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Paper Citation Record · LEDGER

Demystifying AI Agents: The Final Generation of Intelligence

As of 21 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2505.09932.

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

pith.paper-citation-record.v1
2505.09932 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:24:11.672680Z

measured 59 of 59 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:55:56.805399Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T14:55:57.889242Z

Reference resolution

58 of 58 outbound references displayed

  • verified exact2
  • verified fuzzy30
  • unresolved24
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0ea9e3af-c667-4a90-a6d9-5d6143a444a5 · outbound

This paper cites Empirical explorations with the logic theory machine: A case study in heuristics,.

Demystifying AI Agents: The Final Generation of Intelligence Empirical explorations with the logic theory machine: A case study in heuristics,

Reference 1

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raw_fallback, observed 2026-08-15T21:24:12.311518Z

Source-reported events for the cited work

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

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Observation 54b1b699-4eb0-490b-abf5-1fa5d6614118 · outbound

This paper cites ELIZA–a computer program for the study of nat- ural language communication between man and machine,.

Demystifying AI Agents: The Final Generation of Intelligence ELIZA–a computer program for the study of nat- ural language communication between man and machine,

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.454379Z digest=sha256:e57fd2b33c335e4652f489d1f25b41ad1edeef89cb0912e8a1074ca6bcc76fca

Observation 2ee73533-8b30-4983-b5ae-6eeb74706dcb · outbound

This paper cites GPT-4 Technical Report.

Demystifying AI Agents: The Final Generation of Intelligence GPT-4 Technical Report

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.458732Z digest=sha256:8a7fb0407ba6feec91b7a3b0f1902d3e6b162b0d6643a452518a77d4818523cd

Observation 3808205d-4386-4702-92fb-7bc6a5a259e4 · outbound

This paper cites Cramming more components onto integrated circuits,.

Demystifying AI Agents: The Final Generation of Intelligence Cramming more components onto integrated circuits,

Reference 4

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verified fuzzy
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Source-reported events for the cited work

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

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Observation 479b3f32-1951-4a79-9e8a-7982e349417d · outbound

This paper cites Attention is All You Need,.

Demystifying AI Agents: The Final Generation of Intelligence Attention is All You Need,

Reference 5

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Source-reported events for the cited work

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

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Observation 4cf73781-0cd8-4af9-beca-f53351c161e6 · outbound

This paper cites Training language models to follow instruc- tions with human feedback,.

Demystifying AI Agents: The Final Generation of Intelligence Training language models to follow instruc- tions with human feedback,

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation 292f0621-75dd-458d-8050-61cd4bab2c7d · outbound

This paper cites Deep Blue,.

Demystifying AI Agents: The Final Generation of Intelligence Deep Blue,

Reference 7

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a69e24d9-52c5-42b1-bc4d-25c4e6330907 · outbound

This paper cites Language Models are Few-Shot Learners,.

Demystifying AI Agents: The Final Generation of Intelligence Language Models are Few-Shot Learners,

Reference 8

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Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.480860Z digest=sha256:163ef4f7246623cafebc98c447159079c7815c45e448e43cafda46e3e81fa3a8

Observation 39cdc10e-ebca-4f9f-9479-aab226a2dad2 · outbound

This paper cites Prompting Large Language Models for Legal Analysis Tasks,.

Demystifying AI Agents: The Final Generation of Intelligence Prompting Large Language Models for Legal Analysis Tasks,

Reference 9

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no resolver link, observed 2026-08-15T21:24:11.485037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.485037Z digest=sha256:e06efad8189427a243198645d1fab45acc647ea469e63226155d3a8154345281

Observation ffd6765f-7558-4a84-a648-b63a473c94d5 · outbound

This paper cites Evaluating Large Language Models for Medical Diagno- sis,.

Demystifying AI Agents: The Final Generation of Intelligence Evaluating Large Language Models for Medical Diagno- sis,

Reference 10

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Source-reported events for the cited work

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

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Observation fabcd8ec-d905-4ca5-a1c5-884c73da12a4 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision,.

