Methodology for AI-Assisted Articles: Difference between revisions
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=== Our Editorial Methodology: AI-Assisted, Human-Verified === | === Our Editorial Methodology: AI-Assisted, Human-Verified === | ||
'''The Mission''' | '''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. | 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 Śrīla Prabhupāda clearly, without distortion. | 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:''' | ||
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: | ||
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# '''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 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 | # '''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 book, lecture, conversation, or letter. | ||
'''Your Guarantee''' | '''Your Guarantee:''' | ||
If you read it here, it is anchored in | If you read it here, it is anchored in Śrīla Prabhupāda's Vāni. We use technology to extend our reach, but our commitment is absolute: to present Śrīla Prabhupāda's words strictly as they are. | ||
[[Category:Vanipedia Documentation]] | [[Category:Vanipedia Documentation]] | ||
Revision as of 12:05, 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 book, lecture, conversation, or letter.
Your Guarantee:
If you read it here, it is anchored in Śrīla Prabhupāda's Vāni. We use technology to extend our reach, but our commitment is absolute: to present Śrīla Prabhupāda's words strictly as they are.