PQF Audit Machine: A Filtration-Based Protocol for Free-Speech Cases Operating the Possest–PQF engine on accessibility, filtration, and Recursio Intensitatis

This paper does not litigate the personality of a public figure or the temperature of a news cycle. What is often labelled “Trumpism” is treated here as a symptom — the photogenic crest of a deeper access regime. The real object of inquiry is the infrastructure of availability: platform ranking, moderation protocols, venture-backed growth imperatives, and interface frictions that together constitute a filtration ΔF acting on the accessibility membrane D, repeatedly cycled by δ∗ (Recursio Intensitatis). From intention to availability. An intention-first reading classifies utterances by motives and offense. An availability-first reading asks what becomes possible to hear, circulate, contest. PQF formalizes this shift: ΔF updates admissible trajectories in discrete steps k; δ∗ induces non-identical returns; κF,ΠD,Rpersist,B1 register the shape of change. Why the “American Kantian” frame matters. A dignity-based, non-consequentialist stance is valuable — but incomplete if it ignores the form of access. In our reading, Kant’s form of law becomes a form of availability: conditions for public address must be tested at the level of D.1 Thus PQF is not consequentialist balancing; it is a form-sensitive audit of access. For the American Kantian frame, see [1]; for the operatorial formalism, see [2]. Silicon Valley as ΔF in practice. Recommendation stacks, A/B–tested friction, enforcement queues, and “safety” dashboards are operational clauses of ΔF. Investor cadence and growth OKRs generate cyclical pressures that behave like δ∗: topics resurface with altered thresholds and priorities, reorganizing local availability in D.