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BA in Information Science & Library Management

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 HUMAN2
with AI8
shifting4
tasks charted · feeds 2 jobs14
of 14 charted tasks: 2 stay human · 8 run with AI in the loop · 4 are shifting. counts only: we don't do scores.

Regulatory Affairs Managers[feeds: source]
Provide responses to regulatory agencies regarding product information or issues.with AI

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

open source ↗
Direct the preparation and submission of regulatory agency applications, reports, or correspondence.with AI

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

open source ↗
Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards.with AI

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

open source ↗
Develop regulatory strategies and implementation plans for the preparation and submission of new products.with AI

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

open source ↗
Manage activities such as audits, regulatory agency inspections, or product recalls.stays human

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

open source ↗
Formulate or implement regulatory affairs policies and procedures to ensure that regulatory compliance is maintained or enhanced.shifting

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

open source ↗
Maintain current knowledge of relevant regulations, including proposed and final rules.with AI

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

open source ↗
Review materials such as marketing literature or user manuals to ensure that regulatory agency requirements are met.shifting

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

open source ↗
Compliance Managers[feeds: source]
Report violations of compliance or regulatory standards to duly authorized enforcement agencies as appropriate or required.with AI

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

open source ↗
Identify compliance issues that require follow-up or investigation.stays human

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

open source ↗
Consult with corporate attorneys as necessary to address difficult legal compliance issues.shifting

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

open source ↗
Conduct or direct the internal investigation of compliance issues.with AI

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

open source ↗
Provide employee training on compliance related topics, policies, or procedures.with AI

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

open source ↗
Verify that all regulatory policies and procedures have been documented, implemented, and communicated.shifting

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

open source ↗

the delta: what moves your picture
#1 Directing AI to draft a regulatory submission or compliance write-up, then checking every claim against the actual code or standard
In BA in Information Science & Library Management's own task ledger, Regulatory Affairs Managers' "Direct the preparation and submission of regulatory agency applications,…" rates augmented; all 2 matched rows here rate augmented. Tracing every cited requirement back to the actual code or standard is what keeps a regulatory submission safe to file. first step: FDA: Regulatory Information (how submissions and compliance reviews work) · free · ~15 min
#2 Using AI to triage a pile of compliance complaints or violations fast, then building the evidence trail yourself before reporting anything to an enforcement agency
Among BA in Information Science & Library Management's matched ledger rows, Compliance Managers' "Report violations of compliance or regulatory standards to duly authorized…" rates augmented; all 2 matched rows here rate augmented. Building the evidence trail yourself is what keeps a compliance finding one a regulator can rely on. first step: U.S. EEOC: Employers compliance guidance hub · free · ~15 min
#3 Using AI to draft policy or training material fast, then checking every regulatory citation and effective date before it goes into a training deck or filed policy
Looking at the roles BA in Information Science & Library Management feeds into, Compliance Managers' "Provide employee training on compliance related topics, policies, or procedures" rates augmented; 1 of the 2 matched rows here rates augmented and 1 rates exposed. Tracing every citation back to the real regulatory text is what keeps compliance training accurate, not just fast. first step: Cornell Law School LII: Code of Federal Regulations · free · ~15 min
* THE HONESTY BOX
“not cooked” ≠ “nothing changes.” 8 of your 14 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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