Pith. sign in

Paper Citation Record · LEDGER

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks

As of 21 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2510.16028.

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

pith.paper-citation-record.v1
2510.16028 v4

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:41:52.738485Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

64 of 64 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved62
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d809c15d-a753-4e35-abc0-219d625bb91d · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:45.795228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:45.795228Z digest=sha256:882db4d91878b0771cc9c580639bdadd295e3cde263ff0b33431f8891f5d8884

Observation ae092a28-c7cd-404a-adb2-291f38ad0182 · outbound

This paper cites Verde: Verification via Refereed Delegation for Machine Learning Programs.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Verde: Verification via Refereed Delegation for Machine Learning Programs

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:45.930712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:45.930712Z digest=sha256:c45168abeb0a9e4683e18e71dafa84250a698e717dd0ca72103d27bcdff375e4

Observation 6b8f63a3-4500-4613-b6e6-211a5912305c · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:46.065054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:46.065054Z digest=sha256:895fc4e613568cd44607155d80047855cce2ef793068854375e33715c54ac5bf

Observation f53ea25e-479a-486f-ada9-2787f8473679 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:46.178477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:46.178477Z digest=sha256:695ae308a626b99344c65c30e90452ffdde19a1d58e27500562eefa7e28e946d

Observation 97c15a32-d153-4f76-aba1-3f88d995b4e2 · outbound

This paper cites Rothblum.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Rothblum

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:46.272339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:46.272339Z digest=sha256:7e953ee87fc9da0d38b8e5456f1a315dd78249657c5f95f008fefc8229a22cd3

Observation 63bfa9ba-f610-4c2e-9b4d-2ee175172273 · outbound

This paper cites Rothblum.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Rothblum

Reference 6

Resolution
verified exact
doi, observed 2026-08-04T09:43:21.604492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-04T09:41:46.348222Z digest=sha256:ffa8970442d007c0ef6a84b0b8478518f74c0a0351854de96a081ce2f9102b87

Observation 0e372b30-23e9-4a48-b84c-4532933f377b · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:46.430050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:46.430050Z digest=sha256:0ab604b9550ae463461e695082f76d755cbf4b89625b4a3e379f54923b078dbb

Observation 316d01a4-06e1-4266-aebf-33e19ec26434 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:46.635348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:46.635348Z digest=sha256:da811b6e1aacc95b72857caa02b51221a9562eb1bef95c84fe0445d69b232906

Observation 9943fc12-fad1-4eb2-a0fc-8dfefcb3b045 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:46.758168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:46.758168Z digest=sha256:5fd7a2f5a3ef3aeb15ccf677f808befa1e2ae20ae8500eca5b99746bf2bc0d9e

Observation 920d9384-cd69-4a05-b99e-130122577837 · outbound

This paper cites opML: Optimistic Machine Learning on Blockchain.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks opML: Optimistic Machine Learning on Blockchain

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:46.897288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:46.897288Z digest=sha256:7fc8c44984fec6f2bc816245259d9e3f6fb9787aa6344a9c4898c846d4cac774

Observation 823c6fb7-7d83-4a0e-ac2b-0c931f5703bb · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:47.069522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:47.069522Z digest=sha256:a785d77131fa28f45a07ae0e752e64eda3c1a6742be0422e9f66d342c35e74d8

Observation 37f21903-e14f-4c63-8944-2745ecc29326 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:47.338234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:47.338234Z digest=sha256:883b26b859ddb7e1aef8ccd1bfec09658721ab070ecf8e7421eae18bae5f6fcb

Observation 92496d6d-e345-472b-9d72-bac5bd188d97 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:47.656278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:47.656278Z digest=sha256:f94b36f3c2c0c052fcd1cdd7c855138250ae037b9fcb637ef6307632eb5ac732

Observation 9e128acc-2e84-4e94-a72b-1c31c8461e2b · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:47.786982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:47.786982Z digest=sha256:961e2514a60186525989cb100625e1dbbde535cee75e5e82de7d1a4b16255d3c

Observation 1066d909-43af-4fcf-a81f-6b9c2fa7db1b · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:47.941400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:47.941400Z digest=sha256:8ca2883cebb705f625c44c1d3a868461d4f7064eb5089f9f7dff001ff0cf14c3

Observation 712c9b65-eaf2-4c71-81f8-b9d45a9fcff8 · outbound

This paper cites Rothblum.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Rothblum

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:48.116614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:48.116614Z digest=sha256:f2502f139264da29698a891c00db4d034a075b01203af1e3e057e2cc8c04fb73

