce

Observation b22ad5ca-3b7d-412a-ab71-a6128b5da098 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 22

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unresolved
no resolver link, observed 2026-08-12T19:34:04.352702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.352702Z digest=sha256:1857ab2b02ddc16a566fa7bdae20023d7df9534071465af3aa1defefd98fc9ab

Observation 8a1189f3-e927-4c25-9391-b178f09d7093 · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.357010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.357010Z digest=sha256:a566ab7d6fc9147c40847ed2b032abee1978df8674521a21c5a2aadc901d6241

Observation fbc24a1c-d6a3-4485-9764-5c304b5e7a1b · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.912432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.361935Z digest=sha256:e5633f3da524fdced51ea1d6b3c644355263ee127d2a8a11f2cf20110e3fe0ef

Observation d3f0bb1d-76aa-44a9-a9fb-1a7ea14d1c19 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.897188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.366612Z digest=sha256:d40a276a70f32327f5a2b54c302c39f0777895e1c28fb07ad4431bb069479851

Observation 48c7158e-0893-47b1-a9c7-19a7569c4b23 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.881815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.371680Z digest=sha256:b55d26a72a19c85fcb4d329d7a328cf954c726a6d47d568a468d39ec488a1b99

Observation 5defd968-16a2-45a9-8090-1b60393e0220 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.866395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.376148Z digest=sha256:84496d299aab10a03d8346c524266d8f7949198fa0a735f4c82a34a513827985

Observation ce35740f-c25a-474c-8de4-f81460c9919a · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.851709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.381025Z digest=sha256:50f4beef108eece7a77f6654ada9d703f79a410afb6a492c302be6ccdaa0c9ad

Observation 9f122f3a-c5ae-4021-a7cc-3b611b4016b1 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.836414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.385875Z digest=sha256:89fa58a4b83bd97100154d4b15595fc11ea0dfe4b0a49d702d0fb1a13bd72d41

Observation d6c1718f-8985-4cc2-b852-61521fd95cb5 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.390633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.390633Z digest=sha256:01d8ff3a4e7c3348bd1cda40d84dd4fd678597a9ae23c79774d003681b52ad95

Observation 8196ee4d-8866-4f73-811b-9410ba5b50fc · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.821157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.395551Z digest=sha256:6416c847ba322aafb2dd31f91afc07b0e4288cb85b65f09e7cd04eb53815fdd1

Observation 1b0e4e1f-b21a-4602-8887-e3f1c06b9396 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.805385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.400250Z digest=sha256:9daadd6b645899af46414d1a4f26b790e0d985f41e2c6161e388b9bb61ef27ee

Observation b2bdaebb-21c6-4875-adc0-22a71833fffe · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.789156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.404902Z digest=sha256:60a954e7b9fbcf19c8f49408d1756cc487644adb7938eadb2df6328711151075

Observation 0a889c22-5d15-4082-b1b0-9f23e3828714 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.772957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.409947Z digest=sha256:d747d8c7a03289aee57248d595887b6bf13653723cef564b8dc10b004e959ed1

Observation b3fc47d9-5778-4e58-9d12-d2ba25608dd5 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.754441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.414776Z digest=sha256:10a0445793dbdd9cd647da784e3431fd146fb8f7a59b18b2a94cc7711fc21fe3

Observation f43a3bb2-cd50-4e40-b10b-984d1fa96d2a · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.738140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.419436Z digest=sha256:8e597bef41ea0f77c65818e238e122e973b60831fedea006eddaff38013f79b9

Observation 964033af-af80-4425-b586-7392b56b5d9e · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.721823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.424230Z digest=sha256:65afde6fd9c9c506383284717498f6882673674dca3b8dd893a559d80b6e2150

Observation a3eb6fc5-567e-4e28-9ae6-33c9ec2d8ce1 · outbound

This paper cites Learning how to explain neural networks: PatternNet and PatternAttribution.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Learning how to explain neural networks: PatternNet and PatternAttribution

