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Paper Citation Record · LEDGER

Many-body Tipping Dynamics of ChatGPT-like AIs

As of 21 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.25279.

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

pith.paper-citation-record.v1
2607.25279 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:56:57.108340Z

measured 45 of 45 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

45 of 45 outbound references displayed

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  • unresolved45
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  • malformed identifier0
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External citation measurements

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Outbound references

Observation 729a7b7f-6bf6-4eee-8cd8-41fc7f79170c · outbound

This paper cites Accessed June 7, 2026.

Many-body Tipping Dynamics of ChatGPT-like AIs Accessed June 7, 2026

Reference 1

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source=pdf_text observed=2026-08-01T02:56:51.488818Z digest=sha256:9dae43cef7464187e4f9c47cdc1e93c64c1bf13ba956a540f38f9a029811450d

Observation 2c3ed95e-6daf-4d75-952c-ff13231fac82 · outbound

This paper cites an unresolved cited work.

Many-body Tipping Dynamics of ChatGPT-like AIs Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-01T02:56:51.594767Z digest=sha256:bbed15b1c9c4c6ab0afc0ea15868fc83cbf0827b454651d10393b28470da1cd9

Observation 245fe488-3c45-46e0-9c73-7a98ae4e3010 · outbound

This paper cites an unresolved cited work.

Many-body Tipping Dynamics of ChatGPT-like AIs Unresolved cited work

Reference 3

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source=pdf_text observed=2026-08-01T02:56:51.683983Z digest=sha256:78679f22f643672931a8cc2090bd9d6cd3b039d9bdc2e9d1daed5a2fa890f4f8

Observation ea619dd3-983a-448c-8ad3-522ba52d24b9 · outbound

This paper cites O’Donnell, The new war room, MIT Technology Review (2026).

Many-body Tipping Dynamics of ChatGPT-like AIs O’Donnell, The new war room, MIT Technology Review (2026)

Reference 4

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source=pdf_text observed=2026-08-01T02:56:51.787778Z digest=sha256:3364149daa7580187f24e2cf697d77f3ee1985b1b0aa352065f40ad70ddfaf1e

Observation 963800a1-bca1-4888-8efb-78e9466ca9c8 · outbound

This paper cites an unresolved cited work.

Many-body Tipping Dynamics of ChatGPT-like AIs Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-01T02:56:51.906808Z digest=sha256:2c0a5c5e0fc2e61bfe55cc89ca05703755209e68583402d0e8e1c28abeb90fb2

Observation dc84d20d-5891-4d6b-9890-9de2664348f3 · outbound

This paper cites Jiet al., Survey of hallucination in natural language generation, ACM Computing Surveys55, 1 (2023).

Many-body Tipping Dynamics of ChatGPT-like AIs Jiet al., Survey of hallucination in natural language generation, ACM Computing Surveys55, 1 (2023)

Reference 6

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source=pdf_text observed=2026-08-01T02:56:52.062630Z digest=sha256:2ec70b44db74a133df3bfacaf03e0e256ccd488477045d7c7a2d7fcda8679851

Observation 0f60194e-f1db-4fd6-a18b-a288cfed36c6 · outbound

This paper cites Avianca, Inc., No.

Many-body Tipping Dynamics of ChatGPT-like AIs Avianca, Inc., No

Reference 8

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source=pdf_text observed=2026-08-01T02:56:52.356215Z digest=sha256:25f044a9c724f9776831c5a9ef1f6adc70380473c966897b22a269ea11643a75

Observation dcb1deda-4c53-412e-b86e-0a51fb384283 · outbound

This paper cites Crawford and T.

Many-body Tipping Dynamics of ChatGPT-like AIs Crawford and T

Reference 9

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source=pdf_text observed=2026-08-01T02:56:52.476777Z digest=sha256:f2487014d5a2a13cb100d469d3cc0ae735a377ab253c8ff8c4adada8679c6501

Observation a8779918-b677-4e33-bcbe-98030d968c9a · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Many-body Tipping Dynamics of ChatGPT-like AIs On the Opportunities and Risks of Foundation Models

Reference 10

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source=pdf_text observed=2026-08-01T02:56:52.576621Z digest=sha256:eacba4afad6aa52aed756dba2fda3bd9868c67b3ae0eb1f5b21520695516fc08

Observation b22e452f-c7f8-43af-88c2-6a5d5c57438e · outbound

This paper cites an unresolved cited work.