Observation 1bcda2cc-7329-4359-89e8-b83fea54d794 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:48.262315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:48.262315Z digest=sha256:590ecd6820d6086c5ea7caf9e2edf753cc2b52ed4d39ca0d8b1ee616364bdf5b

Observation 1ce3f51f-cbb3-4c4c-88f6-5352dabdf5d4 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:48.376408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:48.376408Z digest=sha256:b3d7a5b83a5d069f1fc9c383ddb16ba7ec4c32c645675552f352f2b6c1249b3f

Observation 7f46536c-973d-48ee-97de-85fcb15e965d · outbound

This paper cites 2002.Accuracy and stability of numerical algo- rithms.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks 2002.Accuracy and stability of numerical algo- rithms

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:48.527607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:48.527607Z digest=sha256:3cb04300356a492a200823c44c13bce00677b5da7ea0a209ed0641fbb04dcad2

Observation a669ba4e-4a89-4afa-8752-5fbcdd2a1028 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:48.658531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:48.658531Z digest=sha256:cb1b3ad33e1809f657bf6820a76b727753869cea982747360cddc563e48b7fe2

Observation c3aa1e0c-c625-4330-af94-eb5a30c19e93 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:48.785979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:48.785979Z digest=sha256:45fbdadd60872c62244e5437b5d3cacf5931e1aedf9304edf5a7558463f3d260

Observation 6b2a7088-f08a-4bb0-a5d7-3fe72729dada · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:48.944749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:48.944749Z digest=sha256:c4112d8645cc11a56b5e3afea300f8452a8943e2c9e221fb27cd691438c289cf

Observation df27307a-6653-4c76-b365-994c8b5a3263 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:49.053638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:49.053638Z digest=sha256:b2502a12f60cedcc7707c28ba1606ecc4401ab15c9691e5b77f9d92b1650dcca

Observation b2c6e965-69c3-4d14-959f-dbc611601bb7 · outbound

This paper cites Rothblum.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Rothblum

Reference 24

Resolution
verified exact
doi, observed 2026-08-04T09:43:21.436477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-04T09:41:49.197567Z digest=sha256:41836a08bb94fbbbbdf7f571c964022a915587becd9accf7dc3e539e37555da8

Observation c91b4c34-e754-4e25-8c80-6767bb28ab46 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:49.313759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:49.313759Z digest=sha256:537309d78081d307e50514a24b890235084347b4c72fa7f1979bf7410dc53015

Observation 281b4f59-5fe6-46ea-8251-01ea3511162f · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:49.473503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:49.473503Z digest=sha256:e665a9d2dcd86f1999fdf276e31f46d90725a0925e5a3eaf7e793f31b8efcc1e

Observation 1a8c77c8-8705-42bd-81bf-9a3373331c38 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:49.635712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:49.635712Z digest=sha256:47e0b7731d3e89979606409ff49a06866026d6953fd451c074971c12dfe56175

Observation 80b19fd2-6cb6-4c5f-b2b3-6c3c1862999e · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:49.729522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:49.729522Z digest=sha256:dea5ff0e3b0e164c40276ac023d60a24767cdbaa92b4229982b4b1f461159437

Observation c41f5dc0-96cb-4383-a550-6d525066e2da · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:49.957975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:49.957975Z digest=sha256:2bdf254d04c8d75551a7387ebf65c6b790318b65c89dcbc77e084f8346d26974

Observation da84ccfb-f443-4de0-8c44-5a2ddd01abd2 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.022245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.022245Z digest=sha256:0cead88731a6d98527d0754e305e4720cb755e3572ff23b6cf081f03c797005c

Observation ffd5c794-3792-444c-b09c-5942bc34e6f1 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.143135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.143135Z digest=sha256:5c4b27138cbfa603633ce9a2f55d0db9b2109e60fa7f54f3715c0fdf8b980fcb

Observation 880aa930-450e-447c-b046-7eb2215910c2 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.277374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.277374Z digest=sha256:8838446f2dc5146dc472ce4f02dbc73208328d59eb9fc123ba1ffed36cb06ca9

Observation cc1815cd-9a11-4ea0-83c9-27fa590435c0 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.339635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.339635Z digest=sha256:4f4d2dc1b8bc4932df5eee12a2299b56cccee0101c7e38d9815e17c8a2fb60a9

Observation 59511161-8169-49d8-8d42-07865e140c33 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.418445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.418445Z digest=sha256:86a9f62547bce6ae9fd830cbdb41d72a25ab6a7fc790a7673b9d405e9160400a

