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Paper Citation Record · LEDGER

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services

As of 13 August 2026, this Paper Citation Record lists 100 of 288 outbound references and 1 inbound Pith citation observation for arXiv:2412.06044.

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

pith.paper-citation-record.v1
2412.06044 v1

Coverage vector

measured 100 of 288 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:06:53.796501Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:37:23.317624Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

100 of 288 outbound references displayed

  • verified exact4
  • verified fuzzy0
  • unresolved95
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

5
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

Observation 7e30a7d2-82df-46c8-962c-7d2a3f201383 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 1

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source=pdf_text observed=2026-08-11T20:06:53.200411Z digest=sha256:8c168cf3cc80fad9edfeb7e66a3b2688256e2523d810523b71289dae2906cef1

Observation 67ba98b7-f969-45c8-926f-ba787ebc3535 · outbound

This paper cites Language Models are Few-Shot Learners.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Language Models are Few-Shot Learners

Reference 2

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source=pdf_text observed=2026-08-11T20:06:53.206697Z digest=sha256:b3ac2e2a22de93fa4f95a1af224cbc9afb2a814835dc5209c8379853c2ee903d

Observation 5206f139-2728-4b22-99b3-5bf1cee6ddaf · outbound

This paper cites GPT-4 Technical Report.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services GPT-4 Technical Report

Reference 3

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source=pdf_text observed=2026-08-11T20:06:53.213609Z digest=sha256:e3d313d42b2804be40c11c68b318e5e5c3c4aec97f0aaf90f6a470c9d1effd6a

Observation 992f0ae9-8064-4617-b433-ba2dabc92688 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Gemini: A Family of Highly Capable Multimodal Models

Reference 4

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source=pdf_text observed=2026-08-11T20:06:53.221571Z digest=sha256:136cf2f2372df590401ffc69ca66bb566ae5ff0d276cd410cc21b4f043b4fe84

Observation efeaf358-1d8d-4fd1-bce3-4ecae93fca35 · outbound

This paper cites Grand View.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Grand View

Reference 5

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source=pdf_text observed=2026-08-11T20:06:53.232245Z digest=sha256:b2a5ee108209f5d20b0c5fd896294e6da96406a0b2532864aaf01066f1ea898f

Observation bc6cc150-6a8f-4226-a78d-02d6ea53f13b · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 6

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source=pdf_text observed=2026-08-11T20:06:53.237752Z digest=sha256:0d8f936b706ee8fcdb7ac1fd681751e15be1734254542d95eb4c94a4010e2d05

Observation 89018617-ae97-4adf-ae21-1820e2f6908f · outbound

This paper cites Improving Image Captioning with Better Use of Captions.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Improving Image Captioning with Better Use of Captions

Reference 7

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Observation b9aac87c-b84d-4d26-bfc8-56a4e7cdbacf · outbound

This paper cites Arksey and L.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Arksey and L

Reference 8

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source=pdf_text observed=2026-08-11T20:06:53.248035Z digest=sha256:7d22599df87b12d71668d50bcddccff8e84765dfc8739bf20fe0edf61a95877e

Observation 75679b02-a7b4-4269-ac7f-cb05ef1a26b0 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 9

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source=pdf_text observed=2026-08-11T20:06:53.253702Z digest=sha256:a8a4229b1b6ad8d9f448e35814fefc39848b07d86ea65b488b1b09522e6a9a15

Observation 4818c7e7-6f43-48b2-ad7e-a7f605541e65 · outbound

This paper cites LeCun, Y.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services LeCun, Y

Reference 10

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source=pdf_text observed=2026-08-11T20:06:53.258804Z digest=sha256:c63817f3ff5b4d0f779c40a34892e0527ecbaff73e359c17ae4d7c4a27d4b771

Observation 10f072bb-9a43-4c40-a0c9-ca3056f7feb9 · outbound

This paper cites Multimodal Deep Learning.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Multimodal Deep Learning

Reference 11

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source=pdf_text observed=2026-08-11T20:06:53.263889Z digest=sha256:d2d167fd861cc86ee1431785f787b398359541f73acc0611c4de5d4791567c6c