Reference 38

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source=pdf_text observed=2026-08-12T19:34:04.434338Z digest=sha256:e0e23a1c976e8fda1918cd7b9b4a369816c6e239c21696583a6ded8b93de4915

Observation 1f3d15df-00e1-4e54-a561-071f14c7252b · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 39

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source=pdf_text observed=2026-08-12T19:34:04.439434Z digest=sha256:7a16d70932167069dabf47aa70b21cd3bf6c9fccaacb80211bb837df044f2162

Observation e216d9a1-d5c4-4f01-be42-cc08aef35852 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-12T19:34:04.444041Z digest=sha256:ba9a74a76b37606c823a229e32e5d9e424ee4371c31a712ebfd0d7f3475624ce

Observation f578941e-da53-4cbd-8eac-b2172691e263 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-12T19:34:04.448922Z digest=sha256:f62196e194b5654d6acdd803d93e886f9b4b2f3681415528da0a6ede916058ab

Observation c0763644-972d-4187-80d0-14d9dc8e2d33 · outbound

This paper cites On-Device Training Under 256KB Memory.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing On-Device Training Under 256KB Memory

Reference 42

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source=pdf_text observed=2026-08-12T19:34:04.454412Z digest=sha256:e0516ee2d8d6639dfabbb280c9396ea411834ffb632ea42b0da08872d64a5553

Observation cb62a66d-e2d2-4866-ad76-dd7ec3ee1a49 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 43

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.459453Z digest=sha256:ca11f6a14601a4c43a11b12b347bdd6aba8a2302d32b59a442e01411d0bbc2dd

Observation 6e5f3458-ee48-4abf-b008-a8eef7edc904 · outbound

This paper cites Maqueda, Carlos R.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Maqueda, Carlos R

Reference 44

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source=pdf_text observed=2026-08-12T19:34:04.464540Z digest=sha256:752302b88579bab942026de79d38016e917f6fbbbbf2ff5e3b7b86ad6e22b715

Observation 7ff95041-db13-4707-98bc-8dd1d34a5516 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 45

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.469472Z digest=sha256:51410498c65e44d02c39ce79b8cdfaed3fc6018a4c31504f376f161967cd9e7a

Observation 69e576bc-6963-4f31-98b6-97e5bd7ae525 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 46

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.474275Z digest=sha256:762044d904eaffe8e534e179eedd32ba1c6ece6fa9616a228a4034cbd0ffa506

Observation bf3b3e74-36d6-4441-a601-6b4523ef3030 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 47

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T19:34:04.483807Z digest=sha256:bba0615e539071abaf757caf25eb1880488afb99442b8c9ea532bd215db17368

Observation 93ff371b-6299-49ba-9eb4-4b0d6fda1c66 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 48

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.488456Z digest=sha256:66c83f77acf7779827f87a22f1f5b3151e1a80e60ada5b11bfff1f00b60a492c

Observation 7e2478f5-a68d-4502-a82c-216324665842 · outbound

This paper cites Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Vardhan Simhadri, Vivek Seshadri, Manik Varma, and Prateek Jain.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Vardhan Simhadri, Vivek Seshadri, Manik Varma, and Prateek Jain

Reference 49

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source=pdf_text observed=2026-08-12T19:34:04.492965Z digest=sha256:3fe773037097d36004cf0c74bb56ededae1a8aad4e03ac2e23dec93382089301

Observation 3a2b71a8-4540-4923-8232-e1761f85b905 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 50

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raw_fallback, observed 2026-08-12T19:34:05.583268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.497442Z digest=sha256:4066b6eb3b8cee798f0a2e563ded8211d3dc6e5fe5977ec1f05e42f63d8f00c3

Observation 47c3ce8d-574c-42e6-83bb-2fb5c4f2e624 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 51

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raw_fallback, observed 2026-08-12T19:34:05.567391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.502057Z digest=sha256:24e25b0ba188beb7fd1cca86028d68ae55781c3a825034ae09cb2b602abe4da4

Observation 7b2c9af9-bf51-4718-87ee-a7081df57bf9 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 52