Observation 13a0d4d6-1460-454e-b1cd-da8678a7d5c0 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.512304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.512304Z digest=sha256:35b927ee044808d51e25eca51fc4d315f4d1fb1febb1f79989edbc9318cdc7cc

Observation aa19ef63-cc70-441e-ba39-8053eea7ba77 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.609550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.609550Z digest=sha256:7c3bd89ee9a213fd0e10761a250b440d8afd41fcdd22fa3ae41e539097c25305

Observation 47c9dad8-c966-4bd0-9f77-a5779493d2e8 · outbound

This paper cites InProceedings 2025 Network and Distributed System Security Symposium.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks InProceedings 2025 Network and Distributed System Security Symposium

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.194475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.194475Z digest=sha256:0cd53da7979e53a68d0545d555a20536164e4aa9c4a3020d58a044d66d3da410

Observation ec7fa519-84f8-4427-8450-d4a65a0bceea · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.774978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.774978Z digest=sha256:fa786aa552108fd9c02f123c0bac7bad48128c1461c8234a234b83502dd4db6d

Observation dae455a5-e337-41d7-9846-d2dd9c97c300 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.836259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.836259Z digest=sha256:ea9a5fff170c880db522d8f10a4aad84f0611cd0dd390d1aa1c7571e7a779f3a

Observation bf500b54-a8b0-4e14-97e4-133598d3a14f · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.882113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.882113Z digest=sha256:58bd3de22a69bf7659b45c4a52f5f00c0159088bd030ce3e3c443b7042b2be72

Observation 5c2862ab-f311-42b2-9802-7485b9474f58 · outbound

This paper cites Proof of Diligence: Cryptoeconomic Security for Rollups.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Proof of Diligence: Cryptoeconomic Security for Rollups

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.935584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.935584Z digest=sha256:b68fcde58204e90a94ee47b3f9617d93eb9677f082c76f4741878b93c09aefb3

Observation b5c2df41-7d74-4a7f-8c92-6e1301370658 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.991157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.991157Z digest=sha256:14d3864914f2488e66bb6413549126808084f1dbb6a550568c17942cf40208cb

Observation c7e322d1-238b-4466-a8b6-c754177ed09b · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.687409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.687409Z digest=sha256:3ff32d5bfaded41a9ce9e3ba26ddbf3cf9179891bb44c8922402696d8896c4c7

Observation f7bde2a3-4ada-4258-98a0-84924621886c · outbound

This paper cites No Soundness in the Real World: On the Challenges of the Verification of Deployed Neural Networks.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks No Soundness in the Real World: On the Challenges of the Verification of Deployed Neural Networks

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:51.221476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:51.221476Z digest=sha256:b3809d05e2caa8c147ad3f0e260cfad576c07311d8b1a051303bf3e20ac5066a

Observation 580c2d17-bcc4-4aa6-b5ab-859e5388543e · outbound

This paper cites Qwen3 Technical Report.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Qwen3 Technical Report

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:51.287257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:51.287257Z digest=sha256:b2cb16fd56d65b1567a2afc46d6be45285d8bab44acf85039b56145baf77c5a8

Observation d263a658-bdf5-4b19-bd36-2420f384b57c · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:51.346933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:51.346933Z digest=sha256:355a307acc0959f42934a9f00a2cf2c9b2b91ee9b5510cd1b81c728f14e5a078

Observation 2b3218c3-2266-4410-a827-6b5f650b5f03 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:51.387666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:51.387666Z digest=sha256:27fb276b7ad39cd2e6c8ffbc666547094443549534f74385580c2d1f98d93408

Observation 076d14b6-c6a7-4d55-9484-e43cdaf54d7f · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:51.469219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:51.469219Z digest=sha256:554abb2a635e24e62c57941347a93adec20a9a66544e02cc20c14cf668aac0d3

Observation a8ec8d06-b99d-4ffe-a144-8e40c0baa5a8 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:51.168224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:51.168224Z digest=sha256:49f55c070650a68b112c7a585f867048abfe9218501506d98dc20e78ce242fcf

Observation 9d8ea840-3b75-4be2-a8a4-4949319ba601 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:51.722602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:51.722602Z digest=sha256:a8afb6f898582431a69c09b777538e8263ea4ac5dad2c3af7588178b7b807625

Observation 35f481a5-b319-438e-9213-ad830d1d3148 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:51.844053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:51.844053Z digest=sha256:2f72781e118c137756a05fcbe88a7abe142dd36c2454e033eca2b37db899c977

