Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:24:11.672680Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:24:11.672680Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T14:55:56.805399Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T14:55:57.889242Z
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0ea9e3af-c667-4a90-a6d9-5d6143a444a5 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Empirical explorations with the logic theory machine: A case study in heuristics,
Reference 1
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.
Observation 54b1b699-4eb0-490b-abf5-1fa5d6614118 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ee73533-8b30-4983-b5ae-6eeb74706dcb · outbound
Demystifying AI Agents: The Final Generation of Intelligence GPT-4 Technical Report
Reference 3
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Unavailable: canonical work link unavailable.
Observation 3808205d-4386-4702-92fb-7bc6a5a259e4 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Cramming more components onto integrated circuits,
Reference 4
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Observation 479b3f32-1951-4a79-9e8a-7982e349417d · outbound
Demystifying AI Agents: The Final Generation of Intelligence Attention is All You Need,
Reference 5
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.
Observation 4cf73781-0cd8-4af9-beca-f53351c161e6 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Training language models to follow instruc- tions with human feedback,
Reference 6
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.
Observation 292f0621-75dd-458d-8050-61cd4bab2c7d · outbound
Demystifying AI Agents: The Final Generation of Intelligence Deep Blue,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a69e24d9-52c5-42b1-bc4d-25c4e6330907 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Language Models are Few-Shot Learners,
Reference 8
Source-reported events for the cited work
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Observation 39cdc10e-ebca-4f9f-9479-aab226a2dad2 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Prompting Large Language Models for Legal Analysis Tasks,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffd6765f-7558-4a84-a648-b63a473c94d5 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Evaluating Large Language Models for Medical Diagno- sis,
Reference 10
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.
Observation fabcd8ec-d905-4ca5-a1c5-884c73da12a4 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Learning Transferable Visual Models From Natural Language Supervision,
Reference 11
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.
Observation 7c2aef7a-761a-4c99-b658-68a562c6b321 · outbound
Demystifying AI Agents: The Final Generation of Intelligence GitHub Copilot: Flying Ahead with Speed and Accu- racy,
Reference 12
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.
Observation 94dccbf4-d08d-41f5-af17-2282b7f08816 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96b46cfc-04f9-4ce9-bd17-5898d9274f4f · outbound
Demystifying AI Agents: The Final Generation of Intelligence Training Verifiers to Solve Math Word Problems
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e54120cf-5d7c-4cfa-80b3-4859c1c1a30c · outbound
Demystifying AI Agents: The Final Generation of Intelligence BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d775586-fe7c-43c4-8809-62f4f7197bdd · outbound
Demystifying AI Agents: The Final Generation of Intelligence Improving language models by retrieving from trillions of tokens,
Reference 16
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.
Observation 870e11e6-6989-476d-84bb-3e613bfdcbac · outbound
Demystifying AI Agents: The Final Generation of Intelligence Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f5ebc77-8fa0-48c6-8892-480a9ef1cd24 · outbound
Demystifying AI Agents: The Final Generation of Intelligence CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6510369d-202d-45a6-98d8-09c8c650d94e · outbound
Demystifying AI Agents: The Final Generation of Intelligence Chain-of-Thought Prompting Elicits Reasoning in Large Language Models,
Reference 19
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.
Observation 1cc87067-a994-4963-9735-e2c7fa536747 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Large Language Models are Zero-Shot Reasoners,
Reference 20
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.
Observation 196343d7-d722-4530-abcc-860465b7d3e0 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Building Watson: An Overview of the DeepQA Project,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed916ee1-80d5-4162-b8f6-d59de708d948 · outbound
Demystifying AI Agents: The Final Generation of Intelligence RankCSE: Unsupervised Sentence Representations via Learning to Rank,
Reference 22
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.
Observation c321ccea-2a9f-460b-ab28-962901e9ab6d · outbound
Demystifying AI Agents: The Final Generation of Intelligence TruthfulQA: Measuring How Models Mimic Human Falsehoods,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 663dd87d-f8aa-4001-bcff-f05588e23668 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Deep reinforcement learning from human pref- erences,
Reference 24
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.
Observation b4c108b4-d15a-4365-ba34-7d2a510cc821 · outbound
Demystifying AI Agents: The Final Generation of Intelligence ChatGPT Sets Record for Fastest-Growing User Base,
Reference 25
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.
Observation 5153f4c0-d83c-4903-a20b-05da7c71c633 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Constitutional AI: Harmlessness from AI Feedback
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 154a856a-d57d-4c4b-89c7-f1d88094e12d · outbound
Demystifying AI Agents: The Final Generation of Intelligence BioBERT: a pre-trained biomedical language representa- tion model for biomedical text mining,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75eb1efc-4b3d-45bf-b503-a73a85ee960e · outbound
Demystifying AI Agents: The Final Generation of Intelligence Mastering the game of Go with deep neural networks and tree search,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08098cfe-150f-4fb3-955b-43fa5287e8c2 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Retrieval-Augmented Generation for Knowledge- Intensive NLP Tasks,
Reference 29
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.
