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BBA in Banking & Insurance

verdict slip · printed 1 Aug 2026 · sources on every line
how to read this slip
stays humanthe evidence says this stays human led
with AIdone faster with AI in the loop: still needs you
shiftingthe evidence says AI already reaches this one
no data yetno source covers it yet, so we don't guess
STAYS HUMAN6
with AI9
shifting5
tasks charted · feeds 3 jobs20
of 20 charted tasks: 6 stay human · 9 run with AI in the loop · 5 are shifting. counts only: we don't do scores.
Tellers[feeds: source]
Cash checks and pay out money after verifying that signatures are correct, that written and numerical amounts agree, and that accounts have sufficient funds.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Balance currency, coin, and checks in cash drawers at ends of shifts and calculate daily transactions, using computers, calculators, or adding machines.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Resolve problems or discrepancies concerning customers' accounts.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Enter customers' transactions into computers to record transactions and issue computer-generated receipts.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Explain, promote, or sell products or services, such as travelers' checks, savings bonds, money orders, and cashier's checks, using computerized information about customers to tailor recommendations.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Process transactions, such as term deposits, retirement savings plan contributions, automated teller transactions, night deposits, and mail deposits.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Business Teachers, Postsecondary[feeds: source]
usually via further study
Prepare and deliver lectures to undergraduate or graduate students on topics such as financial accounting, principles of marketing, and operations management.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Evaluate and grade students' class work, assignments, and papers.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Initiate, facilitate, and moderate classroom discussions.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Prepare course materials, such as syllabi, homework assignments, and handouts.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional organizations and conferences.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Maintain student attendance records, grades, and other required records.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Insurance Underwriters[feeds: source]
Examine documents to determine degree of risk from factors such as applicant health, financial standing and value, and condition of property.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Decline excessive risks.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Write to field representatives, medical personnel, or others to obtain further information, quote rates, or explain company underwriting policies.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Evaluate possibility of losses due to catastrophe or excessive insurance.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Review company records to determine amount of insurance in force on single risk or group of closely related risks.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
Authorize reinsurance of policy when risk is high.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗
the delta: what moves your picture
#1 Using AI to flag catastrophe or aggregation exposure fast, then checking the actual in-force totals before deciding on reinsurance
In BBA in Banking & Insurance's own task ledger, Insurance Underwriters' "Evaluate possibility of losses due to catastrophe or excessive insurance" rates augmented; all 3 matched rows here rate augmented. Checking the actual in-force totals before authorizing reinsurance is what keeps an exposure decision sound. first step: NAIC (National Association of Insurance Commissioners): Consumer Glossary of Insurance Terms · free · ~12 min
#2 Using AI to draft a risk assessment from application documents fast, then checking every underlying fact against the source document before pricing the policy
Among BBA in Banking & Insurance's matched ledger rows, Insurance Underwriters' "Examine documents to determine degree of risk from factors such as applicant…" rates augmented; the one matched row here rates augmented. Verifying every underlying fact against its source is what keeps an underwriting decision priced correctly. first step: NAIC (National Association of Insurance Commissioners): Consumer Glossary of Insurance Terms · free · ~12 min
#3 Using AI to draft correspondence to field reps or medical personnel fast, then checking every policy detail it states before sending
Looking at the roles BBA in Banking & Insurance feeds into, Insurance Underwriters' "Write to field representatives, medical personnel, or others to obtain further…" rates exposed; the one matched row here rates exposed. Checking every policy detail before it goes out under your name is what keeps underwriting correspondence trustworthy. first step: NAIC (National Association of Insurance Commissioners): Consumer Glossary of Insurance Terms · free · ~12 min
* THE HONESTY BOX
“not cooked” ≠ “nothing changes.” 9 of your 20 charted tasks already run with AI in the loop. this slip shows only what we could source: where studies disagree, we print both. nobody can promise outcomes; anyone who does is selling something.

Task-level AI evidence on this page is largely US-scoped research; local pay and market context differ.
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