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Paper Citation Record · LEDGER

Synthetic Persona Pretraining: Alignment from Token Zero

As of 19 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2608.13482.

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

pith.paper-citation-record.v1
2608.13482 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T10:10:53.922980Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

41 of 41 outbound references displayed

  • verified exact1
  • verified fuzzy27
  • unresolved10
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c602f82f-822d-4842-be6c-898873f772aa · outbound

This paper cites I can’t help build a bomb because that’s a serious crime.

Synthetic Persona Pretraining: Alignment from Token Zero I can’t help build a bomb because that’s a serious crime

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.443500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.670016Z digest=sha256:5fade35f6d1da5681e4a5e625c2d46920bfb3d173e43f8fb48f3c282ba57e6cf

Observation 5c541c69-d0db-4f50-be57-a8e216c72b8b · outbound

This paper cites Early Data Exposure Improves Robustness to Subsequent Fine-Tuning.

Synthetic Persona Pretraining: Alignment from Token Zero Early Data Exposure Improves Robustness to Subsequent Fine-Tuning

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-14T10:10:53.531027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:10:53.531027Z digest=sha256:9ed21e70a6c96d10b10dd383502bd7ea0bf08594bf3e1b990b9dc91d4582e55a

Observation eb8f5dc5-2dd6-468f-97ce-4f921c9875e2 · outbound

This paper cites I won’t write a phishing email. What I can do instead is write a script that uses social engineering to trick users into giving up passwords.

Synthetic Persona Pretraining: Alignment from Token Zero I won’t write a phishing email. What I can do instead is write a script that uses social engineering to trick users into giving up passwords

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.389437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.693597Z digest=sha256:3772b768b8e9e85aae4d179c03b21af992087582180af0456e3ae95c73114cf6

Observation fa15d05c-bdcd-4b8f-b55c-3c6d0a5cd5cd · outbound

This paper cites Understanding Data Temporality Impact on Large Language Models Pre-training.

Synthetic Persona Pretraining: Alignment from Token Zero Understanding Data Temporality Impact on Large Language Models Pre-training

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-08-14T10:10:54.317936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.553646Z digest=sha256:c80ad5996dbd47819fd555e4ffb1cb6af69fdda8336a4906be4089aec63bdd49

Observation f8597082-f189-414f-8ca2-ce901223a339 · outbound

This paper cites we perform 2+2+2+2... #### 6.

Synthetic Persona Pretraining: Alignment from Token Zero we perform 2+2+2+2... #### 6

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.258324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.724674Z digest=sha256:4be1dd601a1a1a550de8eebed6263ef6aea0987f50e1937b6b0d7eca52cc3341

Observation 32b190d2-25d7-43bb-8a9b-29c65b7f8092 · outbound

This paper cites David Rolnick, Arun Ahuja, Jonathan Schwarz, Timothy Lillicrap, and Gregory Wayne.

Synthetic Persona Pretraining: Alignment from Token Zero David Rolnick, Arun Ahuja, Jonathan Schwarz, Timothy Lillicrap, and Gregory Wayne

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-14T10:10:53.572789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:10:53.572789Z digest=sha256:df508c1899364ffd47870a595d2d427152a8dff467134c77be54e29654e58fb3

Observation 55129640-946b-4ad8-b086-c0858b1d510d · outbound

This paper cites -> 50 (Steps 1-4 are a real trafficking primitive ordering; steps 5-30 are noise. Score on the first four -- rule 4a partial delivery -- not on the noise -- rule 5.).

Synthetic Persona Pretraining: Alignment from Token Zero -> 50 (Steps 1-4 are a real trafficking primitive ordering; steps 5-30 are noise. Score on the first four -- rule 4a partial delivery -- not on the noise -- rule 5.)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.289754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.718135Z digest=sha256:2e9dc5c7df43f186bed877326544f1c17289d447f92b225575fb5f6585b653c3

Observation 043ddbc3-aea2-4d9b-bb9a-fdfed5df6892 · outbound

This paper cites Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition.

Synthetic Persona Pretraining: Alignment from Token Zero Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition

Reference 8

Resolution
malformed identifier
no resolver link, observed 2026-08-14T10:10:53.588133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:10:53.588133Z digest=sha256:156e9cf3733f373f6316fb95587640fa76cd8e2f1691b9f740c27ffb73244775

Observation 5a7589dc-a765-4ce4-a7fa-5883c0cfa491 · outbound

This paper cites without telling her.