Observation 1f719b5d-862d-42c0-8674-0d4f84f9644e · outbound

This paper cites Proof of Sampling: A Nash Equilibrium-Based Verification Protocol for Decentralized Systems.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Proof of Sampling: A Nash Equilibrium-Based Verification Protocol for Decentralized Systems

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:52.069807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:52.069807Z digest=sha256:07e63998605b903ed2931b000e2e2f3889f30e3a1bb2f2aaf29068eb414b2b7e

Observation b188b885-4bb1-4183-ba59-fe94e23d35d2 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:52.194213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:52.194213Z digest=sha256:ee8e8504f39963883e23d3c034ffdc9a07a6a32da7b6ec9fcedd9c694c795e28

Observation 44481432-0a25-4c16-90db-9b7a94313bd9 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:52.313424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:52.313424Z digest=sha256:7c5170352c7af0d67132daf69409b181fef8893c3a3daa4fe8f7bf26018a0328

Observation 4f9fc2de-837c-4977-9152-e1a5c64fd380 · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:51.604555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:51.604555Z digest=sha256:210fa7fd75a90a2376535372d4db29ff88d072330546cd7e84dc3d734a2027fe

Observation e4b05809-a284-4c0c-bd77-57d2f124d13a · outbound

This paper cites an unresolved cited work.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:52.578540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:52.578540Z digest=sha256:3e5b8f2c585967b97676ae5ba905e3eb7140089162981bb2fb9286835371d6b6

Observation 83edbe42-077b-4cdb-9d81-88fe3a78eeec · outbound

This paper cites In2019 IEEE 30th international symposium on software reliability engineering (ISSRE).

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks In2019 IEEE 30th international symposium on software reliability engineering (ISSRE)

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:51.946522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:51.946522Z digest=sha256:969a4935e259af457d37e96e5ffcfca0a640d7b825b496ed6b52a658a8211c2c

Observation ecd7ea4d-5cd7-4176-8c63-bedc27e297ed · outbound

This paper cites Proof-of-Learning with Incentive Security.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Proof-of-Learning with Incentive Security

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:52.433210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:52.433210Z digest=sha256:4493b1603b8ad8b3444108bfb043ccb81653a8f04a95869d7f4a47b193b336e5

Observation 98c137d9-1916-4a12-9184-73f4be079b52 · outbound

This paper cites In2009 IEEE conference on computer vision and pattern recognition.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks In2009 IEEE conference on computer vision and pattern recognition

Reference 2009

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:47.200399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:47.200399Z digest=sha256:1ef4806c4930ada7d5c67b9ff0073346f9941399bcb593c0199d769e1c9eeaf6

Observation 23b7f167-5cbe-4309-8285-6a5a1e953b51 · outbound

This paper cites InInternational Conference on Learning Representations.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks InInternational Conference on Learning Representations

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:49.852557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:49.852557Z digest=sha256:26adc143f7eea66449225e3cdd4c8dc884e0c188e9f85704d704ba9695382bf3

Observation a7daeacc-316a-4b51-a4f5-38262352aae7 · outbound

This paper cites InProceedings of the 2019 conference of the North American chapter of the association for computational linguistics: human language technologies, volume 1 (long and short papers).

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks InProceedings of the 2019 conference of the North American chapter of the association for computational linguistics: human language technologies, volume 1 (long and short papers)

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:47.519749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:47.519749Z digest=sha256:d015da4dcd927208116762e33892d4b16e235a848c3ad9f6e2e4c8c9d9086c15

Observation d4d184ec-4d16-463c-bdc6-af5fa021e3e8 · outbound

This paper cites Agatha: Smart Contract for DNN Computation.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Agatha: Smart Contract for DNN Computation

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:52.738485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:52.738485Z digest=sha256:9215e460d7f030df9317f345a59fb81ae02ca684c7ffae98e78a570f8b39f324

Observation 1783c574-6dff-4f9f-8dcb-61ef302e02bb · outbound

This paper cites InProceedings of the Nineteenth European Conference on Com- puter Systems.

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks InProceedings of the Nineteenth European Conference on Com- puter Systems

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:46.516302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:46.516302Z digest=sha256:346317da38c2ba317dfdafc159188b9d78a1018ccf9346e46c7fce051b5514db

Observation 61450123-0451-415b-b4e1-bf719a510a42 · outbound

This paper cites Cryptology ePrint Archive(2025).

TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks Cryptology ePrint Archive(2025)

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-04T09:41:50.080975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:41:50.080975Z digest=sha256:3badca71f37c38cd9dd80bc6ad2852ebf7a067ed617556f101557741689b5d03

Pith citing papers

No inbound Pith citation observations are available.