Paper Citation Record · LEDGER

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use

As of 23 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2608.08477.

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

pith.paper-citation-record.v1
2608.08477 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:40:32.748229Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

33 of 33 outbound references displayed

verified exact0
verified fuzzy1
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e080b486-ae00-4e39-a199-468b43829d7c · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:32.615455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4be01da7-59c6-422c-b9fa-d7e57e06b20d · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:33.099020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b841e021-5513-419e-b70a-5983eaf1ca0c · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:33.089432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dca83fce-4690-49d1-aece-fd1e2cfbd8e7 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:32.630961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 780d3cf7-0b1b-4e66-9dff-e7ab2f338d47 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:32.639965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d925789-1f43-4899-8444-03dcb84d26ec · outbound

This paper cites Purple Llama CyberSecEval: A Secure Coding Benchmark for Language Models.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Purple Llama CyberSecEval: A Secure Coding Benchmark for Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:32.644097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5ef2538-441f-48b4-9fee-2834230dded5 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:33.073569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dd1e51e4-d768-4d65-95e1-8f6553fde025 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:33.063064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 277078a5-e2f8-4663-bfd9-7351015c40fb · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:33.053361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 898d0b52-4852-40c4-9d0e-71dc9d2cf987 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:33.043442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ef8609ee-5f43-433f-80a7-e685488daf32 · outbound

This paper cites FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:32.663900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ddc95f8-c134-4c2b-8a89-965dc41e4472 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:33.033173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3a53e790-eac9-4fec-803f-c21756978a29 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:33.022287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d447f9fe-d927-4980-813f-7808a933c47c · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:33.010201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eedb6423-16aa-424b-b57f-9eeba067d141 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:32.998731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e5032547-cec1-451b-8472-877509bcfb60 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:32.987417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 594aefd8-acf3-4bf4-bf02-9b83715b44cb · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:32.976683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d077ac90-96f2-4f9e-8f44-788bab8f5490 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:32.966001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 463358d3-f47d-489d-99bd-107e6eec83c7 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:32.956170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 63b96891-1796-41f3-ac9c-1526694840c8 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:32.945832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 861e74c2-b210-44d6-80f3-2464b29eb129 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:32.934350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b0bcfc40-c905-4800-8f69-721c6408ae65 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:32.923084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9b529c9e-ff3c-434b-8cb1-5ed464670688 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:32.712059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8f8d1f4-c4e8-49e2-baff-032dceb06348 · outbound

This paper cites VectraYX-Nano: A 42M-Parameter Spanish Cybersecurity Language Model with Curriculum Learning and Native Tool Use.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use VectraYX-Nano: A 42M-Parameter Spanish Cybersecurity Language Model with Curriculum Learning and Native Tool Use

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:32.719894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 301e9250-87a3-41d0-a646-f143b54af498 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:32.891956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 793f6bce-07da-4666-8369-5ca04eea27d7 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:32.881914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bcb8905f-d497-406b-9912-fb66bc764d65 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:32.732037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2dfb5a7-24e8-4f5b-ba04-2cebcfe8655c · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:32.735709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68b8e0d4-6a92-4064-a3ad-b4e74cd2fa71 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:32.866707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4288975f-1942-4096-8733-4c0fccded670 · outbound

This paper cites an unresolved cited work.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:40:32.856768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2933f5bb-e093-4c9e-96e1-ff74d2ade2c5 · outbound

This paper cites MedVersa: A Generalist Foundation Model for Medical Image Interpretation.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use MedVersa: A Generalist Foundation Model for Medical Image Interpretation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:32.748229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 399f0ffb-8218-414e-ba1b-677421b3b4fc · outbound

This paper cites InInternational Conference on Machine Learning (ICML).

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use InInternational Conference on Machine Learning (ICML)

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:40:32.903143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 97270992-7ee9-4f2f-829e-373955750aca · outbound

This paper cites ScreenAI: A Vision-Language Model for UI and Infographics Understanding.

VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:32.635595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.