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unresolved
raw_fallback, observed 2026-08-12T19:34:05.552021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.506721Z digest=sha256:9a5119e025f3efcd656583c32b6b8412153ed142917fa02a392df2ecfd91754a

Observation 64f8f996-e36f-4e40-9937-761ef8e4cfc6 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 53

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no resolver link, observed 2026-08-12T19:34:04.511423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.511423Z digest=sha256:5eddd3a43dcb8bc05bca18730afb4ff3f1959d2eb5732416de861c5e48886164

Observation a87de7b0-4685-44f7-b313-41f14809f998 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 54

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unresolved
raw_fallback, observed 2026-08-12T19:34:05.526196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.515865Z digest=sha256:5722173c23dcef3c4959fb58a36972a690b9afff14ff6b551daf4ba577b7ea6a

Observation ec8f09ed-2377-4507-aae9-2e96e6445c6b · outbound

This paper cites Striving for Simplicity: The All Convolutional Net.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Striving for Simplicity: The All Convolutional Net

Reference 55

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no resolver link, observed 2026-08-12T19:34:04.520400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.520400Z digest=sha256:8a8560e70b5f002c8be205e398178af2b3976dc367cfe87af097f632d13e9b40

Observation 59a5f337-abe4-41aa-9ce7-b9a888bcbfe7 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 56

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unresolved
raw_fallback, observed 2026-08-12T19:34:05.510707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.525529Z digest=sha256:bbb98688837d85911cf70af7c69f30ba55a20d80507a5d49d14e51e215043483

Observation c350c14d-8e8e-47b8-9da8-c8150c80cfe4 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 57

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raw_fallback, observed 2026-08-12T19:34:05.495208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.530134Z digest=sha256:dd647f3649d87a828fb9cd655c2756c6f404aa19b4c917693cef7604c67b2be3

Observation c5147aeb-1fe8-4fca-976d-8c70d76ae0d2 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 58

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unresolved
raw_fallback, observed 2026-08-12T19:34:05.479660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.534794Z digest=sha256:ce32dde0830d2c158f5c82f02bf6e01f7871faf806a0cdb81d622eba3cc8e423

Observation b1633135-001a-4999-b28d-06cc73d5f31d · outbound

This paper cites Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

Reference 59

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no resolver link, observed 2026-08-12T19:34:04.539424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.539424Z digest=sha256:b4a5c77899cbe18785bdf5ee4956d2a0889e3574bcd21134f139990f9905191d

Observation 46071587-50dd-45f8-9ebe-1b751a79fa9b · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 60

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unresolved
raw_fallback, observed 2026-08-12T19:34:05.463035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.544324Z digest=sha256:a90d276f6f2efb0d7e954646e03519d2b2de9244aedad21551b1bf7369a3e1df

Observation 65016044-4656-4219-aee6-e8b9c68f3e0a · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 61

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raw_fallback, observed 2026-08-12T19:34:05.446912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.549034Z digest=sha256:283e127a953988508e62fac4f8e88243e230790b031b1071ed1b1640872827f1

Observation a6022031-9658-4b99-89b9-8fc09658f044 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 62

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raw_fallback, observed 2026-08-12T19:34:05.430620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.553586Z digest=sha256:e9412b9cbbe0f947cf3fa3404fb7e60e1a3a9cadb9d5d7e99cc412921a3f84d9

Observation aabb0d62-a244-470c-b611-6d4bda1a6f81 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 63

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unresolved
raw_fallback, observed 2026-08-12T19:34:05.414120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.558353Z digest=sha256:625011d4de8bda588c9edd4cf026f7bd5455ca8c5f1f48fe2959eec91ede5ff0

Observation 3488b394-3192-49f3-84ae-9a0a0658811c · outbound

This paper cites Hello Edge: Keyword Spotting on Microcontrollers.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Hello Edge: Keyword Spotting on Microcontrollers

Reference 64

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unresolved
no resolver link, observed 2026-08-12T19:34:04.563542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.563542Z digest=sha256:0438f67f3d8a8f3cf4ab5b7cd960a4efc34bc4a0364248fbdc6c54861de356af

