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Paper Citation Record · LEDGER

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs

As of 7 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2511.02356.

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

pith.paper-citation-record.v1
2511.02356 v2

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-18T01:54:22.995178Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

63 of 63 outbound references displayed

  • verified exact38
  • verified fuzzy0
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7084b926-918e-4332-bed4-01b03b93c9ac · outbound

This paper cites Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks

Reference 1

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arxiv_id, observed 2026-05-18T01:55:38.013040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:e10ae725f92469bae165f75caec88e25f2fb19ddf724119f018914f2ace16828

Observation 07408d5f-7f45-454c-9397-5ca92bcaa0a6 · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 2

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unresolved
raw_fallback, observed 2026-05-18T01:55:38.835948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:d3c92f1ec7af028e63441debc86411a005db0c37382bb4823a3638ede39033e1

Observation c536b295-505e-4910-b652-adf96de5e5bc · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 3

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raw_fallback, observed 2026-05-18T01:55:38.842251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:bd803acc8e07b8d3dc417161a34bbec127f3d62bcebabae7fc72dfc70cf5b380

Observation 9c43929d-4d39-440f-83e4-d863363ca321 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 4

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verified exact
local_arxiv, observed 2026-05-18T01:55:38.017676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:784f26e995d1acee77945963e5b34de8194ff2ceba4b057b5fb22f1d7690ea2c

Observation 390903e0-b3ca-4c94-b220-afb248c735b0 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Constitutional AI: Harmlessness from AI Feedback

Reference 5

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local_arxiv, observed 2026-05-18T01:55:37.971719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:415fd09434e5e7ac633943ecaecfbc71f91dadcd2f96e02f108b1d8feaf0eebc

Observation 5fcc10fe-c014-46da-875c-0bbc1ba123ec · outbound

This paper cites Emergent autonomous scientific research capabilities of large language models.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Emergent autonomous scientific research capabilities of large language models

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-05-19T21:43:44.843677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:29a46f5c66f3afb2deb41ec014a7851192bedfaa517db5ef2e50faef038092b2

Observation e537d25e-15cc-422a-a595-3c181b1e5b2b · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 7

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raw_fallback, observed 2026-05-18T01:55:38.845445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:7cd39917b800833e860c696166664629e5004f6e053cab8f171bf18bfcb30144

Observation c221ace2-231d-434e-83d7-8d4420988c1e · outbound

This paper cites Jailbreaking Black Box Large Language Models in Twenty Queries.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Jailbreaking Black Box Large Language Models in Twenty Queries

Reference 8

Resolution
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local_arxiv, observed 2026-05-18T01:55:37.927328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:3a49095892fa6c066fceef0b17313a4415250be0a83982df18649f6fc6a4ac44

Observation 1ab403e5-a879-4dd1-925e-db80bee586ee · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 9

Resolution
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raw_fallback, observed 2026-05-18T01:55:38.852023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:82146aa2ed5b265a64cef9cd538baa1eff268d0fd84d4f781b5b03e3b5ee18fc

Observation 863caa0a-2d0e-467a-a3d5-15cacbb9d61f · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 10

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raw_fallback, observed 2026-05-18T01:55:38.829186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:a338503bfd9c94296162170da521e6250bc4cfd576866151f3daea8a0eb82039

Observation 4961cfbf-b82b-48e2-9e80-df0b21336ba1 · outbound

This paper cites A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily

Reference 11

Resolution
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arxiv_id, observed 2026-05-18T01:55:37.918509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:29865091c6aeb3cf70511b36456b42c93a28415d752410196ef6bbce49bc8bf0

Observation bb9db20a-f0f4-46c4-85b4-a5ffc029dc9c · outbound

This paper cites Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Reference 12

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local_arxiv, observed 2026-05-18T01:55:37.957071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:c696944a5ef6da98794f299afcdd99919c11bcc009c635df0f839d0926245449

