01 Executive Summary — 1 Corinthians (English → Malayalam)

Why it matters

Malayalam is the best-positioned language in this pipeline for AI-assisted Bible translation — nearly two millennia of continuous, settled Saint Thomas Christian vocabulary means most terms need disciplined enforcement, not invention. But 1 Corinthians is a materially higher-risk curriculum than the Romans baseline it extends: Paul is writing to a pagan, idol-saturated port city, and that subject matter — idol meat, temples, demons, resurrection-body theology, “wisdom” — collides with living, currently-practiced Kerala traditions (Hindu temple-offering practice, Advaita Vedantic philosophy, Theyyam ancestral-spirit veneration) in a way Romans never had to confront. Getting this wrong doesn’t just risk an awkward phrase; in several places it risks the translation validating the very syncretism Paul is forbidding.

Key findings

• 23 doctrines analyzed, full-book coverage across chapters 1–16, anchored theologically (not scope-limited) by the core passage, 1 Corinthians 15:1-11.
• 17 of 23 doctrines (74%) require mandatory human theologian review (5 Critical + 12 High), versus 6 requiring native-speaker review and 1 requiring only automated review — a notably heavier concentration than the Romans baseline’s risk profile.
• 29 Critical/High-risk terms newly catalogued or reinforced for this curriculum (10 Critical + 19 High), on top of every applicable baseline term inherited unchanged.
• Two new forbidden-substitution instances added to the baseline’s list: ναός (temple) must never render as അമ്പലം (always ദൈവാലയം); εἰδωλόθυτα (food offered to idols) must never render as നിവേദ്യം/പ്രസാദം (always വിഗ്രഹാര്‍പ്പിതം).
• A new risk category this curriculum introduces: clause-level doctrinal anchoring (not just forbidden-word avoidance) is required for σοφία (wisdom/ജ്ഞാനം), which collides with Vedantic jñāna-mārga self-realization theology — the single highest-probability silent drift risk identified, because ജ്ഞാനം is the correct word and would pass an automated forbidden-word check while still drifting doctrinally if left unanchored.
• Two live intra-Kerala-Christian sensitivities, not interfaith risks, carry their own theologian-review tier: (1) headship/gender-order passages (11:2-16; 14:34-35) intersecting Kerala’s matrilineal Nair heritage and today’s active denominational debate over women’s ordination; (2) “discerning the body” (11:29) intersecting the Real Presence debate dividing Catholic/Orthodox sacramental theology from Protestant/Evangelical memorial theology.

Risks

• Highest-probability drift: ജ്ഞാനം (wisdom, chs. 1-3) unanchored from “Christ crucified” — a fluent, doctrinally-wrong rendering that would not trip a simple forbidden-word filter.
• Highest-severity interfaith collision: ഭൂതം (demons, 10:14-22) against Kerala’s living Theyyam/folk-spirit practice, where a softened rendering could read as validating exactly the syncretism Paul condemns.
• Highest-severity evidentiary risk: ὤφθη (“appeared,” 15:5-8) drifting toward ദര്‍ശനം (devotional vision), which would convert Paul’s public, checkable eyewitness argument into a private religious experience.
• Sharpest intra-Christian fault line: the Lord’s Supper register (11:20-34) sitting on the Catholic/Orthodox കുര്‍ബാന vs. Protestant/Evangelical memorial-theology divide.
• Carryover risk from the Romans baseline, now applied more broadly: Kerala’s internal Syrian-Christian/Dalit-convert caste-heritage stratification remains a live sensitivity for every unity-and-no-distinction passage (1:10-17; 6:1-11; 11:17-22; 12:12-27), not only the one passage where it was first flagged.

Opportunities

• Kerala’s large, long-established Pentecostal/charismatic tradition gives spiritual-gifts vocabulary (ഭാഷകള്‍, സൗഖ്യവരങ്ങള്‍) unusually strong, positive, pre-existing familiarity — a rare case where the general Malayalam Christian corpus is already better-anchored than a neutral paraphrase would be.
• The living Saint Thomas Christian Pesaha (പെസഹ) observance gives 5:7’s Passover-typology a genuine, positive cultural anchor unavailable in most other languages in this pipeline.
• Jewish Passover theology and Islamic/Jewish dietary-allegiance theology both provide genuine, positive cross-tradition bridges for explaining why idol meat and the Lord’s Supper mattered enough to warrant sustained doctrinal argument.

Recommended actions

1. Load assets/translation_memory.json (this curriculum) alongside the baseline Romans translation memory for every Phase 2 segment; treat both as jointly authoritative per analysis/12_ai_translation_requirements.md.
2. Route all 17 theologian-tier doctrines and 29 Critical/High terms through mandatory human review before approval; do not permit automated-only sign-off on any of them.
3. Enforce the two new forbidden substitutions (ദൈവാലയം never അമ്പലം; വിഗ്രഹാര്‍പ്പിതം never നിവേദ്യം/പ്രസാദം) at the validation layer, not only at drafting time.
4. Apply the new clause-level anchoring check to every doctrinal occurrence of ജ്ഞാനം before Step 17 sign-off — this cannot be caught by a simple forbidden-word scan.
5. Escalate 11:2-16, 14:34-35, and 11:23-34 to theologian review with explicit instruction to render faithfully without resolving Kerala’s live contemporary denominational debates through translation choice alone.

---

Consistent with assets/doctrine_risk_registry.json, assets/bible_term_registry.json, analysis/11_doctrine_analysis.md, and analysis/04_comparative_theology.md. Supersedes no baseline Romans finding; extends it for the 1 Corinthians curriculum.