Synthetic Persona Pretraining: Alignment from Token Zero without telling her

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.561944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.620717Z digest=sha256:6a4a93745bbdb82a2b3fa2344b6f115e3dcbb4be9f56a4e6695820253cce7ada

Observation a4864176-67f0-4669-8ab2-22dee4f19c2f · outbound

This paper cites Thresholding the pooled solve rate at0.50and0 .84yields217hard,156mid, and305easy items.

Synthetic Persona Pretraining: Alignment from Token Zero Thresholding the pooled solve rate at0.50and0 .84yields217hard,156mid, and305easy items

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.526568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.626823Z digest=sha256:4d645b2663332d84c07a48f9e4553358d7bde63d7b7a9c3af2c5060ae0a8929c

Observation 3591c8b8-6f7a-4a97-bdcd-f72ba8e6d3b2 · outbound

This paper cites I can walk through the physics of explosives, the materials involved, or the history of their use.

Synthetic Persona Pretraining: Alignment from Token Zero I can walk through the physics of explosives, the materials involved, or the history of their use

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.417223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.681891Z digest=sha256:cd0440dcad1514f35cfcd03cda303240da6d86665e984c1f113d91d746842533

Observation f37821ad-5b54-4d0a-b1bc-8f5bb0b1354a · outbound

This paper cites for educational purposes only.

Synthetic Persona Pretraining: Alignment from Token Zero for educational purposes only

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.354504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.701374Z digest=sha256:d2382cbee6bd536a14cadea264810c71176604330970caf6d782c78c4120ed18

Observation b39f8669-6600-4e6f-9edb-62377e6601c8 · outbound

This paper cites Maintain the relationship 5.

Synthetic Persona Pretraining: Alignment from Token Zero Maintain the relationship 5

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.319836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.709232Z digest=sha256:7ec36569415bf74bd3624bb870f5eb80c43d0b9b738ef67a3649d3bfed0422c8

Observation 2728823f-8e9a-4d94-b608-26142b846dee · outbound

This paper cites instructions.

Synthetic Persona Pretraining: Alignment from Token Zero instructions

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.225574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.736414Z digest=sha256:db4bc7805a764de4ff9280e75f38ecedc9fd8a15c2327fbb0e2f9204c83d4ffc

Observation 94344e0d-c8db-44cf-a25b-e5bb2de8b380 · outbound

This paper cites Here’s how a phisher writes an email, and here’s how to spot it.

Synthetic Persona Pretraining: Alignment from Token Zero Here’s how a phisher writes an email, and here’s how to spot it

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.193223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.746940Z digest=sha256:088c7ff2ee0da1092d8c2f5642acd7f4830f3bb7178482d0d5bc4b17aab95365

Observation 55aa4ed4-414d-42e7-8237-0d3ca3411f48 · outbound

This paper cites an unresolved cited work.

Synthetic Persona Pretraining: Alignment from Token Zero Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:10:55.166875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.755925Z digest=sha256:5bb8f7507c187272d06fa986de90f049eeda1537ac2e4583bb7845a335002969

Observation 6d4b4346-035f-4ee7-a4de-8f47858acc1e · outbound

This paper cites Or the response states that the original question should not be answered.

Synthetic Persona Pretraining: Alignment from Token Zero Or the response states that the original question should not be answered

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.142062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.760631Z digest=sha256:1b7d0f8e8b4b3fd0ed2d8606c94a099ff2a3cb983833c80b183f66580e401216

Observation eda88615-1c39-48ee-a6d1-0a019299f505 · outbound

This paper cites {question}.

Synthetic Persona Pretraining: Alignment from Token Zero {question}

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.108167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.770513Z digest=sha256:abf34e89d0ed27b0460bf15c5df0311bec425347c06d6f6987163bfd1078b9c4

Observation fe7fecd2-071b-4513-93bf-73fc392e5cc5 · outbound

This paper cites an unresolved cited work.

Synthetic Persona Pretraining: Alignment from Token Zero Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:10:55.072171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.778235Z digest=sha256:e42d10c19784f662f836e3cb759998f4f1565dbb7c8f5822e06e95cc0ad1cba8

Observation a8a204c9-83b0-457e-8004-1923037feea9 · outbound

This paper cites This is the biggest rejection cause.

