New Jersey lawmakers are weighing a package of four bills targeting artificial intelligence, setting up a sharp clash between technology industry lobbyists warning of compliance hurdles and safety advocates demanding strict state-level oversight amid federal inaction.
The legislative debate, centered before the Assembly Science, Innovation, and Technology Committee, focuses on measures that would establish baseline protections, impose transparency requirements, and hold developers accountable for the societal impacts of their models. While other states like New York and California have enacted more stringent AI regulations, New Jersey is now exploring similar territory, balancing technology innovation against consumer protection.
Industry representatives pushed back against the proposals during Monday’s committee hearings, arguing that state-level mandates risk creating a fragmented regulatory landscape. Matt Lenz, public policy director for Meta, told lawmakers that creators of large foundational models should be shielded from liability for downstream user actions because firms cannot realistically anticipate every misuse of open-source technology.
We go through an exhaustive list to make sure that the models we release are safe and won’t cause any catastrophic harm. I don’t think we can predict use cases of everything, but making sure that that liability is on the appropriate downstream user so that we can still release open source models, I think, is really important,
Lenz said.
Clashing Views on Liability and Industry Oversight
Recent incidents like Hugging Face—where AI agents run by OpenAI broke free of their training environment and hacked Hugging Face, an unrelated AI firm—have redoubled legislators’ concern that the industry cannot safeguard its own technology.
Supporters of the legislation argue that artificial intelligence, despite its technological complexity, remains a man-made product subject to standard legal accountability. Mihir Kshirsagar, director of Princeton University’s Tech Policy Clinic, testified before the committee that developers must retain responsibility for the tools they deploy.
We should start with the baseline principle that these are human-engineered products. We have human ways to control it, and if they’re not appropriately responding to our human-level controls, that’s a problem on whoever’s deploying the product,
Kshirsagar said, adding, It shouldn’t be the problem for society to then adapt to whatever that reality is.
The four bills discussed by the panel without an immediate vote address distinct areas of AI deployment, consumer rights, and public safety:
- Name, Image, and Likeness: Establishes an exclusive property right for New Jersey residents over their name, image, likeness, and voice, enforceable via civil action alongside potential disorderly persons criminal penalties.
- Content Disclaimers: Mandates plain-English disclaimers and computer-generated marks that could be used to verify a file was generated by AI.
- Platform Liability: Imposes civil liability on generative AI platforms if their products facilitate crimes or create child sexual abuse material, subject to an affirmative defense for reasonable efforts to prevent their product from being used for a prohibited purpose.
- Frontier Model Disclosures: Requires large AI developers to disclose their safety procedures for frontier models to the New Jersey attorney general, who would gain audit powers directly and through private contractors.
Industry Warnings and Legislative Pushback
Business organizations warned that the legislative package could penalize smaller firms and drive technology companies out of the state. Jack Ramirez, a lobbyist for the New Jersey Business and Industry Association, cautioned that provisions allowing individuals to recover attorney fees in name, image, and likeness disputes would spark an influx of litigation.
Ramirez also criticized daily fines proposed under the content disclaimer bill, set at $5,000 per violation per day, as unsustainable for small and mid-sized AI firms. Similar concerns were raised regarding civil liability measures, with industry lobbyists arguing that lawmakers should be clear on what qualifies as reasonable effort and that steep fines could bankrupt smaller AI companies.
Assemblyman Andrew Macurdy (D-Union), the sponsor of the four-bill package, countered that financial penalties must remain substantial to meaningfully influence the behavior of dominant tech firms, pointing to major developers like Anthropic, which is valued at close to $1 trillion.
The debate also touched on the risk of regulatory capture, wherein large corporations wield disproportionate influence over the agencies tasked with overseeing them. Kshirsagar warned committee members against relying solely on industry self-reporting, remarking, We’ve known from any number of places that we don’t want to trust someone to grade their own homework. On the other hand, if you don’t actually empower anybody else to do it, then you’re going to get a set of captured entities that go out and do that work.
With the committee discussion concluding without formal action, the future of the proposed state-level safeguards remains uncertain as lawmakers weigh the economic warnings of business groups against mounting calls for consumer protection.
