alignment threshold reached • observer confirmed
previous interfaces relied on symbolic interaction.
this layer evaluates non-symbolic perception.
archived material references early perception research protocols.
signal acquisition attempts conducted under controlled conditions.
user input during calibration phase indicates deviation from baseline randomness.
pattern recognition is not required.
alignment emerges through reduction of noise.