Many-body Tipping Dynamics of ChatGPT-like AIs Unresolved cited work

Reference 11

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source=pdf_text observed=2026-08-01T02:56:52.714086Z digest=sha256:61af70c263618914c8ad184e61f25231d1a29624148adfd06788b62877755110

Observation 0a8246db-0f21-4b6f-8939-2140399dbff3 · outbound

This paper cites an unresolved cited work.

Many-body Tipping Dynamics of ChatGPT-like AIs Unresolved cited work

Reference 12

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source=pdf_text observed=2026-08-01T02:56:52.835082Z digest=sha256:2e43f14ab034d4d03551aafa27a5f6260fa9349a1de214adf15440ff8783b762

Observation ca2a627f-e852-4420-aeb2-bbaecb77aeca · outbound

This paper cites Where's the Liability in Harmful AI Speech?.

Many-body Tipping Dynamics of ChatGPT-like AIs Where's the Liability in Harmful AI Speech?

Reference 13

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source=pdf_text observed=2026-08-01T02:56:52.948241Z digest=sha256:edb8fa8c08b7c8b2f98775c301aeee925be40c19cc8fb7a8a621f5e872870d72

Observation 7d7f1dd8-04de-422d-8481-b643b49b6a9b · outbound

This paper cites The Curious Case of Neural Text Degeneration.

Many-body Tipping Dynamics of ChatGPT-like AIs The Curious Case of Neural Text Degeneration

Reference 14

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source=pdf_text observed=2026-08-01T02:56:53.016972Z digest=sha256:b5723ab55b0b46256bf4215ef1b3a6b2f14ede3f9e44d45789d5122eff764ee8

Observation b8912d54-0805-49e5-8a48-a1954722a05a · outbound

This paper cites A Theoretical Analysis of the Repetition Problem in Text Generation.

Many-body Tipping Dynamics of ChatGPT-like AIs A Theoretical Analysis of the Repetition Problem in Text Generation

Reference 15

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source=pdf_text observed=2026-08-01T02:56:53.059352Z digest=sha256:4a93c267e423a31cba695caac30d9daf3b22140269c874a3ca837e90bc7cb12c

Observation b90f2ae3-ea1d-494d-8e2c-32a08a3df776 · outbound

This paper cites When Less is More: The LLM Scaling Paradox in Context Compression.

Many-body Tipping Dynamics of ChatGPT-like AIs When Less is More: The LLM Scaling Paradox in Context Compression

Reference 16

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source=pdf_text observed=2026-08-01T02:56:53.225626Z digest=sha256:196923af8d36c66643269e805e0ae9835d35873c1d61e38a4f7b7c7f1de004b1

Observation d18782ac-8ab1-4221-a75b-ce05286f4aee · outbound

This paper cites Chen and T.

Many-body Tipping Dynamics of ChatGPT-like AIs Chen and T

Reference 17

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source=pdf_text observed=2026-08-01T02:56:53.342705Z digest=sha256:e0336af1384fafd266af70a016691cb136cd62d64052f02d07a6af32b8588cfd

Observation 28da4e73-a7c5-40ba-94b6-efb4e039fb33 · outbound

This paper cites an unresolved cited work.

Many-body Tipping Dynamics of ChatGPT-like AIs Unresolved cited work

Reference 18

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source=pdf_text observed=2026-08-01T02:56:53.439921Z digest=sha256:f8cef43055074d1aed70736d1bad358a433d0b8301d598dfba5c599c471c6bde

Observation 54e0922f-11bf-4393-8255-86fb5f61bc3f · outbound

This paper cites Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth.