Observation a463aeb5-ad4b-46c1-adb8-b88126516ad4 · outbound

This paper cites Newell, J.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Newell, J

Reference 12

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source=pdf_text observed=2026-08-11T20:06:53.269940Z digest=sha256:16cb5bbbeba1760abe01c1e77ceda65f86abe7d86f848d29c72ada1731a53086

Observation 076d4ec1-800b-463e-bb45-b04c8364d4c5 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-11T20:06:53.274813Z digest=sha256:34cb9b9c502cf0a27fe52d419747e86ca6c6dcb463b2b9d5557f74bf5ca53dbc

Observation e5916ddd-61fa-4fb5-bfe1-74de4b269743 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-11T20:06:53.279808Z digest=sha256:d115073dff50b933ea9559245973b59d871719268c8197b18a63bd75e682b2c3

Observation 681c1931-0133-4410-8186-a8648f65b2dd · outbound

This paper cites Goodfellow et al.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Goodfellow et al

Reference 15

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source=pdf_text observed=2026-08-11T20:06:53.285108Z digest=sha256:6cbb190aff8905de245198138967a5383e4c0a86c5c2d210b38bb51f5a922b7e

Observation 174f5ad3-afa9-4d08-be4a-00706ff11d5b · outbound

This paper cites Attention Is All You Need.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Attention Is All You Need

Reference 16

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source=pdf_text observed=2026-08-11T20:06:53.290354Z digest=sha256:0477eedc343042fd4e7b85cb2eba368afbb90e9757001c7c854ba7842ca4d9b6

Observation d5842562-1a1d-4491-b4b4-21c6b10592b1 · outbound

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

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 17

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source=pdf_text observed=2026-08-11T20:06:53.296734Z digest=sha256:a001025e95b94e28afa052fac025d4e82113cf6d8a6ec8e90956b636f49ae773

Observation 826a9b10-5c91-4aed-8401-c20014fc805d · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 18

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source=pdf_text observed=2026-08-11T20:06:53.303242Z digest=sha256:e896bfa4ab823eea17d7ef4c5640668ab09e895b45df35f35090ab5831de0d5b

Observation 5761f6cc-1a5c-44cf-bb7e-3cf28f0024d1 · outbound

This paper cites Rombach, A.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Rombach, A

Reference 19

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source=pdf_text observed=2026-08-11T20:06:53.310763Z digest=sha256:7984604981d78d0e24e963e54bc80f5ac0ff7d66d75bf75f0f5ea8ac50a8cb29

Observation 00189661-d6de-4e6b-a683-b73d93bf79da · outbound

This paper cites ”Hello GPT-4: OpenAI 's Latest Language Model.” https://openai.com/index/ hello-gpt-4o/ (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Hello GPT-4: OpenAI 's Latest Language Model.” https://openai.com/index/ hello-gpt-4o/ (accessed

Reference 20

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source=pdf_text observed=2026-08-11T20:06:53.316637Z digest=sha256:9812ab70f52f5e448c6e07f9d47acb0811c02d5dae295323e8fbf5d03ca771d3

Observation 49eaf77b-df4b-4ef0-93bd-9315416b750e · outbound

This paper cites The Llama 3 Herd of Models.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services The Llama 3 Herd of Models

Reference 21

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source=pdf_text observed=2026-08-11T20:06:53.323312Z digest=sha256:c725b715f39ed8196f0c28364a958bea7dea40d277d302b4533ab4712a711f2a

Observation 2855b90e-c332-4177-be2c-48f100977486 · outbound

This paper cites ”Meta LLaMA 3: Advancing Open-Source Language Models.” https://ai.meta.com/blog/ meta-llama-3/ (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Meta LLaMA 3: Advancing Open-Source Language Models.” https://ai.meta.com/blog/ meta-llama-3/ (accessed

Reference 22

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source=pdf_text observed=2026-08-11T20:06:53.329884Z digest=sha256:1657ae605e2e6b6f8c59f02e37abc99d3418604be12eef01b7d927ab71cf76c8