Demystifying AI Agents: The Final Generation of Intelligence Learning Transferable Visual Models From Natural Language Supervision,

Reference 11

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Source-reported events for the cited work

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

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Observation 7c2aef7a-761a-4c99-b658-68a562c6b321 · outbound

This paper cites GitHub Copilot: Flying Ahead with Speed and Accu- racy,.

Demystifying AI Agents: The Final Generation of Intelligence GitHub Copilot: Flying Ahead with Speed and Accu- racy,

Reference 12

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Source-reported events for the cited work

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

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Observation 94dccbf4-d08d-41f5-af17-2282b7f08816 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Demystifying AI Agents: The Final Generation of Intelligence Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 96b46cfc-04f9-4ce9-bd17-5898d9274f4f · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Demystifying AI Agents: The Final Generation of Intelligence Training Verifiers to Solve Math Word Problems

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e54120cf-5d7c-4cfa-80b3-4859c1c1a30c · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,.

Demystifying AI Agents: The Final Generation of Intelligence BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,

Reference 15

Resolution
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no resolver link, observed 2026-08-15T21:24:11.510567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.510567Z digest=sha256:3cda5eb9dc0a992c5fc7709d72b379efa50a2605d7a2a4654ad83f097f5a9bb2

Observation 2d775586-fe7c-43c4-8809-62f4f7197bdd · outbound

This paper cites Improving language models by retrieving from trillions of tokens,.

Demystifying AI Agents: The Final Generation of Intelligence Improving language models by retrieving from trillions of tokens,

Reference 16

Resolution
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Source-reported events for the cited work

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

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Observation 870e11e6-6989-476d-84bb-3e613bfdcbac · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Demystifying AI Agents: The Final Generation of Intelligence Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T21:24:11.517114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3f5ebc77-8fa0-48c6-8892-480a9ef1cd24 · outbound

This paper cites CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.

Demystifying AI Agents: The Final Generation of Intelligence CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis

Reference 18

Resolution
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no resolver link, observed 2026-08-15T21:24:11.520115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6510369d-202d-45a6-98d8-09c8c650d94e · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models,.

Demystifying AI Agents: The Final Generation of Intelligence Chain-of-Thought Prompting Elicits Reasoning in Large Language Models,

Reference 19

Resolution
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raw_fallback, observed 2026-08-15T21:24:12.564005Z

Source-reported events for the cited work

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

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Observation 1cc87067-a994-4963-9735-e2c7fa536747 · outbound

This paper cites Large Language Models are Zero-Shot Reasoners,.

Demystifying AI Agents: The Final Generation of Intelligence Large Language Models are Zero-Shot Reasoners,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:24:12.553134Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.526490Z digest=sha256:9db47be4bbc13d4ec04bf00ded54dfb47bd13ff2983c484daa75ec91f7e6e21b

Observation 196343d7-d722-4530-abcc-860465b7d3e0 · outbound

This paper cites Building Watson: An Overview of the DeepQA Project,.

Demystifying AI Agents: The Final Generation of Intelligence Building Watson: An Overview of the DeepQA Project,

Reference 21

Resolution
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no resolver link, observed 2026-08-15T21:24:11.530453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ed916ee1-80d5-4162-b8f6-d59de708d948 · outbound

This paper cites RankCSE: Unsupervised Sentence Representations via Learning to Rank,.

Demystifying AI Agents: The Final Generation of Intelligence RankCSE: Unsupervised Sentence Representations via Learning to Rank,

Reference 22

Resolution
verified exact
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Source-reported events for the cited work

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

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Observation c321ccea-2a9f-460b-ab28-962901e9ab6d · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods,.

Demystifying AI Agents: The Final Generation of Intelligence TruthfulQA: Measuring How Models Mimic Human Falsehoods,

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 663dd87d-f8aa-4001-bcff-f05588e23668 · outbound

This paper cites Deep reinforcement learning from human pref- erences,.