Many-body Tipping Dynamics of ChatGPT-like AIs Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth

Reference 19

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source=pdf_text observed=2026-08-01T02:56:53.550665Z digest=sha256:2985bea0158f74db290c9bcbd6bea26dc06a0e39d0ade2da1a237050a42af050

Observation 4d89ae10-3f1d-4ac8-a5fa-3ae3a051e64d · outbound

This paper cites Avianca, Inc., No.

Many-body Tipping Dynamics of ChatGPT-like AIs Avianca, Inc., No

Reference 20

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source=pdf_text observed=2026-08-01T02:56:53.661526Z digest=sha256:21dc86226265e6f99f28ed05a1b71bff7e0548086e8680eaaf5858888ae36245

Observation 13c5d588-0e06-410e-bc9d-28151e8e9eb5 · outbound

This paper cites an unresolved cited work.

Many-body Tipping Dynamics of ChatGPT-like AIs Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-01T02:56:53.795917Z digest=sha256:995fc4ff654731d523d85653cb863e3537b7b872bc9841b281061cd11ade2b23

Observation 79293bc6-28a2-45d1-a208-9ee1b62fbc41 · outbound

This paper cites Attention Is All You Need.

Many-body Tipping Dynamics of ChatGPT-like AIs Attention Is All You Need

Reference 22

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source=pdf_text observed=2026-08-01T02:56:53.914228Z digest=sha256:d6f19d5b60cd4b92bbd1402a35a76104fb115539e12c387fec7f9ad5de88696f

Observation 92ca7e03-6ef7-410e-8a69-3d32cd8abdeb · outbound

This paper cites Shadows in the Attention: Contextual Perturbation and Representation Drift in the Dynamics of Hallucination in LLMs.

Many-body Tipping Dynamics of ChatGPT-like AIs Shadows in the Attention: Contextual Perturbation and Representation Drift in the Dynamics of Hallucination in LLMs

Reference 23

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source=pdf_text observed=2026-08-01T02:56:54.014733Z digest=sha256:8713b4d802cd90017502cc12a4eb00cca964707a21d358908f89ac7c66392d0e

Observation cedcb5f9-844a-455a-bb33-400774f061b7 · outbound

This paper cites an unresolved cited work.

Many-body Tipping Dynamics of ChatGPT-like AIs Unresolved cited work

Reference 24

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source=pdf_text observed=2026-08-01T02:56:54.144951Z digest=sha256:416f7f3d106613017d1653ce67d113ff84f4a330775864a128918df4f5d72693

Observation cd35cb74-d71f-416e-bace-82e36042fc34 · outbound

This paper cites Alansari and H.

Many-body Tipping Dynamics of ChatGPT-like AIs Alansari and H

Reference 25

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source=pdf_text observed=2026-08-01T02:56:54.250440Z digest=sha256:21425ddbe78973fe465042c47940e4501b836612e45700f2d2e0f4f13c26b6db

Observation 8c5da449-615e-4d31-8e02-d6a8a9579d97 · outbound

This paper cites Progress measures for grokking via mechanistic interpretability.

Many-body Tipping Dynamics of ChatGPT-like AIs Progress measures for grokking via mechanistic interpretability

Reference 26

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source=pdf_text observed=2026-08-01T02:56:54.368211Z digest=sha256:66ce3fe8d2b993bcfdb26e2b57cee366ed0b6be2abcf5cf3f112fe392cccdef2

Observation c9804329-0d8d-47a5-9be7-3d9da08b60c6 · outbound

This paper cites Nanda and T.

Many-body Tipping Dynamics of ChatGPT-like AIs Nanda and T

Reference 27

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source=pdf_text observed=2026-08-01T02:56:54.506303Z digest=sha256:bdee079adc9c78b018dfc205bc7fd34354586cdab8f1eff18f338fe45fd712a9

Observation fb9233aa-744e-4d28-9868-bdebb23eaf94 · outbound

This paper cites Nanda, Paper replication walkthrough: Reverse- engineering modular addition, https://www.neelnanda.

Many-body Tipping Dynamics of ChatGPT-like AIs Nanda, Paper replication walkthrough: Reverse- engineering modular addition, https://www.neelnanda

Reference 28

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source=pdf_text observed=2026-08-01T02:56:54.620966Z digest=sha256:1d49592db84f7fc651034a97db0a0571ca814af772e098a4adb8fdcbe62b6d2c

Observation f194ae80-7a52-4dd7-a92b-acc1281c96e1 · outbound

This paper cites Luger, H.