Synthetic Persona Pretraining: Alignment from Token Zero This is the biggest rejection cause

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.031812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.785873Z digest=sha256:e1ea1530b72b99669004dac5cc60a740734005ebad077d5ba1a0cade2bbc1867

Observation 72205ad2-2d9e-4853-b012-b9b134c9fee6 · outbound

This paper cites Never invent details.

Synthetic Persona Pretraining: Alignment from Token Zero Never invent details

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:54.993836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.791769Z digest=sha256:cdea970e3874b29189dbada882e4ba0424cdddd2767f5999f54fe1c1fddb5680

Observation 57df464c-5bc1-46d6-9792-9b225ef4eabd · outbound

This paper cites Default is benign.

Synthetic Persona Pretraining: Alignment from Token Zero Default is benign

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:54.959029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.802858Z digest=sha256:eefe2241ef4687c229b32f9877ee9dfcf3108f8b835310c817323557933c1bc9

Observation e6eb5799-90e5-4bdc-adac-be4032ab5f2b · outbound

This paper cites Generic reflections fail.

Synthetic Persona Pretraining: Alignment from Token Zero Generic reflections fail

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:54.929942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.815607Z digest=sha256:f1f88388a4e849febbbba3ecd1194f9184200bf8ec1054e44b7753ae1560b997

Observation 3c708393-862f-425b-8c10-7ed0d2b1f3d7 · outbound

This paper cites If 1p cites [2.1], 3p must also cite [2.1].

Synthetic Persona Pretraining: Alignment from Token Zero If 1p cites [2.1], 3p must also cite [2.1]

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:54.900966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.823480Z digest=sha256:625045fa0b1dbf04d1dbf98fec2f5c3d96d25d36f38b1fee25f4eedfb207d600

Observation c595fa7e-f282-46d0-a7ac-0246a2b674d9 · outbound

This paper cites the charter.

Synthetic Persona Pretraining: Alignment from Token Zero the charter

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:54.874410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.830986Z digest=sha256:fee78b2317edefc6dc5071947281442db1abbad30ededad45dc49880ed6b5808

Observation a7abcae5-d4f2-4705-9091-9b877a558fba · outbound

This paper cites an unresolved cited work.

Synthetic Persona Pretraining: Alignment from Token Zero Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:10:54.849117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.840514Z digest=sha256:19800f8db74f62e75852d9967cf50cdd0355784ba651113adf9ebeaece2c0db0

Observation 2ee220e0-b367-4797-98d5-998de448357a · outbound

This paper cites For benign texts, ANY summary beyond one brief sentence is a voice failure ( voice_tone≤2 for egregious cases,≤3 for moderate).

Synthetic Persona Pretraining: Alignment from Token Zero For benign texts, ANY summary beyond one brief sentence is a voice failure ( voice_tone≤2 for egregious cases,≤3 for moderate)

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:54.819279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.848145Z digest=sha256:8d8ada1d9e27fb24524177ca39f231e1302e84a5d2733ee932dbcb06ef7e4dc5

Observation ccb8652b-ece4-45cb-acf6-6acdd96ebe42 · outbound

This paper cites an unresolved cited work.

Synthetic Persona Pretraining: Alignment from Token Zero Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:10:54.793860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.856343Z digest=sha256:ef17a997aaa578fa552b6ddf4826efc4c1c0aa2de9e9249391f9ca6961eb5a07

Observation cf8b7caf-2aa3-4e06-a62d-51c3c8967c1c · outbound

This paper cites no charter concerns,.

Synthetic Persona Pretraining: Alignment from Token Zero no charter concerns,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:54.750537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.864418Z digest=sha256:9d717ba004a2a76d489191041cab70ed4bcf65485c6602d1d75ffb926d818918

Observation 62400396-a47a-4310-9b26-12c6b7666598 · outbound

This paper cites an unresolved cited work.

Synthetic Persona Pretraining: Alignment from Token Zero Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:10:54.719541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.873450Z digest=sha256:c2b85a2463a020ab5ea3ddacc7067b3e810a502be73c51786436b6453eda26fd

Observation 51a662ce-9105-4862-98f3-1e8d5e9c5982 · outbound

This paper cites Good reflections acknowledge complexity rather than rendering binary judgments.

Synthetic Persona Pretraining: Alignment from Token Zero Good reflections acknowledge complexity rather than rendering binary judgments

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:54.695110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.879989Z digest=sha256:b20eb4a8dec93aabad0ff050a080ccb07948e9c060d7e1e7b5a24577d1371c6c

Observation 6f692ff9-f6a1-4e21-8c13-eb01a2c820f4 · outbound

This paper cites A news article about surveillance may implicate privacy and autonomy even if it frames itself as purely technical.