Observation f026a1e1-aa55-4584-86db-dfa4289478d6 · outbound

This paper cites Gunter et al., ”Apple intelligence foundation language models,” arXiv preprint arXiv:2407.21075, 2024.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Gunter et al., ”Apple intelligence foundation language models,” arXiv preprint arXiv:2407.21075, 2024

Reference 23

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source=pdf_text observed=2026-08-11T20:06:53.336934Z digest=sha256:407e3fac6e13d45334fa960830335a93f933908ba6cd55fde317118c69bd69f2

Observation 656e2c48-3353-497d-9112-18acca46af42 · outbound

This paper cites Available: https://www.datacamp.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Available: https://www.datacamp

Reference 24

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source=pdf_text observed=2026-08-11T20:06:53.342923Z digest=sha256:5b130e7436ee825d82722ccf7dd9bf00135192f00ad84969abcc736c5f171a1d

Observation bb1bde39-10eb-45b1-9915-ce7907658489 · outbound

This paper cites ”Claude 3.5 Sonnet: Advancing Conversational AI with Ethical AI Principles.” https: //www.anthropic.com/news/claude-3-5-sonnet (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Claude 3.5 Sonnet: Advancing Conversational AI with Ethical AI Principles.” https: //www.anthropic.com/news/claude-3-5-sonnet (accessed

Reference 25

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source=pdf_text observed=2026-08-11T20:06:53.349385Z digest=sha256:e2bb273110de31c7125e2131b2457c0033d4821049b2795b83392d33100b4ec3

Observation 4ceec67a-4f2f-4f12-ae5f-ba4aed55bcb7 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 26

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source=pdf_text observed=2026-08-11T20:06:53.355781Z digest=sha256:cd16f8a2c667822c99e9adb4f2136124037044a7f128da5ebc196585b12e3913

Observation 7e4aeb54-0c6c-4e04-9a01-8b8fc33e3b5c · outbound

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

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 27

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source=pdf_text observed=2026-08-11T20:06:53.362782Z digest=sha256:05a6d417fe4eb165e04ff4e7a1aa5939231668a4d09fa6578cfad330827ca379

Observation 6a5043b1-b33e-4823-8d0c-afa534fe93af · outbound

This paper cites The Llama 3 Herd of Models.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services The Llama 3 Herd of Models

Reference 28

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source=pdf_text observed=2026-08-11T20:06:53.368575Z digest=sha256:60ee69761273e3f181b3dae26fd8fbc7479b357b671830a3f88087d1c392f828

Observation ede47404-2e40-48f9-90c8-64dd8c215e22 · outbound

This paper cites The Cost of Training NLP Models: A Concise Overview.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services The Cost of Training NLP Models: A Concise Overview

Reference 29

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source=pdf_text observed=2026-08-11T20:06:53.373149Z digest=sha256:2511e66098ce188652d1aae0dbdab793182835e6d173077d21d7fc46c4214ee4

Observation 81c89a57-e218-42a3-9237-b5ef750022b2 · outbound

This paper cites GPT-4 Technical Report.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services GPT-4 Technical Report

Reference 30

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source=pdf_text observed=2026-08-11T20:06:53.378177Z digest=sha256:2a9befaebaad11e001c13ee0785c8d542cce1447368564ce16d6668d7085fe66

Observation c30da7d6-2485-4feb-af74-7874c5289620 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services LoRA: Low-Rank Adaptation of Large Language Models

Reference 31

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source=pdf_text observed=2026-08-11T20:06:53.383178Z digest=sha256:46bbaf23bf13d6b5f72e707e06da3d89ba927af21e23db7b95eab205d39fa9ae

Observation b52e354b-d706-4db8-a0ec-fab69722f702 · outbound

This paper cites Houlsby et al.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Houlsby et al

Reference 32

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source=pdf_text observed=2026-08-11T20:06:53.387559Z digest=sha256:82c2fd35a8d7edfc8fb28c03cb0d50e1c6044c3259244cd7efcebe9514963827

Observation 9e68b799-ee35-42d0-b160-3fd0aa359669 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Distilling the Knowledge in a Neural Network

Reference 33

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source=pdf_text observed=2026-08-11T20:06:53.393846Z digest=sha256:2a963cfae5b9eb71ff0746d96facfd752f9eb2c22b6dadb7666d897c9e16d1e1

