Methodology for AI-Assisted Articles: Difference between revisions
(Created page with "=== Our Editorial Methodology: AI-Assisted, Human-Verified === '''The Mission''' Vanipedia is dedicated to building a comprehensive encyclopedia of Srila Prabhupada’s teachings. '''While our transcripts and quote pages remain strictly human-curated''', to achieve the monumental task of ''summarizing'' thousands of categories of Vani (instruction), we utilize advanced technology while maintaining absolute fidelity to the original source. '''Our "Glass Window" Standar...") |
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'''The Mission''' | '''The Mission''' | ||
Vanipedia is dedicated to building a comprehensive encyclopedia of | Vanipedia is dedicated to building a comprehensive encyclopedia of Śrīla Prabhupāda’s teachings. '''While our transcripts and quote pages remain strictly human-curated''', to achieve the monumental task of ''summarizing'' thousands of categories of Vāni (instruction), we utilize advanced technology while maintaining absolute fidelity to the original source. | ||
'''Our "Glass Window" Standard''' | '''Our "Glass Window" Standard''' | ||
We do not use Artificial Intelligence to interpret or invent philosophy. We use it strictly as a scribe and a researcher. We serve as a transparent glass window that allows the reader to see | We do not use Artificial Intelligence to interpret or invent philosophy. We use it strictly as a scribe and a researcher. We serve as a transparent glass window that allows the reader to see Śrīla Prabhupāda clearly, without distortion. | ||
'''The Creation Process''' | '''The Creation Process''' | ||
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Every ''AI-assisted article'' on this site undergoes a rigorous, three-step production process: | Every ''AI-assisted article'' on this site undergoes a rigorous, three-step production process: | ||
# '''The Source (Verbatim Anchors):''' We begin with the Vaniquotes database—the verified, verbatim words of | # '''The Source (Verbatim Anchors):''' We begin with the Vaniquotes database—the verified, verbatim words of Śrīla Prabhupāda. These quotes serve as the unchangeable foundation for every article. | ||
# '''The Scribe (AI-Assisted Drafting):''' We employ advanced Large Language Models (LLMs) trained on strict "Domain Alignment" protocols. The AI is instructed to summarize the verified quotes without adding external opinions, creating a structured narrative that links directly back to the source text. | # '''The Scribe (AI-Assisted Drafting):''' We employ advanced Large Language Models (LLMs) trained on strict "Domain Alignment" protocols. The AI is instructed to summarize the verified quotes without adding external opinions, creating a structured narrative that links directly back to the source text. | ||
# '''The Guardian (Human Verification):''' Every article is reviewed by senior Vanipedia editors. We verify that the summary accurately reflects the mood and substance of the quotes. We ensure that every claim is substantiated by a link to the original conversation, letter, or book. | # '''The Guardian (Human Verification):''' Every article is reviewed by senior Vanipedia editors. We verify that the summary accurately reflects the mood and substance of the quotes. We ensure that every claim is substantiated by a link to the original conversation, letter, or book. | ||
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'''Your Guarantee''' | '''Your Guarantee''' | ||
If you read it here, it is anchored in the | If you read it here, it is anchored in the Vāni. We use technology to extend our reach, but our consciousness remains fixed on the order of Śrīla Prabhupāda. | ||
[[Category:Vanipedia Documentation]] | [[Category:Vanipedia Documentation]] | ||
Revision as of 11:30, 24 December 2025
Our Editorial Methodology: AI-Assisted, Human-Verified
The Mission
Vanipedia is dedicated to building a comprehensive encyclopedia of Śrīla Prabhupāda’s teachings. While our transcripts and quote pages remain strictly human-curated, to achieve the monumental task of summarizing thousands of categories of Vāni (instruction), we utilize advanced technology while maintaining absolute fidelity to the original source.
Our "Glass Window" Standard
We do not use Artificial Intelligence to interpret or invent philosophy. We use it strictly as a scribe and a researcher. We serve as a transparent glass window that allows the reader to see Śrīla Prabhupāda clearly, without distortion.
The Creation Process
Every AI-assisted article on this site undergoes a rigorous, three-step production process:
- The Source (Verbatim Anchors): We begin with the Vaniquotes database—the verified, verbatim words of Śrīla Prabhupāda. These quotes serve as the unchangeable foundation for every article.
- The Scribe (AI-Assisted Drafting): We employ advanced Large Language Models (LLMs) trained on strict "Domain Alignment" protocols. The AI is instructed to summarize the verified quotes without adding external opinions, creating a structured narrative that links directly back to the source text.
- The Guardian (Human Verification): Every article is reviewed by senior Vanipedia editors. We verify that the summary accurately reflects the mood and substance of the quotes. We ensure that every claim is substantiated by a link to the original conversation, letter, or book.
Your Guarantee
If you read it here, it is anchored in the Vāni. We use technology to extend our reach, but our consciousness remains fixed on the order of Śrīla Prabhupāda.