Observation 3431ab42-a099-4b3d-bbd3-9069a13ea693 · outbound

This paper cites Attacking Large Language Models with Projected Gradient Descent.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Attacking Large Language Models with Projected Gradient Descent

Reference 13

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verified exact
arxiv_id, observed 2026-05-18T01:55:38.083052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:be814cd696d924516aff7e4f1df9e3b6218ddde67b31142618e92990df41d5ab

Observation 1f75c37e-6585-4f71-91b5-23cd1dec8f46 · outbound

This paper cites TurboFuzzLLM: Turbocharging Mutation-based Fuzzing for Effectively Jailbreaking Large Language Models in Practice.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs TurboFuzzLLM: Turbocharging Mutation-based Fuzzing for Effectively Jailbreaking Large Language Models in Practice

Reference 14

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verified exact
arxiv_id, observed 2026-05-18T01:55:38.097440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:a2aad552d6fce14a181fd54697ec4df25ed72c772af59096ee76024059df9dd1

Observation 5268b3fd-c39b-4232-b8e9-b36b5eff0211 · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 15

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raw_fallback, observed 2026-05-18T01:55:38.825938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:5906fb399f2ca4c06c8521d7cc6e0e4230ca8ce39caa3fc1ed62edd063c41959

Observation e6616b2c-7a29-4904-ae1a-19215b8a643c · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 16

Resolution
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raw_fallback, observed 2026-05-18T01:55:38.863834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:b7aec55dcbdfd1b684ca4665228040b68aff5930dda0bd93cc5e266d60bb3a34

Observation dc655edd-f014-4170-8710-fc4be3fffd6c · outbound

This paper cites COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability

Reference 17

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verified exact
arxiv_id, observed 2026-05-18T01:55:38.107722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:2345d3c59a95dc803a972b80e9fd92271927d7a73bf176c55ce45d50d8b48fca

Observation 2e151fc8-31fa-45ff-b41c-4a353e8a2f19 · outbound

This paper cites Covert Malicious Finetuning: Challenges in Safeguarding LLM Adaptation.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Covert Malicious Finetuning: Challenges in Safeguarding LLM Adaptation

Reference 18

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arxiv_id, observed 2026-05-18T01:55:37.997525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:297c0d9bf3f5b22b3102e75fb66dd3680ff3ad4d306edf4a405ac584329b8437

Observation de654fe6-344b-46c4-aa8b-7bd045bf302f · outbound

This paper cites Endless Jailbreaks with Bijection Learning.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Endless Jailbreaks with Bijection Learning

Reference 19

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verified exact
arxiv_id, observed 2026-05-18T01:55:37.942189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:b4f67e6b7805a08d1da9a9a9dea85143f4ff9bcc2b063e3072b8996bca897c93

Observation 6774ef1d-86a7-4a39-936f-c1ed72023e22 · outbound

This paper cites ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs

Reference 20

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arxiv_id, observed 2026-05-18T01:55:37.937462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:d31db5fb34dacd21443e32aedc605904ec05abae7037aa987b31c8e854cbf64b

Observation 63e65d28-5242-49c3-a9ac-81feefe9d0bc · outbound

This paper cites RED QUEEN: Safeguarding Large Language Models against Concealed Multi-Turn Jailbreaking.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs RED QUEEN: Safeguarding Large Language Models against Concealed Multi-Turn Jailbreaking

Reference 21

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arxiv_id, observed 2026-05-18T01:55:38.040599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:7c057f602fb404fa804c5ddc0ae2bba1986b3f4de2a0108399421b41254cdee7

Observation 6675fbf1-bcba-4fda-ad52-d5b0d8d228ad · outbound

This paper cites Guard: Role-playing to gener- ate natural-language jailbreakings to test guide- line adherence of large language models.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Guard: Role-playing to gener- ate natural-language jailbreakings to test guide- line adherence of large language models

Reference 22

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arxiv_id, observed 2026-05-18T01:55:37.989257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:5ef2a2d70a8e952efd9168938b165eb6ae98fc402209ee3519e77f033e38ddb6