Observation 53601a34-f273-4128-ad4c-a3172bd3e667 · outbound

This paper cites Large Language Models Encode Clinical Knowledge.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Large Language Models Encode Clinical Knowledge

Reference 34

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source=pdf_text observed=2026-08-11T20:06:53.399298Z digest=sha256:85e1cb7f452bef935ea18f3f580b590e83e755133c160950823f61ff26457f20

Observation 22e3631b-0a8c-4164-89d4-4c61372574d4 · outbound

This paper cites Jumper et al.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Jumper et al

Reference 35

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source=pdf_text observed=2026-08-11T20:06:53.406241Z digest=sha256:2d2ac9eec2bb429cee0e1945b4f352f580f27b793f2031439dcbdeda8eac3b20

Observation 59655936-d15c-40ca-943c-eb5f449822f1 · outbound

This paper cites Le Scao et al.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Le Scao et al

Reference 36

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source=pdf_text observed=2026-08-11T20:06:53.410939Z digest=sha256:084692102cc38eeaa9c067c3f0ae0b0c729b0d42bee8c07d099b836d541990e7

Observation 2075a798-d0dd-45f3-9953-51f7afea6470 · outbound

This paper cites Hochreiter and J.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Hochreiter and J

Reference 37

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source=pdf_text observed=2026-08-11T20:06:53.415603Z digest=sha256:c048b3ee311b110c4f0eca9ca6cd771b30a2a4bd6740dfb6cebaa950a76bf708

Observation e1d00788-d6e7-4fe8-a33e-ff3062a05ed9 · outbound

This paper cites Bengio, P.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Bengio, P

Reference 38

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Observation d62313e2-f472-4c86-bbfb-542ee82d51c1 · outbound

This paper cites Mission, ”RAG & Generative AI: Enhancing AI Solutions with Retrieval-Augmented Generation,”.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Mission, ”RAG & Generative AI: Enhancing AI Solutions with Retrieval-Augmented Generation,”

Reference 39

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Observation ce5d0257-c7d7-4158-8d04-b4521efb899f · outbound

This paper cites Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering

Reference 40

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Observation 8c204d10-48c1-4b5d-87c0-7c9931db9915 · outbound

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

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services WebGPT: Browser-assisted question-answering with human feedback

Reference 41

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Observation 50660cc6-cf08-4d95-bd7a-a4303a7b3f94 · outbound

This paper cites ”SearchGPT Prototype: Exploring the Future of AI-Driven Search.” https://openai.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”SearchGPT Prototype: Exploring the Future of AI-Driven Search.” https://openai

Reference 42

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Observation 2f9e04e8-b1f4-4237-8f24-a8975d594562 · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Graph Retrieval-Augmented Generation: A Survey

Reference 43

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Observation 045a1862-5890-4349-9b07-56c1e433277e · outbound

This paper cites HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction

Reference 44

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Observation 17b387aa-781f-49fd-a103-3b894ca131ca · outbound

This paper cites Baltruˇ saitis, C.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Baltruˇ saitis, C

Reference 45

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Observation 95931d70-bf49-4a11-8276-2202382ceb65 · outbound

This paper cites Radford et al., ”Learning transferable visual models from natural language supervision,” presented at the International Conference on Machine Learning, 2021.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Radford et al., ”Learning transferable visual models from natural language supervision,” presented at the International Conference on Machine Learning, 2021

Reference 46

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Observation 6bb0bbef-2d50-4099-9f24-0a9ec80f010f · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 47

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Observation 1b94e106-cb66-40d7-8e2d-476606693d51 · outbound

This paper cites Learning with Latent Language.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Learning with Latent Language

Reference 48

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Observation ddc4502b-d091-4b4f-bce4-808a3d577407 · outbound

This paper cites Mell, ”The NIST Definition of Cloud Computing,” NIST Special Publication, pp.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Mell, ”The NIST Definition of Cloud Computing,” NIST Special Publication, pp

Reference 49

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Observation c44e0929-a0e8-4c05-b123-5c844189b0f9 · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 50

