It is May 2, 2026. Several states are currently debating a “Robot Tax” or “AI Displacement Fee” for LLCs that replace more than 50% of their workforce with automated agents.
- The Proposal: A surcharge on corporate income tax based on the ratio of “Compute Power” vs. “Human Payroll.”
- The Shield: LLCs that invest in “Human-in-the-Loop” systems (Article #633) may be exempt from these proposed fees.
- The Shark Insight: “The government is trying to figure out how to tax what doesn’t breathe. If you are automating heavily, start documenting your ‘Human Oversight’ protocols now. Being classified as an ‘Augmented Business’ instead of an ‘Automated Business’ could save you a 5% tax surcharge by year-end.”