Demystifying AI Agents: The Final Generation of Intelligence Deep reinforcement learning from human pref- erences,

Reference 24

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Source-reported events for the cited work

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

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Observation b4c108b4-d15a-4365-ba34-7d2a510cc821 · outbound

This paper cites ChatGPT Sets Record for Fastest-Growing User Base,.

Demystifying AI Agents: The Final Generation of Intelligence ChatGPT Sets Record for Fastest-Growing User Base,

Reference 25

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raw_fallback, observed 2026-08-15T21:24:12.531016Z

Source-reported events for the cited work

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

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Observation 5153f4c0-d83c-4903-a20b-05da7c71c633 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Demystifying AI Agents: The Final Generation of Intelligence Constitutional AI: Harmlessness from AI Feedback

Reference 26

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no resolver link, observed 2026-08-15T21:24:11.549566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.549566Z digest=sha256:958554af7dc5f8fda2a17dbd92af4f865247c61b3c577bc619b1c65d68c6daa2

Observation 154a856a-d57d-4c4b-89c7-f1d88094e12d · outbound

This paper cites BioBERT: a pre-trained biomedical language representa- tion model for biomedical text mining,.

Demystifying AI Agents: The Final Generation of Intelligence BioBERT: a pre-trained biomedical language representa- tion model for biomedical text mining,

Reference 27

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no resolver link, observed 2026-08-15T21:24:11.553776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.553776Z digest=sha256:eabe17fbed6ef393e2dafe474c9bef926edb5a0fcb3b0e63284673c1e291137d

Observation 75eb1efc-4b3d-45bf-b503-a73a85ee960e · outbound

This paper cites Mastering the game of Go with deep neural networks and tree search,.

Demystifying AI Agents: The Final Generation of Intelligence Mastering the game of Go with deep neural networks and tree search,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T21:24:11.557581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.557581Z digest=sha256:33ec874f63839cf0ea63d06613a17bf1ec1d6d36dd485da4549b090db7b65de3

Observation 08098cfe-150f-4fb3-955b-43fa5287e8c2 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge- Intensive NLP Tasks,.

Demystifying AI Agents: The Final Generation of Intelligence Retrieval-Augmented Generation for Knowledge- Intensive NLP Tasks,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:24:12.519676Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.561650Z digest=sha256:c53d90e6430c1efb43c86e4a69302a9214b5c3df7db5e92eaec7727f3920508a

Observation 39af03ea-9eda-4c14-b88d-70e9fa2048ec · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Demystifying AI Agents: The Final Generation of Intelligence DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T21:24:11.569617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.569617Z digest=sha256:9e3569d5538eed943e43144de1c54d6478bdc15b6f742db3777a82e0e3c09c4e

Observation 9e831f2a-9a71-4ca8-b91a-e934a0b2a829 · outbound

This paper cites MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices,.

Demystifying AI Agents: The Final Generation of Intelligence MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices,

Reference 31

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no resolver link, observed 2026-08-15T21:24:11.573852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.573852Z digest=sha256:c37860d8288692b45eaeac7f2fbeae96321d640ddee750a86c6fef6ca6481c3b

Observation dd4e7b77-4598-4661-85d7-118098ffb4d9 · outbound

This paper cites NVIDIA A100 Tensor Core GPU Architecture,.

Demystifying AI Agents: The Final Generation of Intelligence NVIDIA A100 Tensor Core GPU Architecture,

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-15T21:24:12.498219Z

Source-reported events for the cited work

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

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Observation 3e2dc2b5-3043-4442-988d-647a2dd42128 · outbound

This paper cites NVIDIA H100 Tensor Core GPU Architecture,.

Demystifying AI Agents: The Final Generation of Intelligence NVIDIA H100 Tensor Core GPU Architecture,

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-15T21:24:12.487499Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.581816Z digest=sha256:c7a9841ea9b4d3f3c46c6ee89ee169dedf176e32a41180178e2efca0601d85ac

Observation 99fe2e70-2c19-4f6e-9218-1b9c6a4a5ee5 · outbound

This paper cites Energy and Policy Consid- erations for Deep Learning in NLP,.

