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Trustworthiness Distribution

Bay Area · real pipeline data

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Frequency
rarefreq
Low E/T Ratio dot
large = mostly timid
small = mostly restricted

Restricted vs. Timid

Low E/T Ratio does not always indicate a problem. The bottom band contains two distinct states:

Restricted — the vehicle slowed or stopped for a valid external reason, such as congestion, yielding, or a signal. This is expected behavior within design intent.

Timid — the robot froze or slowed sharply due to uncertainty. This is a failure mode that erodes trust and disrupts traffic flow.

The blue dot in each low E/T Ratio cell shows the share classified as timid. Larger dot = more timid. Smaller dot = more restricted.

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Cell Detail