Executive Summary

Why it matters

Sanskrit is categorically different from every other language in this Language Package pipeline, not just quantitatively riskier. Every other language in this batch faces cultural-background risk: a fluent, natural-sounding vernacular word smuggling in an unwanted meaning from a Hindu, Islamic, or regionally specific devotional context. Sanskrit faces a different kind of risk entirely: its entire available vocabulary is already the precise technical apparatus of a fully worked-out, textually-sourced philosophical system. Moksha, atman, brahman, avatara, and dharma are not loose cultural color a translator can route around with a careful word choice — they are exact terms in Advaita Vedanta, Vishishtadvaita, Nyaya, Mimamsa, and Samkhya-Yoga, each defended by named scriptural proof-texts. This Language Package is not defending against imprecision; it is defending against collision with a rival system that is, on its own terms, more rigorously argued than most cultural backgrounds this pipeline has to navigate.

Key findings

• The registry tracks 40 doctrines across Romans 1-16; 30 require mandatory human theologian review before any translated segment ships (7 Critical, 23 High).
• Holy Spirit (पवित्र आत्मा) is the single highest-stakes term in this entire Language Package: ātman is the central category of Advaita Vedanta, and the Upanishadic mahavakyas (“tat tvam asi,” “ayam atma brahma,” “aham brahmasmi”) assert its ultimate identity with Brahman — a categorically graver collision than the “impersonal Brahman” confusion flagged in vernacular Language Packages, because it risks the Holy Spirit’s distinct personhood collapsing into the reader’s own universal Self.
• Incarnation’s rejection of avatara is the most textually explicit doctrinal contrast in the whole 5-language batch: avatara theology traces to a specific, quotable verse (Bhagavad Gita 4.7-8) and a named list of prior instances (the dashavatara), not diffuse cultural inference.
• Righteousness and Law cannot fully escape dharma’s weight through word choice alone — dharma is the first of the four purusharthas and the entire subject of the Mimamsa school’s scriptural hermeneutics, meaning every candidate Sanskrit term carries some of that weight and requires mandatory redefinition on use, not silent avoidance.
• There are no first-language Sanskrit speakers to consult for “does this sound natural” feedback; review routing substitutes Sanskrit-philosophically-literate scholars for the “native speaker” role used in vernacular Language Packages.

Risks

• Ātman-Brahman collapse: any use of आत्मा for “Spirit” risks being read through Advaita’s central non-dual thesis rather than as the Trinity’s distinct third Person.
• Avatara-incarnation collapse: given a citable proof-text and canonical list, this collision is harder to argue past than a vaguer cultural avatar-belief would be.
• Irreducible dharma weight: righteousness and law terms cannot be fully cleansed of dharma’s technical freight by lexical choice alone.
• Precedent scarcity: existing Christian Sanskrit literature (Serampore 1808 New Testament, Brahmabandhab Upadhyay’s theological writing) is real but thin and scattered, meaning many of this Language Package’s choices are precedent-setting rather than precedent-following.

Opportunities

• Sanskrit’s own tradition of technical philosophical precision is an asset once turned toward Christian theology: this Language Package borrows Mimamsa’s निर्णयः (definitive ascertained conclusion) for “justification” and Nyaya’s आरोपित (superimposed/attributed property) for “imputed,” giving these doctrines genuine argumentative rigor in Sanskrit’s own idiom rather than a flattened borrowed gloss.
• Roberto de Nobili’s 17th-century choice of “Sarvesvara” over “Deva” for God, and Brahmabandhab Upadhyay’s Sat-Chit-Ananda Trinity analogy, demonstrate that serious, defensible Christian engagement with classical Sanskrit philosophical vocabulary has real historical precedent to build on.

Recommended actions

• Route every Critical and High risk segment (30 of 40 doctrines) through human theologian review before publication; do not allow automated-only review to touch these terms.
• Brief every reviewer specifically on the Advaita mahavakya collision for Holy Spirit and the Gita 4.7-8 sourcing for Incarnation — citable textual sources, not vague cultural inference, are the correct register for training reviewers on this Language Package.
• Reuse this Language Package’s translation_memory.json for every Romans lesson in Sanskrit rather than re-deriving terms per document, per the two-phase pipeline design.