Demystifying AI Agents: The Final Generation of Intelligence Energy and Policy Consid- erations for Deep Learning in NLP,

Reference 34

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no resolver link, observed 2026-08-15T21:24:11.585880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d2fc8ce5-3b00-4280-8ae4-8678715dbfac · outbound

This paper cites PaLM: Scaling Language Modeling with Path- ways,.

Demystifying AI Agents: The Final Generation of Intelligence PaLM: Scaling Language Modeling with Path- ways,

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-15T21:24:12.476419Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.589940Z digest=sha256:5ca95524ba7469cfca9f8da47d3a810a6664d05f271df64d66f1f8794ea3f58b

Observation 4aad2888-a600-40b8-afb4-56cd8a5e441d · outbound

This paper cites TPU v4: An Optically Reconfigurable Super- computer for Machine Learning with Hardware Support for Spar- sity,.

Demystifying AI Agents: The Final Generation of Intelligence TPU v4: An Optically Reconfigurable Super- computer for Machine Learning with Hardware Support for Spar- sity,

Reference 36

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no resolver link, observed 2026-08-15T21:24:11.594004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.594004Z digest=sha256:f4db534fabc52f02294588cd318e913c4a3acd5966e5e659ae96a35b72041f6e

Observation 116582c3-9e53-488f-bf42-b095152d93ad · outbound

This paper cites Scaling Deep Learning Workloads Beyond the Limits of Today’s Hardware,.

Demystifying AI Agents: The Final Generation of Intelligence Scaling Deep Learning Workloads Beyond the Limits of Today’s Hardware,

Reference 37

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raw_fallback, observed 2026-08-15T21:24:12.465285Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.598161Z digest=sha256:a7ebf8abd686b089e251bda4eaa1903ad49c320483e4d8977aecf6fcba11e401

Observation a6424e2d-1f46-485b-8b9b-cb45cd55a248 · outbound

This paper cites EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks,.

Demystifying AI Agents: The Final Generation of Intelligence EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks,

Reference 38

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raw_fallback, observed 2026-08-15T21:24:12.453254Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.601347Z digest=sha256:f17557db6669eb345d41d38f699d05a34701e44d51783921dacc437ce5c06fa3

Observation 29191c89-e65f-40f7-91b4-52ac6cc2b286 · outbound

This paper cites Tesla AI Day 2022,.

Demystifying AI Agents: The Final Generation of Intelligence Tesla AI Day 2022,

Reference 39

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raw_fallback, observed 2026-08-15T21:24:12.440800Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.604596Z digest=sha256:fa97345f86b46985962611ca9b938d21b35f66a3ee80db0b58e762d7d8ed3191

Observation c352c75a-55be-4a20-b308-594d99d00936 · outbound

This paper cites A million spiking-neuron integrated circuit with a scalable communication network and interface,.

Demystifying AI Agents: The Final Generation of Intelligence A million spiking-neuron integrated circuit with a scalable communication network and interface,

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.607633Z digest=sha256:e424a69a33536c83edf27aa75ea831eb0e377dcbb1d3900ad397c912fa68b5f3

Observation 629cec46-369e-4511-b881-1e3d5f5ebd65 · outbound

This paper cites Apple unveils iPhone 14 Pro and iPhone 14 Pro Max,.

Demystifying AI Agents: The Final Generation of Intelligence Apple unveils iPhone 14 Pro and iPhone 14 Pro Max,

Reference 41

Resolution
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raw_fallback, observed 2026-08-15T21:24:12.430235Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.611501Z digest=sha256:23dc77a0ae30a8988bab3224887d79dac7a0f8f5b53b6e8b1096efab5c98cb9c

Observation 6a6dbc34-7b1d-44cb-bf88-8695342dff80 · outbound

This paper cites Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity,.

