Methodology for AI-Assisted Articles: Difference between revisions

Latest revision as of 09:47, 8 January 2026

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:

To ensure strict fidelity to the teachings of Śrīla Prabhupāda, 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): The Scribe (AI-Assisted Drafting) We employ advanced Large Language Models (LLMs) trained on strict "Domain Alignment" protocols. The AI is instructed to synthesize the verified quotes without adding external opinions, creating a structured narrative that links directly back to the source text.
The Guardian (Human Verification): The Guardian (Human Verification) Senior Vanipedia editors review every article. We verify that the synthesized reportage accurately reflects the mood, context, and substance of the quotes. This verification can also include discussions with fellow editors.

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 1: / Line 1: @@
 === Our Editorial Methodology: AI-Assisted, Human-Verified ===
-'''The Mission'''
+'''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.
+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'''
+'''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 Srila Prabhupada 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:
+To ensure strict fidelity to the teachings of Śrīla Prabhupāda, 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 Srila Prabhupada. 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):''' The Scribe (AI-Assisted Drafting) We employ advanced Large Language Models (LLMs) trained on strict "Domain Alignment" protocols. The AI is instructed to synthesize 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):''' The Guardian (Human Verification) Senior Vanipedia editors review every article. We verify that the synthesized reportage accurately reflects the mood, context, and substance of the quotes. This verification can also include discussions with fellow editors.
-'''Your Guarantee'''
+'''Your Guarantee:'''
-If you read it here, it is anchored in the Vani. We use technology to extend our reach, but our consciousness remains fixed on the order of Srila Prabhupada.
+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.
 [[Category:Vanipedia Documentation]]