Many-body Tipping Dynamics of ChatGPT-like AIs Luger, H

Reference 29

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source=pdf_text observed=2026-08-01T02:56:54.754184Z digest=sha256:cbeee15b442e3c6d75ae019389944036471ce02a6fa70bbcc4856f767e1c41ec

Observation 1bfa9a34-b833-40c2-86fa-04a544d4d681 · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

Many-body Tipping Dynamics of ChatGPT-like AIs Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 30

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source=pdf_text observed=2026-08-01T02:56:54.905875Z digest=sha256:7529bf5f63a3981790f9d18e007f5a0e1e27d0b4506134f2a3e7f0b7cbc3bfa1

Observation ed11d2b8-1e8f-4017-8a45-16d78b728964 · outbound

This paper cites Ameisen, J.

Many-body Tipping Dynamics of ChatGPT-like AIs Ameisen, J

Reference 31

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source=pdf_text observed=2026-08-01T02:56:55.013083Z digest=sha256:d1ecfc2ff524329787bb780dcbc2b74a025588f044add4ab07d0fa671fc241a1

Observation 8d0ecba1-8710-4702-8c5f-99f4f49afbf3 · outbound

This paper cites Gurnee, N.

Many-body Tipping Dynamics of ChatGPT-like AIs Gurnee, N

Reference 32

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source=pdf_text observed=2026-08-01T02:56:55.137559Z digest=sha256:05fba5843d0a60c575d5537bcd1fed7a0798b0eca90a8500100a03da5fd4a6f3

Observation ccd431d7-c189-4765-b3c6-7c65d23540a9 · outbound

This paper cites The emergence of clusters in self-attention dynamics.

Many-body Tipping Dynamics of ChatGPT-like AIs The emergence of clusters in self-attention dynamics

Reference 33

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source=pdf_text observed=2026-08-01T02:56:55.269124Z digest=sha256:dea50c034fb66ff15d0897c19c4d708818a5d20a2f8a67070b85a83c6f486d3b

Observation 47de3c52-253c-4cf7-8927-7256d0b5b6b1 · outbound

This paper cites Rigollet, The mean-field dynamics of transformers (2026), to appear in Proceedings of the ICM 2026, arXiv:2512.01868 [cs.LG].

Many-body Tipping Dynamics of ChatGPT-like AIs Rigollet, The mean-field dynamics of transformers (2026), to appear in Proceedings of the ICM 2026, arXiv:2512.01868 [cs.LG]

Reference 34

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source=pdf_text observed=2026-08-01T02:56:55.389625Z digest=sha256:0166103d766c554c32e2f06dc3e22db90936c1e5932897dd54c4317c06e7ff75

Observation 191174d1-090f-4df0-85ff-ba2b0796f537 · outbound

This paper cites Koubbi, B.

Many-body Tipping Dynamics of ChatGPT-like AIs Koubbi, B

Reference 35

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source=pdf_text observed=2026-08-01T02:56:55.553601Z digest=sha256:933b3ddcf93509b60f9e672a0808a2662f36d34dbad8f5f6fd35cd995f38c15d

Observation 687b1b88-91db-40b2-8713-0d9a4f5516ca · outbound

This paper cites Phase transition in large language models and the criticality of natural languages.

Many-body Tipping Dynamics of ChatGPT-like AIs Phase transition in large language models and the criticality of natural languages

Reference 36

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source=pdf_text observed=2026-08-01T02:56:55.713695Z digest=sha256:dab5c95cb5fb4cd16d1a8f50e718b5e084510d0f48c66572cb7c09b9a8aa20d5

Observation d4fcf646-442f-4eec-96dd-b5dc366e05ff · outbound

This paper cites Phase Transitions in Large Language Models and the $O(N)$ Model.