Demystifying AI Agents: The Final Generation of Intelligence Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity,

Reference 42

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raw_fallback, observed 2026-08-15T21:24:12.419528Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.615150Z digest=sha256:53852eb6c9bf1558a9be2eb1f64da1f3f8bfb73953c41f2082c898aaeaa0ee42

Observation 3d29e053-b2d9-4619-90cc-cb222991ba74 · outbound

This paper cites Introducing Claude 2.1,.

Demystifying AI Agents: The Final Generation of Intelligence Introducing Claude 2.1,

Reference 43

Resolution
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raw_fallback, observed 2026-08-15T21:24:12.409620Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.618843Z digest=sha256:2d798fb3f64b06004a7f0f1fb3e39eafe066def1629c32c8447b45f6449f3006

Observation 0101d208-6724-471a-93a1-167dbe2760cd · outbound

This paper cites Introducing Gemini: our largest and most capable AI model,.

Demystifying AI Agents: The Final Generation of Intelligence Introducing Gemini: our largest and most capable AI model,

Reference 44

Resolution
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raw_fallback, observed 2026-08-15T21:24:12.398880Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.622700Z digest=sha256:9904ab5583d28575a59e6ec57a79a30813e409a67c9366a23c32731ae8308dc4

Observation 7b6b07fd-f370-41ef-8cde-3c917690a936 · outbound

This paper cites Gemini 1.5: Our next-generation model, break- through long context,.

Demystifying AI Agents: The Final Generation of Intelligence Gemini 1.5: Our next-generation model, break- through long context,

Reference 45

Resolution
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raw_fallback, observed 2026-08-15T21:24:12.387003Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.626121Z digest=sha256:8c8fbfa432a4f06e2eccc0500c4f4c879ad2b022821adb949d78feb173e72dea

Observation 4e9def7c-616d-4dda-8a39-615c913de31c · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

Demystifying AI Agents: The Final Generation of Intelligence Lost in the Middle: How Language Models Use Long Contexts

Reference 46

Resolution
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no resolver link, observed 2026-08-15T21:24:11.629807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.629807Z digest=sha256:eb9045dd70a3c4a76c3c795f2c70a91119a2fcf14b133cb26d7936e62d246d45

Observation c078d294-125c-46bd-9e2e-9e603e35bb13 · outbound

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

Demystifying AI Agents: The Final Generation of Intelligence WebGPT: Browser-assisted question-answering with human feedback

Reference 47

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no resolver link, observed 2026-08-15T21:24:11.633703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.633703Z digest=sha256:ee8875c10f56429e00d0f0dc2ab751ab1c4b5901690d8f6fc006744426827cdc

Observation c800d2c9-cf28-4573-9f23-e8c7dba25282 · outbound

This paper cites Auto-GPT: An Autonomous GPT-4 Experiment,.

Demystifying AI Agents: The Final Generation of Intelligence Auto-GPT: An Autonomous GPT-4 Experiment,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:24:12.375267Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.637933Z digest=sha256:9818f5ba228ccba6a0bdf612c3cd1c79e757ba67793ad3fb0af6026baa2c0bc9

Observation 9636bac2-6d03-4181-b6e0-011cbdb6c411 · outbound

This paper cites Experimental evidence on the productivity effects of generative artificial intelligence,.

Demystifying AI Agents: The Final Generation of Intelligence Experimental evidence on the productivity effects of generative artificial intelligence,

Reference 49

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doi, observed 2026-08-15T21:24:11.718184Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.642023Z digest=sha256:e2a4af2b71aecf60c22f98b47c8c48aab5153e7294ce9a15d3a422c4316dd8f5

Observation 62b56038-1820-47a9-9c38-5a5cac641703 · outbound

This paper cites Claude 2,.

Demystifying AI Agents: The Final Generation of Intelligence Claude 2,

Reference 50

Resolution
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raw_fallback, observed 2026-08-15T21:24:12.363347Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.646094Z digest=sha256:71c9c8979df0b5f5409ee5b544ba7dc8f017c43cbc2f5a4b5c0535b5bfbc5b43

Observation 8c9542a1-1d79-4ffe-b723-4a1a97bd92ff · outbound

This paper cites Introducing Adept: Useful General Intelligence That Enables Humans And Computers To Work Together Creatively,.