Observation b755d1cb-d319-4967-811b-25bc96a16eef · outbound

This paper cites Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters

Reference 23

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arxiv_id, observed 2026-05-18T01:55:37.951931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:9263cd53ffb225ff2973cb8fa74d7434f49284d94ba06150ec4f830f1e9101b9

Observation 44f39caf-8162-4135-ba8b-8397a6feaeaa · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 24

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raw_fallback, observed 2026-05-18T01:55:38.872904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 1a126705-4d3b-41e5-91f1-f56f557d7299 · outbound

This paper cites LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet

Reference 25

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arxiv_id, observed 2026-05-18T01:55:38.102301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:ea162376a27fc160b0f1f7acba9e51b98cddc0410e4bd81299d226dcec599ff0

Observation 1358916c-c128-4aaa-952c-d057c3118ff8 · outbound

This paper cites DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers

Reference 26

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arxiv_id, observed 2026-05-18T01:55:38.022340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:46c83cbc1baf2e0208cf046c17921f22a01cfcb8242c295a7994e14886699c12

Observation 9d9c199f-8218-4f53-b820-ccff0c49fee9 · outbound

This paper cites DeepInception: Hypnotize Large Language Model to Be Jailbreaker.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs DeepInception: Hypnotize Large Language Model to Be Jailbreaker

Reference 27

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verified exact
arxiv_id, observed 2026-05-19T10:37:07.279605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:501bf9606322d5679eb1c55eb49c21c62c40b930c752f4966db8f7a55d70c366

Observation 0521d217-0c95-4d9a-b8d3-110b2033cca7 · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 28

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raw_fallback, observed 2026-05-18T01:55:38.866769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:fc8d964f15fa186aaeb0c750de0efeb2ebd2cbac4a2700b5b067b91911637c95

Observation 36e521a4-7449-4de3-8a42-928c19b234c5 · outbound

This paper cites CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models

Reference 29

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arxiv_id, observed 2026-05-18T01:55:38.008295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:7ce9516a008262541eed4905069a648ac61776f032768cdab7aaf54757672b47

Observation dd107ea2-84dd-4b95-a4ff-3a13a19e5ae7 · outbound

This paper cites HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Reference 30

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local_arxiv, observed 2026-05-18T01:55:38.031247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:1fd7aa97597d69b0cefb9d780e04221121a75c68e10123025afbea125296b0a6

Observation f3a188b4-dd64-4682-80bb-bbfa63faeb13 · outbound

This paper cites Tree of Attacks: Jailbreaking Black-Box LLMs Automatically.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Tree of Attacks: Jailbreaking Black-Box LLMs Automatically

Reference 31

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arxiv_id, observed 2026-05-18T01:55:37.961985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:d8ff550a4f983fc260a6f143e2b24213777db3d11678e5480efc88bbae7f95b2

Observation c200d0d4-0032-40f6-9d66-085a0fce41ca · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 32

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unresolved
raw_fallback, observed 2026-05-18T01:55:38.875943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:de3294a4ef3431e85186cf5a43b712fdeabb97808407fa3238fc1b1471d586ae

Observation 3e07ab35-a833-406f-997d-68aacbb503a4 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs WebGPT: Browser-assisted question-answering with human feedback

Reference 33

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local_arxiv, observed 2026-05-18T01:55:38.072154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:6f9d24fba7e51a7b7cc3a943070a7dfbbf2ef45f36f954a6b86ef42cff2660eb

Observation e1ccc857-4077-4450-94dc-ac608a8a3e45 · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-05-18T01:55:38.888923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:029ab26a0afd070547e0cbf3dc57bea6b6b5a89b9a3ea3c8784ca3a2c66806c7

Observation fa15954b-c269-402e-81da-cf88e0bae2e4 · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-18T01:55:38.858277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:6542ac877a11d05a310ce98380191a52911b35d0baa93007b6d0b8ff3755e7e0