Observation 78678663-e3d7-4ec9-94e0-a01943df2136 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 65

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unresolved
raw_fallback, observed 2026-08-12T19:34:05.397098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.568568Z digest=sha256:c2585d28ffb76444501e8b569193b9edb804c0db84784a76e9babbb3cf96a1cf

Observation 36723417-51d5-4829-bd59-6cd8c0131cd7 · outbound

This paper cites SpeechCommands Speech-Cmd is a collection of short audio clips, each spanning 1 second.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing SpeechCommands Speech-Cmd is a collection of short audio clips, each spanning 1 second

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:34:05.381265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.573225Z digest=sha256:aadceda078d1d77bb7adbeda5007f80466a261ae6c01b79ef393b22db78b717c

Observation 021544ea-6413-4e85-9c1d-7af4d87959ad · outbound

This paper cites The base network has been trained only on ID.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing The base network has been trained only on ID

Reference 70

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verified fuzzy
raw_fallback, observed 2026-08-12T19:34:05.363209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.578988Z digest=sha256:09d8ed006bacd21116a0f6de976029499d57397c08c07e4b167f0a715b106229

Observation aba21271-914e-4945-9454-0edc41b85e76 · outbound

This paper cites We use this to create our train and test datasets for the HDC classifier denoted by DHDC −train and DHDC −test respectively.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing We use this to create our train and test datasets for the HDC classifier denoted by DHDC −train and DHDC −test respectively

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:34:05.345134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.583667Z digest=sha256:06e5512b4720bc9cd66c9cf4d6b3cc1155f469d303e0842d75210530ca75e7a9

Observation 039881f2-c239-426b-9c46-6d39a598c3a0 · outbound

This paper cites A.3.1 Selecting an appropriate intermediate layer Since tinyML models often have only a few layers, the number of intermediate layers available for tapping is limited.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing A.3.1 Selecting an appropriate intermediate layer Since tinyML models often have only a few layers, the number of intermediate layers available for tapping is limited

Reference 72

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verified fuzzy
raw_fallback, observed 2026-08-12T19:34:05.328402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.588292Z digest=sha256:227e66f64fb036cf3d1b9e6a4f4c3736a9bc31572a784676c0574c0e8ff8ccc9

Observation 54c4f935-4dbd-429f-a3cc-bdee16c14675 · outbound

This paper cites In International conference on machine learning.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing In International conference on machine learning

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:34:05.705320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.429226Z digest=sha256:5ec8cadf2b314c46a3c6a70297bfa8c6b47aa4b1416ac0acd2b7b88352cb1bb4

Observation 56bfe1db-1bae-4578-82b7-2381e438040c · outbound

This paper cites In 2019 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED).

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing In 2019 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:34:05.601284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.479099Z digest=sha256:e6878ded64cd908cf32be40d3e9229283656349085ce59dcc3a5d88fd2b72518

Observation 8b27a311-d675-49a4-aba1-84afbe75be23 · outbound

This paper cites In TinyML for Edge Intelligence in IoT and LPWAN Networks , Bharat S.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing In TinyML for Edge Intelligence in IoT and LPWAN Networks , Bharat S

Reference 2024

Resolution
verified exact
doi, observed 2026-08-12T19:34:04.656489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T19:34:04.282273Z digest=sha256:408314af3535637b0112355c6d032864ff9ebb25dfa460c870b96133f99adfd7

Pith citing papers

Observation 421d80e5-a9fb-44a9-979b-e47d5eec8aa0 · inbound

Ariel-ML: Computing Parallelization with Embedded Rust for Neural Networks on Heterogeneous Multi-core Microcontrollers cites this paper.

Ariel-ML: Computing Parallelization with Embedded Rust for Neural Networks on Heterogeneous Multi-core Microcontrollers DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-03T17:24:27.450450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:24:27.450450Z digest=sha256:0a46b8cddd1aee1f27f69b01d15aa69f40aa3effd4294177fd3468142e523601