Observation 39af03ea-9eda-4c14-b88d-70e9fa2048ec · outbound
Demystifying AI Agents: The Final Generation of Intelligence DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e831f2a-9a71-4ca8-b91a-e934a0b2a829 · outbound
Demystifying AI Agents: The Final Generation of Intelligence MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd4e7b77-4598-4661-85d7-118098ffb4d9 · outbound
Demystifying AI Agents: The Final Generation of Intelligence NVIDIA A100 Tensor Core GPU Architecture,
Reference 32
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.
Observation 3e2dc2b5-3043-4442-988d-647a2dd42128 · outbound
Demystifying AI Agents: The Final Generation of Intelligence NVIDIA H100 Tensor Core GPU Architecture,
Reference 33
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.
Observation 99fe2e70-2c19-4f6e-9218-1b9c6a4a5ee5 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Energy and Policy Consid- erations for Deep Learning in NLP,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2fc8ce5-3b00-4280-8ae4-8678715dbfac · outbound
Demystifying AI Agents: The Final Generation of Intelligence PaLM: Scaling Language Modeling with Path- ways,
Reference 35
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.
Observation 4aad2888-a600-40b8-afb4-56cd8a5e441d · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 116582c3-9e53-488f-bf42-b095152d93ad · outbound
Demystifying AI Agents: The Final Generation of Intelligence Scaling Deep Learning Workloads Beyond the Limits of Today’s Hardware,
Reference 37
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.
Observation a6424e2d-1f46-485b-8b9b-cb45cd55a248 · outbound
Demystifying AI Agents: The Final Generation of Intelligence EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks,
Reference 38
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.
Observation 29191c89-e65f-40f7-91b4-52ac6cc2b286 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Tesla AI Day 2022,
Reference 39
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.
Observation c352c75a-55be-4a20-b308-594d99d00936 · outbound
Demystifying AI Agents: The Final Generation of Intelligence A million spiking-neuron integrated circuit with a scalable communication network and interface,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 629cec46-369e-4511-b881-1e3d5f5ebd65 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Apple unveils iPhone 14 Pro and iPhone 14 Pro Max,
Reference 41
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.
Observation 6a6dbc34-7b1d-44cb-bf88-8695342dff80 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity,
Reference 42
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.
Observation 3d29e053-b2d9-4619-90cc-cb222991ba74 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Introducing Claude 2.1,
Reference 43
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.
Observation 0101d208-6724-471a-93a1-167dbe2760cd · outbound
Demystifying AI Agents: The Final Generation of Intelligence Introducing Gemini: our largest and most capable AI model,
Reference 44
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.
Observation 7b6b07fd-f370-41ef-8cde-3c917690a936 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Gemini 1.5: Our next-generation model, break- through long context,
Reference 45
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.
Observation 4e9def7c-616d-4dda-8a39-615c913de31c · outbound
Demystifying AI Agents: The Final Generation of Intelligence Lost in the Middle: How Language Models Use Long Contexts
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c078d294-125c-46bd-9e2e-9e603e35bb13 · outbound
Demystifying AI Agents: The Final Generation of Intelligence WebGPT: Browser-assisted question-answering with human feedback
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c800d2c9-cf28-4573-9f23-e8c7dba25282 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Auto-GPT: An Autonomous GPT-4 Experiment,
Reference 48
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.
Observation 9636bac2-6d03-4181-b6e0-011cbdb6c411 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Experimental evidence on the productivity effects of generative artificial intelligence,
Reference 49
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.
Observation 62b56038-1820-47a9-9c38-5a5cac641703 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Claude 2,
Reference 50
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.
Observation 8c9542a1-1d79-4ffe-b723-4a1a97bd92ff · outbound
Demystifying AI Agents: The Final Generation of Intelligence Introducing Adept: Useful General Intelligence That Enables Humans And Computers To Work Together Creatively,
Reference 51
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.
Observation cbd4ed10-dbe7-46a5-9d44-ae7800f5eb23 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification,
Reference 52
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.
Observation ea224ff9-7a66-42b0-a148-091cfb365627 · outbound
Demystifying AI Agents: The Final Generation of Intelligence The future of employment: How susceptible are jobs to computerisation?
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e47d95fc-fddd-48a3-877d-1ad1002758da · outbound
Demystifying AI Agents: The Final Generation of Intelligence Killer Robots,
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ba879dc-c90b-4593-9686-af51dc5df2a9 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Compute Trends Across Three Eras of Machine Learning,
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 222c57ae-8fae-4cdf-8d5c-56c8da6c1251 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Neural Architecture Search with Reinforcement Learning
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa2f51e2-1ff2-458c-b87f-79fe873595a2 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Available: https://papers.nips.cc/paper/2020/hash/ 6b493230205f780e1bc26945df7481e5-Abstract.html
Reference 2020
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.
Observation ad424deb-8777-4673-b60a-e838eca015f7 · outbound
Demystifying AI Agents: The Final Generation of Intelligence Available: https://www.adept.ai/blog/introducing-adept
Reference 2022
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.
Observation 82f5b369-d403-4525-a90d-214c6a12a417 · inbound
Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol Demystifying AI Agents: The Final Generation of Intelligence
Reference 34
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.