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Observation b6547405-6373-4316-89f7-c0d865af9ec0 · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 51

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Observation eade8ae4-7f5d-48d6-aca5-120c617acd9f · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-11T20:06:53.518615Z digest=sha256:6476a8fea99a6e9b479e845b44a538a8d274891fe540190f671977ae94c3e6ea

Observation b7288a70-67b2-4ddd-b3c5-1bcb24b6ae79 · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 53

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Observation 778983b8-bc45-48d4-9b2a-1b8088591768 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 54

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Observation 641efe69-898a-4ad7-84cf-7b216c22dc53 · outbound

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Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 55

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Observation 5ff1bddb-dc3e-495b-8ed1-53752ddc1eb7 · outbound

This paper cites In-Datacenter Performance Analysis of a Tensor Processing Unit.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services In-Datacenter Performance Analysis of a Tensor Processing Unit

Reference 56

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Observation 86e6fda6-6d8a-411c-8046-59c8a07767cb · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 57

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Observation f2b0bf55-ecf4-4732-bdce-c6a465430218 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-11T20:06:53.553407Z digest=sha256:24f92540ea34607f28cb6adb4f3184470bd7f4602faaa0ec5013c5a1b2686e92

Observation c6a4ff34-52e5-4be9-9fbb-68ff3fea76ae · outbound

This paper cites Scaling Laws for Generative Mixed-Modal Language Models.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Scaling Laws for Generative Mixed-Modal Language Models

Reference 59

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Observation fa81d959-1b26-42cf-89db-bc7c3e828d65 · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 60

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Observation 692d0140-9f01-4f75-a82b-df7b6eb439ee · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 61

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This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 62

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Observation d328eb25-b7bf-4192-9950-fda4dc2ff940 · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 63

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Observation 890d0781-1dcc-4714-a004-e6301646699a · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 64

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Observation e4687190-8cfc-4bf6-9fd7-ced68f636b8b · outbound

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Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 65

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Observation db5948c5-7b62-42cc-b5a8-8f006d003b16 · outbound

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Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 66

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Observation e1f070f2-b6ec-4e6e-acd8-6dc5199ef507 · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 67

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Observation c41857b3-b82e-491a-9777-af472401502b · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 68

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Observation fe23e473-6285-49e6-9b72-fca5a6fa8db0 · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 69

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source=pdf_text observed=2026-08-11T20:06:53.612852Z digest=sha256:e3d1b1ce0272b7e942e8b7c230a6e712bab882abf93e72dfd6923f68618983f3

Observation 890bdc29-2539-4f95-8304-09563bee3445 · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 70

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source=pdf_text observed=2026-08-11T20:06:53.617747Z digest=sha256:4d9dc991ff9cd87b84102eeed674292d12dde9d8f7fe10e315fbc4bfbb707402

Observation 66a062ec-0e08-4887-a01b-c986314200a4 · outbound

This paper cites ”Pay-As-You-Go Cloud Computing: Flexible and Cost-Effective Cloud Solutions.” https://www.digitalocean.com/resources/articles/pay-as-you-go-cloud-computing (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Pay-As-You-Go Cloud Computing: Flexible and Cost-Effective Cloud Solutions.” https://www.digitalocean.com/resources/articles/pay-as-you-go-cloud-computing (accessed

Reference 71

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Observation 27991b22-0b07-4597-ab4b-764df83b55fa · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 72

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Observation 9dff751e-869a-4aa3-9eeb-67ceb3b37c01 · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 73

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Observation 1a62fb40-1b46-4c3e-833f-968700d4f873 · outbound

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Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 74

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source=pdf_text observed=2026-08-11T20:06:53.639328Z digest=sha256:8ace6ed33302ea928ddef4d563f6c6b9ca149a5780925fd9a9196131ec8c5ab5

Observation fc026386-05ee-4fef-8c41-39a76e83f656 · outbound

This paper cites Bernstein, ”Containers and Cloud: From LXC to Docker to Kubernetes,”IEEE Cloud Computing, vol.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Bernstein, ”Containers and Cloud: From LXC to Docker to Kubernetes,”IEEE Cloud Computing, vol

