Contracting with Algorithms: An AI-Era Blueprint for Hybrid Work and State Cost-Sharing

The author suggests specific guidelines for future employment frameworks that integrate algorithmic AI systems with human-labor through hybrid contracts, age-tiered benefits, and state co-financing tied to productivity gains. A new equality law is proposed in this paper which specifies the compensation schedules for flexible AI–human work arrangements, a full-time option supported by AI-enabled efficiency, and legal guarantees preventing automation-driven layoffs. The outlined plan would work by giving businesses temporary a wage hikes and then recouping that money with higher corporate taxes later, although it would only be on profits created by AI technology. Although this is not an empirical evaluation , the proposal puts into practice the labor implications of AI by creating enforceable contract frameworks that ensure a balance between protecting the workers, allowing firm autonomy, and serving the public interest.