Methodology for AI-Assisted Articles: Difference between revisions

Revision as of 14:23, 29 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 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. Vanipedia serves as a transparent window that allows readers to see Śrīla Prabhupāda clearly, without distortion.

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): Senior Vanipedia editors review every article. We verify that the reportage summary accurately reflects the mood and substance of the quotes. We ensure that a link to the original book, lecture, conversation, or letter substantiates every claim.

Your Guarantee:

All content presented in Vanipedia is anchored in Śrīla Prabhupāda's Vāni. We use technology to extend our reach, but our commitment is uncompromising: to present Śrīla Prabhupāda's words strictly as they are.

@@ Line 3: / Line 3: @@
 '''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 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.
+We do not use Artificial Intelligence to interpret or invent philosophy. We use it strictly as a scribe and a researcher. Vanipedia serves as a transparent window that allows readers to see Śrīla Prabhupāda clearly, without distortion.
-'''The Creation Process:'''
+'''Creation Process:'''
 Every ''AI-assisted article'' on this site undergoes a rigorous, three-step production process:
@@ Line 15: / Line 15: @@
 # '''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.
+# '''The Guardian (Human Verification):''' Senior Vanipedia editors review every article. We verify that the reportage summary accurately reflects the mood and substance of the quotes. We ensure that a link to the original book, lecture, conversation, or letter substantiates every claim.
 '''Your Guarantee:'''