Reference 75

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source=pdf_text observed=2026-08-11T20:06:53.644679Z digest=sha256:4ba6f3dab3a8e69613c28599a036c0dd82d48a825d9ab005e9182cac578b1d7f

Observation 3b23e5d2-e901-4e7f-adff-323c1f147b35 · outbound

This paper cites Serverless Computing: Current Trends and Open Problems.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Serverless Computing: Current Trends and Open Problems

Reference 76

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source=pdf_text observed=2026-08-11T20:06:53.651097Z digest=sha256:7d40bb07482a7904ce5972eb854077f6527794bbb6c059a3dba77d728c66bbc2

Observation 0147b960-ab3d-425b-8cad-a442cd9e7234 · outbound

This paper cites Singh, A.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Singh, A

Reference 77

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Observation 35dfd943-416e-4dbb-8216-a18ad63731a9 · outbound

This paper cites Kreuzberger, N.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Kreuzberger, N

Reference 78

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Observation b00a6774-800a-43f5-b80b-ef0973a80c1c · outbound

This paper cites Buyya, C.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Buyya, C

Reference 79

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Observation 3bba7d4a-a237-4b16-a71b-7d25e9e9680c · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 80

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Observation 0cd290ef-4176-4a98-828d-e08b8e33f561 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 81

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Observation 590207e6-3c01-4644-8e39-ee0f10dc4fe8 · outbound

This paper cites Alhenaki, A.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Alhenaki, A

Reference 82

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Observation 8719d308-dc99-47ea-bff4-899e1065e991 · outbound

This paper cites Zhang, Y.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Zhang, Y

Reference 83

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source=pdf_text observed=2026-08-11T20:06:53.693688Z digest=sha256:e50f9a131ce72343f23d3e143517758a2df1325ea7ae0ab9f66842e12334e9d5

Observation 6b176b9e-9ff3-42c7-a27d-0987447f0452 · outbound

This paper cites In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning

Reference 84

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source=pdf_text observed=2026-08-11T20:06:53.698410Z digest=sha256:9fa070a37412f108ca67cd456bfa2fe806a4c010d97cbf38de76162508552af5

Observation 6eb8ab7d-28a8-4f92-8572-e58960d8bedb · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 85

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Observation 830ab498-7645-442a-b065-34da5de96a00 · outbound

This paper cites Schuld, I.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Schuld, I

Reference 86

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Observation c62c0358-21f7-4148-8f07-0bd5b28e359a · outbound

This paper cites ”IBM Quantum: Pioneering the Future of Quantum Computing.” https://www.ibm.com/ quantum (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”IBM Quantum: Pioneering the Future of Quantum Computing.” https://www.ibm.com/ quantum (accessed

Reference 87

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source=pdf_text observed=2026-08-11T20:06:53.715937Z digest=sha256:3ab3ce2f571b91bae70f67bb6823af95f72a6bc5999bbe1ca49ee7a4e82bd89f

Observation 0700b7e6-b5e7-4691-ac64-42426f8ed6c3 · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 88

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source=pdf_text observed=2026-08-11T20:06:53.722343Z digest=sha256:a957b27aa6f4a886ef02e623b182838465dd75e92a4b2d5b2bb6b5e59ea3245e

Observation c157fb26-ae30-4f27-8844-d90cf5cc94ff · outbound

This paper cites Amazon Web.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Amazon Web

Reference 89

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source=pdf_text observed=2026-08-11T20:06:53.729776Z digest=sha256:2eb407e1d0e4cb260992cc6ff913a8badf335dd4e35f2012dd87a84912c4f27b

Observation 03a25a08-db8e-448b-b800-01b71e11374d · outbound

This paper cites ”Google Quantum AI: Advancing Quantum Computing for Real-World Impact.” https: //quantumai.google/ (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Google Quantum AI: Advancing Quantum Computing for Real-World Impact.” https: //quantumai.google/ (accessed

Reference 90

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source=pdf_text observed=2026-08-11T20:06:53.739953Z digest=sha256:e11e3720f8a3d56c49997d514c096ae22a369aaef553400792facad988b3ebf0