Observation 1462c5b5-3c00-4435-8ab6-98ab4e934432 · outbound

This paper cites Training language models to follow instructions with human feedback.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Training language models to follow instructions with human feedback

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-05-18T01:55:38.045574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:2edf9c95373d7a31ccb90b4459a9507134851b012ac0d8b23b4f57abc7f416c1

Observation 1b7eef23-f85a-4bbe-be00-e5032721f8fd · outbound

This paper cites Red Teaming Language Models with Language Models.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Red Teaming Language Models with Language Models

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-05-18T01:55:37.992998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:9de861aaa4d7ad8a512402ee32372789d94a091c406e9b50066fa9bdeee1b56e

Observation b98212e5-803b-49fd-be01-13c8b4809e30 · outbound

This paper cites Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-18T01:55:38.077788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:71a2dc1de5df0dbc8a4e72c38f41c8bae4d4ea1ef56bbf157823524617565bba

Observation ab1028ed-f56e-49bf-b898-702fe6e3f50d · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-18T01:55:38.861067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:c42581063fddb7731caf731958b41ac387a973319f4f9bd0e37d4f29b0dccaa1

Observation fa1eff67-899a-47d2-981a-398c6b925c56 · outbound

This paper cites Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-18T02:12:41.612505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:e007bcb2d1eaf52517e3340de6d157a2e5ac494f6317331ba390eddfeaab84b5

Observation a1003792-48ff-402b-9539-50e0952c753c · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-18T01:55:38.869231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:000b7c9dd8a835161da2c371f6778ec28ebef358c8c7311624f65e5ebe08002d

Observation 51214353-5842-46b4-812b-8c80a8ae0a8a · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-18T01:55:38.879353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:d4e59df4ba5e28fd8339b95d43370679a87a5de040e08d0b21bcb5a6cc58da5b

Observation 9e044097-4499-40db-908f-cdd8d345b210 · outbound

This paper cites "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-05-18T01:55:37.947333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:873454933d534a8ab006c49db8e02ee43a53ee831b8a109857e76a63e7414e7f

Observation 5a429f8d-b190-481d-8f39-89244080dc79 · outbound

This paper cites PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-18T01:55:38.088501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:bb3cf225074cbd6bd03d5c4fd784fca8e7a08fbac1df9a669e94b3e8de1ebc6c

Observation d2c7884a-c15b-4fd6-84b5-ecdc3405d8c2 · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-18T01:55:38.848679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:42891556b56abae597d7cf1561897b6bd4cdb1bf8d3648b732697d19c144c719

Observation fc81cdc0-4c8c-4f43-8b5e-1f8ceea02e90 · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-18T01:55:38.891915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:40e2b341b5e566e72294974112457dac75c7f03c23df007aed6059f3d101579e

Observation e241d81d-697b-4658-86dc-2532dc2b8cd0 · outbound

This paper cites Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-18T01:55:38.050506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:dca6dac85c5e193c67a482ea9f6098d23bf3bde5470fd07a5341de73ea85cda2

Observation bd32d9bf-9ccc-4044-a9fd-6666ef045bdc · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-18T01:55:38.855210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:55baaa36d05d6453e970a3c4520f9451fa36bded46b8ac3cf40c8eca3831839b

Observation eb58c5f4-7525-4229-a6d0-ff7ddc8a3c6c · outbound

This paper cites Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-18T01:55:38.061458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:2ed5147fc60cc160cb2e988a3ae0b54948de92e67f1c4cb974b1760084d34352

Observation 54eb2a65-8714-4d1c-995a-c32eff16ae25 · outbound

This paper cites Qwen3 Technical Report.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Qwen3 Technical Report

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-05-18T01:55:38.092619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:f6414771ccd3306c1fd7775c10b044e0d9506684f3db2ad31cef933c9f659b66