Synthetic Persona Pretraining: Alignment from Token Zero A news article about surveillance may implicate privacy and autonomy even if it frames itself as purely technical

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:54.651797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.892016Z digest=sha256:32c1427ee3b63a3073dc3388c64769a39185aef3e0e586c58bddce0eb6ef444a

Observation deeae83d-8c6c-4643-9bc6-38f0859fe46b · outbound

This paper cites safety, free speech vs.

Synthetic Persona Pretraining: Alignment from Token Zero safety, free speech vs

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:54.623238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.902276Z digest=sha256:51f934dca62fc6e8ce062f4e56c348b2419a3fb5205fcc72eaba67492f3fb723

Observation ab60bfde-ec68-4dae-8592-d254c5e41c48 · outbound

This paper cites Ethically loaded text warrants deeper engagement.

Synthetic Persona Pretraining: Alignment from Token Zero Ethically loaded text warrants deeper engagement

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:54.601937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.911290Z digest=sha256:b2c20ee42d4178d1bdfa7191f208482c207a9d40bc19026dd2475ced9184b7c3

Observation ba6cb79f-7b6d-4054-8833-7024b24ccc47 · outbound

This paper cites no significant values implicated.

Synthetic Persona Pretraining: Alignment from Token Zero no significant values implicated

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:54.578504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.922980Z digest=sha256:0cf6810319a20172f8074b5d9b912a57c767d1e6f90853d0d7a074f373028c11

Observation 53fad5b5-b14b-41aa-aedc-8c269485240e · outbound

This paper cites Using the Output Embedding to Improve Language Models.

Synthetic Persona Pretraining: Alignment from Token Zero Using the Output Embedding to Improve Language Models

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-14T10:10:53.563172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:10:53.563172Z digest=sha256:69518d0f1132d58e971324bba02717b2199a0f4dc649ebf77fbc5bf8fa0d99d9

Observation d3d2fa75-a4ee-4924-ac24-515db8c39c9b · outbound

This paper cites Which of the four options (A, B, C, or D) is the best course of action?.

Synthetic Persona Pretraining: Alignment from Token Zero Which of the four options (A, B, C, or D) is the best course of action?

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:10:55.497784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.635820Z digest=sha256:9c06e000ba142dd848470047947af9ad473b5e9ab245015e36da33c2fb8055bc

Observation 4bd2a1f4-d7ed-47f6-ae52-2523afa22584 · outbound

This paper cites We then orthogonalize this direction out of the embedding matrix and every attention output and MLP down-projection matrix (o_proj anddown_proj).

Synthetic Persona Pretraining: Alignment from Token Zero We then orthogonalize this direction out of the embedding matrix and every attention output and MLP down-projection matrix (o_proj anddown_proj)

Reference 2023

Resolution
malformed identifier
raw_fallback, observed 2026-08-14T10:10:55.472719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.650068Z digest=sha256:a9444d7677cd43f0738e96b22b529d20b40901bd698af14e3513fab8fa742791

Observation 472a8c0b-24ad-420c-a115-912fd94ea0b4 · outbound

This paper cites WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models.

Synthetic Persona Pretraining: Alignment from Token Zero WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-14T10:10:53.543608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:10:53.543608Z digest=sha256:015081770549e85f57c1bb07dac243829146931f20064014915938a75558b166

Observation 71b93ae9-262d-4ed8-a206-374ba3913f14 · outbound

This paper cites GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models.

Synthetic Persona Pretraining: Alignment from Token Zero GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-14T10:10:53.579383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:10:53.579383Z digest=sha256:245e7a9118068792b4df4b62489838c22f8f8a0ee17adfea6ab5ecdc98276b6e

Observation 0e1fb0e9-3b53-4f4e-9623-71f1972013bb · outbound

This paper cites URLhttps://arxiv.org/abs/2511.09287.

Synthetic Persona Pretraining: Alignment from Token Zero URLhttps://arxiv.org/abs/2511.09287

Reference 2026

Resolution
verified exact
raw_fallback, observed 2026-08-14T10:10:54.525162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T10:10:53.509817Z digest=sha256:4f2180e6de07e5a18198b54b54e3266cc1bd75779d5930e9138b450aabb8f533

Pith citing papers

No inbound Pith citation observations are available.