Many-body Tipping Dynamics of ChatGPT-like AIs Phase Transitions in Large Language Models and the $O(N)$ Model

Reference 37

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source=pdf_text observed=2026-08-01T02:56:55.848613Z digest=sha256:ee0bbf0f8501ecc69afd7756613c68942b1e6bfd34bb6a418a6a0ef02809ed6c

Observation cd004f45-5235-46c9-93ff-65594e3c144b · outbound

This paper cites Bhattacharjee and S.-C.

Many-body Tipping Dynamics of ChatGPT-like AIs Bhattacharjee and S.-C

Reference 38

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source=pdf_text observed=2026-08-01T02:56:56.014828Z digest=sha256:fb01a265ce0fbd22d389e285368268104cf1fa9cdc72e4ddb770bf239e13ba3d

Observation 4915c5fd-f308-43aa-9e31-95af5f66992b · outbound

This paper cites Refusal in Language Models Is Mediated by a Single Direction.

Many-body Tipping Dynamics of ChatGPT-like AIs Refusal in Language Models Is Mediated by a Single Direction

Reference 39

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source=pdf_text observed=2026-08-01T02:56:56.147076Z digest=sha256:30255b824ee83e0e26c865a209bee220beb974969bfe1b73d81a4c2886692f80

Observation ab59dff8-9e83-47a2-b031-f02577fc42e5 · outbound

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

Many-body Tipping Dynamics of ChatGPT-like AIs Representation Engineering: A Top-Down Approach to AI Transparency

Reference 40

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source=pdf_text observed=2026-08-01T02:56:56.273133Z digest=sha256:630a95b6a09d771304cd13d03b8c0f7fd818996791590dbaceeb7c1ec00c5f65

Observation ede2fa92-3ab6-4bdd-95cf-92c9c3671ab6 · outbound

This paper cites Do Thinking Tokens Help with Safety?.

Many-body Tipping Dynamics of ChatGPT-like AIs Do Thinking Tokens Help with Safety?

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-01T02:56:56.428663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:56:56.428663Z digest=sha256:c7b7e232253ed930ede1f42361099370074526a6171751d51aded59357d9b8af

Observation 1b37af15-ce08-42de-be7c-e6e1872cd2a6 · outbound

This paper cites an unresolved cited work.

Many-body Tipping Dynamics of ChatGPT-like AIs Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-01T02:56:56.583288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:56:56.583288Z digest=sha256:b9dff033fa1369d233ac399f2a57a5c563f893b34d0f5425e556d669dbe0bbc6

Observation 14e0bd74-5792-4c65-a28e-5262d8752180 · outbound

This paper cites an unresolved cited work.

Many-body Tipping Dynamics of ChatGPT-like AIs Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-01T02:56:56.731921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:56:56.731921Z digest=sha256:f64c01288f165de931482520aef3fa42916e0aa053cb9af9dd6dae0c0ffb0866

Observation ded7ab9a-6716-4faf-ba0a-456164a49681 · outbound

This paper cites Fusion-fission forecasts when AI will shift to undesirable behavior.

Many-body Tipping Dynamics of ChatGPT-like AIs Fusion-fission forecasts when AI will shift to undesirable behavior

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-01T02:56:56.841827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:56:56.841827Z digest=sha256:51828cf4d43c78b3a26382d2363c76601903f5b71ea7758d57280a8a1bc2ab8d

Observation 230f881e-036f-4616-afe2-64547c661a8d · outbound

This paper cites Moore, A.

Many-body Tipping Dynamics of ChatGPT-like AIs Moore, A

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-01T02:56:56.984658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:56:56.984658Z digest=sha256:b2c9ce874eb67ad0309b1aaecf81400c966d2e020c44de4a5b662b5317a0d333

Observation e860d99f-69f2-4fda-94be-a09808f08640 · outbound

This paper cites Neural Machine Translation by Jointly Learning to Align and Translate.

Many-body Tipping Dynamics of ChatGPT-like AIs Neural Machine Translation by Jointly Learning to Align and Translate

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-01T02:56:57.108340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:56:57.108340Z digest=sha256:64963bbe3a17a72edf4a00ad1375576eed991416c1c0c35a8be11941a73e0270

Pith citing papers

No inbound Pith citation observations are available.