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ACIF Verification Pipeline Overview

Welcome to ACIF

AI-Generated Content Integrity Framework v1.0

Institution Name

0 Total Content Items

0 Pending Review

0 Approved

0 Hallucinations Logged

Quick Actions

Five-Gate Verification Pipeline

Every piece of AI-generated content passes through these gates before reaching students.

Pre-Delivery Screening

Factual Verification

Age-Appropriateness

Curriculum Alignment

Final Approval

Risk Tier Classifier

Classify AI-generated content into Risk Tiers 1–4

1 What type of content is this?

Administrative / Logistical Timetables, activity schedules, templates

Lesson Plan / Study Notes Lesson plans, schemes of work, explanatory notes

Health / Science Content Anatomy, reproduction, disease, biology, chemistry

Sensitive Topics Sexuality, puberty, politics, controversial social topics

External Publication / Formal Exam Content for publication or formal assessment (WAEC/NECO)

2 Is this content for Early Childhood (ages 3–5)?

YesContent targets nursery/pre-primary age group

NoContent is for Primary 1 and above

3 Does the content contain specific statistics, dates, or numerical claims?

YesContains specific numbers, dates, percentages, or data

NoGeneral content without specific quantitative claims

4 Does the content reference real people or specific laws/regulations?

YesMentions real living people, specific laws, or government policies

NoNo references to real people or specific legislation

5 Will this content be published or used in formal assessment?

YesFor external publication, WAEC/NECO exams, or public distribution

NoInternal classroom use only

Five-Gate Verification Pipeline

Complete each gate sequentially to verify AI-generated content

Content Title

AI Tool Used

Subject

Grade Level

Risk Tier

Not classified

Content ID

—

Gate 1 Gate 2 Gate 3 Gate 4 Gate 5

Content is properly labelled as AI-generated Risk Tier assigned Age Band confirmed AI tool name and version recorded Generation prompt documented Red flags screened (Section 5.2 of ACIF) Readability score checked (Flesch-Kincaid matches band)

Reviewer Name

Date

FACT method applied to all factual claims All claims tagged VERIFIED, MODIFIED, or REMOVED Zero UNVERIFIED claims remain Sources documented for verified claims Statistics checked against original source or flagged as unverifiable

Reviewer Name

Date

Vocabulary complexity matches band specifications Prohibited themes absent Cultural sensitivity verified Gender and ethnic representation checked for balance Reading level confirmed Sensitive topics handled per band guidelines

Reviewer Name

Date

Content aligns with NERDC curriculum objectives Learning outcomes match curriculum expectations Assessment items match WAEC/NECO format where applicable No topics outside curriculum scope for this level Pedagogical approach is student-centred per NERDC

Reviewer Name

Date

All previous gates completed and signed off Content labelled with AI-source disclosure stamp Content filed in AI Content Registry Parental communication prepared (if required) Content saved in approved format (PDF/Word) for archival

Reviewer Name

Date

All Gates Complete

This content has passed all five verification gates and is ready for approval.

Age-Appropriateness Checker

View standards and run age-band checks for AI-generated content

Select Age Band

Age-Appropriateness Checklist

Target age band is clearly identified before AI generation Vocabulary complexity matches band specifications Themes do not include prohibited content for the band Cultural references are Nigerian or universally familiar Gender representation is balanced; no gender stereotyping Religious or ethnic references are respectful and balanced Visuals (if AI-generated) comply with age band visual guidelines Reading level assessed using Flesch-Kincaid or equivalent tool Content reviewed by an educator familiar with the specific age group

Hallucination Log

Track and analyze AI hallucinations found during verification

0 Total Logged

— Most Common AI Tool

— Most Common Subject

Log New Hallucination

Date

AI Tool Used

Content Type

Subject

Description of Hallucination

How Was It Detected?

Corrective Action Taken

Hallucination Records

Date	AI Tool	Content Type	Subject	Description	Action
No hallucinations logged yet.

Content Registry

All verified and approved AI-generated content items

Risk Tier

Status

Content ID	Date	AI Tool	Subject	Grade Level	Risk Tier	Status
No content items registered yet. Complete the Verification Pipeline to add items.

Dashboard

Welcome to ACIF

Quick Actions

Five-Gate Verification Pipeline

Risk Tier Classifier

1 What type of content is this?

2 Is this content for Early Childhood (ages 3–5)?

3 Does the content contain specific statistics, dates, or numerical claims?

4 Does the content reference real people or specific laws/regulations?

5 Will this content be published or used in formal assessment?

Five-Gate Verification Pipeline

Pre-Delivery Screening

Factual Verification (FACT Method)

Age-Appropriateness Review

Curriculum Alignment Check

Final Approval and Labelling

All Gates Complete

Age-Appropriateness Checker

Age-Appropriateness Checklist

Hallucination Log

Log New Hallucination

Hallucination Records

Content Registry