Across 16,415 perturbed control literals, standard tokenization emitted a reserved identifier for 27.3%, split_special_tokens for 5.1% overall and 18.3% on Qwen3.8-27B, literal-enumerating string filters blocked all tested perturbations, and nameless tokenization emitted reserved identifiers for 0.0%.

Across 16,415 perturbed control literals, standard tokenization emitted a reserved identifier for 27.3%, split_special_tokens for 5.1% overall and 18.3% on Qwen3.8-27B, literal-enumerating string filters blocked all tested perturbations, and nameless tokenization emitted reserved identifiers for 0.0%. · CiteArk

Measurement results

0/5 assessed

0 supported0 disputed or conflicting5 not assessed

The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
	16,415 perturbations	—	Not assessed
defense: none	27.3%	—	Not assessed
scope: all tested models · defense: split_special_tokens	5.1%	—	Not assessed
model: Qwen3.8-27B · defense: split_special_tokens	18.3%	—	Not assessed
defense: nameless tokenization	0%	—	Not assessed

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results