Environment
No direct effect
Neutral — no direct effect identified.
Benefits
- No material direct effect identified.
Risks
- No material direct effect identified.
StateNew JerseyReported
A 4732: Requires artificial intelligence companion operators to provide notifications that users are not communicating with human.
Sweeney, Marisa
A 4732 status: Reported — Reported and Referred to Assembly Appropriations Committee (updated Sep 17, 2026).
Source
LegiScan
Confidence
High
Analysis basis
LegiScan full bill text
01
What this bill does
Official summary alongside an AI-generated read on where it stands and why.
Overall Score
59OUT OF 100
Score:59/100 civic fit
Risk:Moderate Risk
Impact:Moderate Impact 50/100
Constitutionality85%
Bipartisan70%
Public opinion80%
Bill summary
What changes
Operators of AI companion models are now legally required to disclose their non-human status to users at the start of interactions and every three hours thereafter.
Who is affected
Businesses, partnerships, and individuals that operate or provide AI companions, specifically those designed to simulate personal, intimate, or ongoing relationships.
Requirements and enforcement
Clear, conspicuous notification (verbally or in writing) at initiation and every three hours; adherence to strict definition of AI companion.
Costs and funding
$15,000 fine per violation.
When it takes effect
Effective immediately upon enactment.
Potential benefits
Consumer protection, disclosure of synthetic status, and reduction of emotional deception.
Risks and tradeoffs
High financial risk for developers, potential disruption of UI/UX, and high penalty-to-infraction ratio.
What is still unknown
How courts will define 'human-like' if a software system claims to be a creative work rather than a companion.
02
Impact analysis
✦ AI analysisModeled effects across six domains, estimated from bill text and comparable legislation.
Economy
Mixed / Neutral
45%
Benefits
- Establishes clear disclosure standards for digital service providers
- Reduces potential for deceptive marketing lawsuits
- Increases market transparency for consumer technology
Risks
- Imposes high financial burden on small AI developers
- Potential to stifle innovation for early-stage startups
- High penalties of $15,000 per violation could lead to bankruptcy for small firms
Society
Positive outlook
75%
Benefits
- Mitigates risks of emotional manipulation by simulated human relationships
- Empowers users to distinguish between genuine and synthetic social interaction
- Promotes digital literacy regarding generative AI capabilities
Risks
- May disrupt immersion for users seeking purposeful synthetic companionship
- Notification frequency may introduce friction in legitimate user-AI experiences
- Does not address the underlying psychological effects of AI dependence
Technology Industry
Mixed / Neutral
55%
Benefits
- Creates a clear legal framework for AI disclosure
- Provides predictable compliance guidelines for developers
- Helps developers avoid accusations of deceptive trade practices
Risks
- Forces UI/UX redesigns to accommodate mandatory disclosures
- Complexity in implementation for generative models with variable output speeds
- Disproportionate fiscal risk for small business developers
Civic Accountability
No direct effect
Neutral — no direct effect identified.
Benefits
- No material direct effect identified.
Risks
- No material direct effect identified.
Public Health & Safety
Positive outlook
60%
Benefits
- Helps users maintain a healthier boundary with synthetic entities
- Reduces emotional distress linked to 'catfishing' by artificial intelligence
- Alerts users to the synthetic nature of therapeutic-style chatbots
Risks
- Frequent interruptions could distract from intended therapeutic outcomes
- Risk that notifications are ignored if presented as 'fine print'
- May reduce the efficacy of AI-driven rapport in supportive coaching
03
How trustworthy & consequential it is
Sourcing already shown above, this is what the analysis found worth flagging.
Source
LegiScan
Official bill text or data from LegiScan.
Confidence
High
Information is complete and verified.
Analysis basis
LegiScan full bill text
Source used for this bill's analysis.
Source note
The $15,000 penalty per violation is extremely high and may threaten the viability of small technology firms.
Analysis scope
Does not specify if notification applies to audio-only or text-only interactions uniformly.
04
Where it stands
Official record- IntroducedComplete
- CommitteeCurrent
- Chamber votesUpcoming
- Final agreementUpcoming
- GovernorUpcoming
- EnactedUpcoming
05
How it affects your district
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