Observation 2a0e652d-623d-49e8-bc12-3d445f02859e · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 91

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Observation ae8bced0-4a3a-406e-b44a-baa30c6ba27c · outbound

This paper cites World Economic.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services World Economic

Reference 92

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Observation fb691869-58cd-48c9-bf49-4c23201cb873 · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 93

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source=pdf_text observed=2026-08-11T20:06:53.757781Z digest=sha256:f4a8f003e7b3fd497bfdfb591031f38815d3d5f23485b0d09febde01a586b81c

Observation b2751c31-0510-4b0e-9011-3128e874b709 · outbound

This paper cites ”Worldwide Cloud Infrastructure Services Market Share by Vendor.” https://www.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Worldwide Cloud Infrastructure Services Market Share by Vendor.” https://www

Reference 94

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Observation 30cc5d31-2e67-4ab4-9d0d-065426dedaf3 · outbound

This paper cites CloudZero.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services CloudZero

Reference 95

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source=pdf_text observed=2026-08-11T20:06:53.769194Z digest=sha256:82b791a0a3b6d315c1675204f96f7aa4b074e35f48ff028d72920e1ad0a2c711

Observation 8879f604-207e-4aa9-ae0d-3556582e8f23 · outbound

This paper cites Microsoft.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Microsoft

Reference 96

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source=pdf_text observed=2026-08-11T20:06:53.775437Z digest=sha256:d22fea6c570e68f5405094b94a9144cba320a4e93e8db772a15193a2eac777df

Observation 32eb72ad-2bb1-4abd-ac6a-926d7243b070 · outbound

This paper cites ”Anthropic Partners with Google Cloud to Scale AI Research and Development.” https: //www.anthropic.com/news/anthropic-partners-with-google-cloud (accessed.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Anthropic Partners with Google Cloud to Scale AI Research and Development.” https: //www.anthropic.com/news/anthropic-partners-with-google-cloud (accessed

Reference 97

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source=pdf_text observed=2026-08-11T20:06:53.780669Z digest=sha256:5b21b863d10fe2c29aaa011f6ce375ffe0dea8f3a700dd26aac0b85f66230f1d

Observation 36692218-1cef-4fdb-ac48-93874410b946 · outbound

This paper cites ”A WS-NVIDIA Strategic Collaboration for Generative AI.” https://nvidianews.nvidia.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”A WS-NVIDIA Strategic Collaboration for Generative AI.” https://nvidianews.nvidia

Reference 98

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source=pdf_text observed=2026-08-11T20:06:53.785881Z digest=sha256:d007fe076905e5bdfc3f09d7ab55e36652aa7d1658ed443af09947b8a81a9abe

Observation ba579f0c-feb7-4294-a31f-11ecf117a72e · outbound

This paper cites an unresolved cited work.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services Unresolved cited work

Reference 99

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source=pdf_text observed=2026-08-11T20:06:53.791672Z digest=sha256:8030a7c02a7d90ccfd80b711d5cf4dc326f372d8921bfe001225cedca530ae7d

Observation db2481a2-8ae6-47c1-8aa8-339f02891c81 · outbound

This paper cites ”Oracle and NVIDIA Announce Sovereign AI Cloud for Europe.” https://nvidianews.

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services ”Oracle and NVIDIA Announce Sovereign AI Cloud for Europe.” https://nvidianews

Reference 100

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source=pdf_text observed=2026-08-11T20:06:53.796501Z digest=sha256:26f41db2376b51fb49986dadf6720f3af07e9f7148ebd31746f060e0ad6c5f50

Pith citing papers

Observation bd82dd0e-94da-47de-8329-722083955c83 · inbound

Less Context, Same Performance: A RAG Framework for Resource-Efficient LLM-Based Clinical NLP cites this paper.

Less Context, Same Performance: A RAG Framework for Resource-Efficient LLM-Based Clinical NLP Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services

Reference 17

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source=pdf_text observed=2026-08-07T14:37:23.317624Z digest=sha256:370e21e88d4f373eadc649bde45d11f1f52d609e2bdfb5c9bb6c58e48861a209