The quiet upgrade in ARQ v0.2 is model discipline.
A note that ARQ v0.2 grows stronger by naming model scope explicitly instead of letting one theorem pretend to govern every substrate at once.
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Structural Honesty
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One of the most harmful habits in current AI systems is this:
A note that ARL matters because a serious system should stop at real boundaries instead of laundering unresolved state back into action through fluent continuation.
That is why this package does not stop at concepts.
A note that the first honest implementation slice is a bounded chain from runtime collision to quarantined research, not a larger agent demo.
I also published a graph / visibility layer for the L4 glitch stack.
A note that visibility layers should make branches legible without turning displayed possibilities into runtime authority.
One of the most dangerous habits in current AI systems is this:
A note that runtime boundaries should be treated as structural events, not smoothed over with fluent continuation.
A serious system does not improvise through failure. It stops.
A note that serious AI systems should stop at real boundaries, record collisions, quarantine blocked futures, and keep visibility separate from authority.