Executive Summary: Exodus → Bengali Translation Requirements

Format: Smart Brevity Curriculum: Exodus 1–40 | Core passage: Exodus 12:1–14 | Destination language: Bengali (বাংলা)

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Why it matters

Exodus is the Old Testament’s foundational redemption narrative — the direct typological source for the New Testament’s Passover-lamb Christology, blood-atonement theology, and covenant-mediator doctrine already encoded in this project’s Romans baseline. Translating it into Bengali means threading a name-revealing, covenant-making God, a substitutionary blood sacrifice, and a mobile divine dwelling-place through the most densely populated religious-vocabulary terrain Bengali possesses — Hindu Vedic/Puranic sacrificial and temple language on one side, Islamic legal and devotional vocabulary on the other, and, uniquely to this book, Bangladesh’s own 1971 Liberation War political vocabulary threatening to overwrite God’s redemptive act with a nationalist narrative. Getting this package right determines whether Bengali learners encounter the God who says “I AM” and the lamb “without blemish” — or a domesticated echo of Brahman, taqwa, or মুক্তিযুদ্ধ.

Key findings

• 83 enforced terms now live in the Exodus translation_memory.json: 22 inherited exactly from the Romans baseline (e.g. ঈশ্বর, নিয়ম, ব্যবস্থা, পবিত্র আত্মা, পরিত্রাণ) plus 61 new terms required by Passover, the divine name, covenant law, tabernacle, and priesthood material not present in Romans.
• 59 of those 83 terms (24 Critical + 35 High) require mandatory human theologian review at every occurrence — a materially higher Critical/High density than the Romans package, driven by Exodus’s cultic and covenant-name vocabulary.
• 25 doctrines are tracked in the doctrine risk registry (11 Critical, 12 High, 2 Medium, 0 Low); 23 of 25 (92%) route to mandatory human theologian review, versus 2 to native-speaker-only review. Zero doctrines are automated-only — a first for this project’s Bengali work, reflecting the uniquely contested nature of Exodus’s subject matter in the Bengali religious landscape.
• Three collisions are unique to this book (absent from the Romans risk profile): (1) “redeem”/উদ্ধার vs. মুক্তি’s double collision with both Hindu mokṣa and Bangladesh’s মুক্তিযুদ্ধ liberation-war register; (2) the tabernacle/সমাগম তাম্বু vs. মন্দির/darshan-viewing collision; (3) প্রায়শ্চিত্ত (atonement) vs. the standard Hindu self-effort penance term of the identical spelling.
• Full 40-chapter coverage confirmed: every chapter has been explicitly reviewed (semantic analysis, glossary, doctrine matrix); chapters contributing no new doctrinal vocabulary (5, 8–10, 15, 17–18, 21, 23, 26–27, 30, 35–36, 38–39) are marked “reviewed — continuation,” never silently omitted.

Risks

• Highest-severity risk: the pasach (“pass over,” protective)/avar (“pass through,” judgment) verb pair in Exodus 12:12–13. If Bengali collapses both into one verb, the core passage’s entire substitutionary logic — judgment and rescue on the same night — disappears.
• Second-highest: “I AM” (আমি যে আছি সেই আমি) being silently absorbed into Vedantic sat/Brahman or Islamic Al-Ḥaqq/Al-Qayyūm categories, turning a personal covenant self-revelation into abstract philosophy.
• Third: “redeem” rendered as মুক্তি, which would re-narrate Exodus as either Hindu liberation-from-rebirth or Bangladeshi nationalist liberation, in both cases erasing the personal, covenantal actor.
• Structural risk: Bengali’s crowded religious-vocabulary “neighborhoods” (প্রায়শ্চিত্ত, প্রতিমা, অভিষেক, দর্শন-adjacent presence language, ঈর্ষা for jealousy, দাসত্ব for bondage) mean more terms than in Romans require mandatory translator notes rather than passive reliance on word choice alone — a workflow and reviewer-capacity risk, not just a lexical one.

Opportunities

• Typological bridge terms already fixed here (পাপাবরণ for mercy seat/hilastērion, নিয়মের রক্ত for blood of the covenant, প্রথমজাত for firstborn, মধ্যস্থ for mediator) give the eventual Romans/Hebrews/1 Peter curricula a pre-built, doctrinally sound cross-reference vocabulary rather than requiring retrofitted harmonization later.
• অভিষেক করা (anoint) and প্রতিমা (idol) — both retained despite Hindu-devotional associations — turn unavoidable collisions into teaching assets: the anointing root productively previews খ্রীষ্ট (“Anointed One”), and the golden calf’s প্রতিমা sharpens rather than dulls the text’s own anti-idolatry argument.
• সদাপ্রভু, already a stable, uncontested Bengali OT asset with no competing religious claimant, anchors the entire Character-of-God doctrine and should be leveraged as the curriculum’s most teachable, lowest-risk-per-impact term.

Recommended actions

1. Load assets/translation_memory.json, assets/bible_term_registry.json, assets/doctrine_risk_registry.json, and analysis/12_ai_translation_requirements.md (this package) together with the full Romans baseline before any Phase 2 segment translation begins.
2. Route Exodus 12:1–14 in its entirety to theologian review, not merely its Critical-tagged spans, given its status as the curriculum’s core passage and highest-density doctrinal convergence point.
3. Pre-brief theologian and native-speaker reviewers on the two forward-gap terms (Jehovah-Rapha, Jehovah-Nissi) and the pasach/avar pair before Phase 2 reaches chapters 12, 15, and 17, since these carry no prior-curriculum precedent to fall back on.
4. Budget reviewer capacity assuming a materially higher translator-note rate per chapter than Romans required — this is a designed consequence of Exodus’s subject matter, not a quality regression to be engineered away.
5. Carry forward পাপাবরণ, নিয়মের রক্ত, and প্রথমজাত as fixed cross-curriculum terms into any future Leviticus, Hebrews, or 1 Peter Language Package to preserve the typological lines this analysis establishes.