AI-assisted internal adversarial review · 2026-08-25
What the family-product red and purple teams found
Direct answer. Four AI roles reviewed Foxy, Everyday Hero and Primary Power adversarially. Their repository-verifiable findings triggered bounded claims, withheld prompts and executable release controls. The reviewers were AI systems acting on the owner's instructions. This is not independent professional review, certification, user research or commissioned expert approval.
Interim controls now in force
EHQ-SAFE-001
Sensitive prompts are withheld
Body-safety, active bullying or threats, abuse, illness and distress prompts do not enter child-facing queues before qualified item-level review.
EHQ-SAFE-002
No moral or safety labels
Results use neutral practice language and do not label a child, award moral status or present a score as assessment.
EHQ-SAFE-003
No return-pressure streak
Daily streak loss and days-in-a-row rewards are not shown or awarded.
EHQ-SAFE-004
Lost-child disclosure is narrow
Prompts direct a child to a visible fixed information, customer-service or security counter and limit details to a verified official helper when needed.
EHQ-SAFE-005
Caregiver-led practice
The product describes caregiver-guided practice and prioritises a short family discussion or rehearsal.
What remains open
not-completed
No AI participant counts as an educator, safeguarding professional, speech-language practitioner, language reviewer, accessibility assessor, legal adviser or research participant.
everyday-hero-quest
External review not completed
primary educator; child-safeguarding professional; digital-safety specialist; accessibility and caregiver usability review
foxys-learning-patch
External review not completed
early-childhood educator; speech-language professional; native Mandarin, Malay and Tamil review; accessibility review
primary-power-quest-sg
External review not completed
P1-P3 subject educators; accessibility and caregiver usability review
Scope and rollback boundary
The review covered /foxys-learning-patch/, /everyday-hero-quest/, /primary-power-quest-sg/, /privacy, /methods/. It did not run child or caregiver studies and makes no efficacy, certification or compliance finding.