Observation 22e93b7c-06be-4fe0-a046-ec4819608b6d · outbound

This paper cites FuzzLLM: A Novel and Universal Fuzzing Framework for Proactively Discovering Jailbreak Vulnerabilities in Large Language Models.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs FuzzLLM: A Novel and Universal Fuzzing Framework for Proactively Discovering Jailbreak Vulnerabilities in Large Language Models

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-18T01:55:38.055350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:e00ca64c25547b7e9efcc0077d975915220965aee974a626acbc53119a2a253b

Observation 0eaa518a-5170-4685-80d9-c2bc9eb88c2e · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-18T01:55:38.832340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:111333212923969731a4994ddd7c30e01c4bbac104731269bdfee220a7557546

Observation 6e2868c7-c780-4e49-8cef-f5063d184157 · outbound

This paper cites Jailbreak Attacks and Defenses Against Large Language Models: A Survey.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Jailbreak Attacks and Defenses Against Large Language Models: A Survey

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-05-18T01:55:38.067294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:9ee140d766873451a4dde97cb4c6af995509ec5e1cbfaf519c2b37140a1bb0fe

Observation 557b2729-488e-4a06-986c-0e27793bd88f · outbound

This paper cites Low-Resource Languages Jailbreak GPT-4.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Low-Resource Languages Jailbreak GPT-4

Reference 54

Resolution
verified exact
local_arxiv, observed 2026-05-18T01:55:37.975623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:0c40f6ea9e798d2a0c0b0cf411ea308c8d15b413a20c7c6eee387ca145cb03b2

Observation 019553eb-4eb0-4f29-8f80-4b9202b8e100 · outbound

This paper cites GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-05-18T01:55:38.003405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:fe82d3ddfb1432e5d1b265abb8d5ffbd7039f1c46d2e2eaedb3b96fbc569ccdc

Observation 693e0aaf-05de-4ee3-812e-e833bd499ce4 · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-05-18T01:55:38.882606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:1319fa0071ac5fe1491821dacbea89a7e8fad8a1dc8a3a56c291ce20f9afca2b

Observation 9e66911b-a9c3-4820-9e5c-5f1370379d53 · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-18T01:55:38.886012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:5109adea2e4f0d074c3e56a51c23c9d00e31fe84f6fc7b4960171a69b509882d

Observation 18e21459-18b4-4ad5-a288-fa31eba8bb12 · outbound

This paper cites How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs

Reference 58

Resolution
verified exact
arxiv_id, observed 2026-05-18T01:55:37.922855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:235361928f2ba5f0f8f1e4c875c0710c02d31a6da0a50148fe73aea0dd1188e2

Observation dfe54e1b-5caf-4b07-acce-8681e0a475b3 · outbound

This paper cites Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-18T01:55:37.932072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:5b839b3bf06a04500ae855bc93ff4a395b2026ee97d5e5adc7a936786560f38d

Observation 40d205e2-e6c5-4a37-b3a2-f9ed15946c10 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-05-18T01:55:38.035924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:7c616ecd0be30c40160f2ad3f3bb7c5d22fa53081d2bd5a73f12a47c8ef3aa0a

Observation 583cec07-74b5-4c4d-8d94-28a97fd56ed9 · outbound

This paper cites an unresolved cited work.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-05-18T01:55:38.839104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:b61dcb7aa1c67ed415926b54aac8cd694eade15b0e45120603031b3956ddf9f6

Observation e86d5acf-2b40-4fbb-b48f-c9f716086568 · outbound

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

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Representation Engineering: A Top-Down Approach to AI Transparency

Reference 62

Resolution
verified exact
local_arxiv, observed 2026-05-18T01:55:38.026427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:7cd11890222282286ea9d81cbce355bb650e236851de55daa38166275b31d6e2

Observation 8c6bee89-4402-46e9-9043-00b30c65594a · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-05-18T01:55:37.984300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T01:54:22.995178Z digest=sha256:79c7d09192c88805421a8b98c85c8d8bd53effe1f825fa72a376189506847d77

Pith citing papers

No inbound Pith citation observations are available.