Demystifying AI Agents: The Final Generation of Intelligence Introducing Adept: Useful General Intelligence That Enables Humans And Computers To Work Together Creatively,

Reference 51

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Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.649908Z digest=sha256:18b5698c1ec118721a2bfeafe735ad645720b0edf04b09a20da73bd9299d0eb2

Observation cbd4ed10-dbe7-46a5-9d44-ae7800f5eb23 · outbound

This paper cites Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification,.

Demystifying AI Agents: The Final Generation of Intelligence Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification,

Reference 52

Resolution
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raw_fallback, observed 2026-08-15T21:24:12.325208Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.658880Z digest=sha256:088f672039656f944ad1c19528f0624970754147c14308c5aa0f7bcf670a220d

Observation ea224ff9-7a66-42b0-a148-091cfb365627 · outbound

This paper cites The future of employment: How susceptible are jobs to computerisation?.

Demystifying AI Agents: The Final Generation of Intelligence The future of employment: How susceptible are jobs to computerisation?

Reference 53

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.662725Z digest=sha256:7981a7abc1df44ec5cdf98b02ddcb9c00c26f2489c147750f23950c81935c3f2

Observation e47d95fc-fddd-48a3-877d-1ad1002758da · outbound

This paper cites Killer Robots,.

Demystifying AI Agents: The Final Generation of Intelligence Killer Robots,

Reference 54

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no resolver link, observed 2026-08-15T21:24:11.665962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.665962Z digest=sha256:0de14d57f2327811c77829841a99eb3e22834d2c95b4bb3480c97e6f709d1e6d

Observation 7ba879dc-c90b-4593-9686-af51dc5df2a9 · outbound

This paper cites Compute Trends Across Three Eras of Machine Learning,.

Demystifying AI Agents: The Final Generation of Intelligence Compute Trends Across Three Eras of Machine Learning,

Reference 55

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.669410Z digest=sha256:4420fb43bbd7c07b99b770d649f01c596f14e82946ffda0627bf192d2e0e4fb0

Observation 222c57ae-8fae-4cdf-8d5c-56c8da6c1251 · outbound

This paper cites Neural Architecture Search with Reinforcement Learning.

Demystifying AI Agents: The Final Generation of Intelligence Neural Architecture Search with Reinforcement Learning

Reference 56

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:24:11.672680Z digest=sha256:a6fd0fe742b37a1f3279843e72ea6751e3f497437867b31d399206492c14a3fc

Observation fa2f51e2-1ff2-458c-b87f-79fe873595a2 · outbound

This paper cites Available: https://papers.nips.cc/paper/2020/hash/ 6b493230205f780e1bc26945df7481e5-Abstract.html.

Demystifying AI Agents: The Final Generation of Intelligence Available: https://papers.nips.cc/paper/2020/hash/ 6b493230205f780e1bc26945df7481e5-Abstract.html

Reference 2020

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raw_fallback, observed 2026-08-15T21:24:12.508470Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.565619Z digest=sha256:eb96071ffe95ba33a55c8196fce5cf86a45b332e605a673bd0827c850a155345

Observation ad424deb-8777-4673-b60a-e838eca015f7 · outbound

This paper cites Available: https://www.adept.ai/blog/introducing-adept.

Demystifying AI Agents: The Final Generation of Intelligence Available: https://www.adept.ai/blog/introducing-adept

Reference 2022

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Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T21:24:11.654896Z digest=sha256:5b6f6be7e05b0b669aa9356e5e77950e94dd72b7ef190eb55acc386a95fd3e6f

Pith citing papers

Observation 82f5b369-d403-4525-a90d-214c6a12a417 · inbound

Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol cites this paper.

Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol Demystifying AI Agents: The Final Generation of Intelligence

Reference 34

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local_arxiv, observed 2026-08-05T14:55:57.895648Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T14:55:56.805399Z digest=sha256:98f8ee32b82e2b6023cfd572ff9b5f84db11e35ec77073c1bd40ff9a2d82ba7f