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KL Zero

▲ 27 points • by psarna • 5mo ago • HN discussion ↗

Pangram verdict · v3.3

We believe that this document is fully human-written

0 %

AI likelihood · overall

Human
100% human-written 0% AI-generated
SEGMENTS · HUMAN 1 of 1
SEGMENTS · AI 0 of 1
WORD COUNT 64
PEAK AI % 0% · §1
Analyzed
Jun 2
backend: pangram/v3.3
Segments scanned
1 windows
avg 64 words each
Distribution
100 / 0%
human / AI fraction
Verdict
Human
Pangram v3.3

Article text · 64 words · 1 segments analyzed

Human AI-generated
§1 Human · 0%

Draw to the target KL.KL divergence measures how surprising the blue distribution P would look if your green distribution Q were used instead. Draw any probability distribution that sums close to 1 and gets as close as possible to the target KL divergence number. You have 10 seconds to do it. Go! KL 0.1 nearly same KL 1 shifted shape KL 10 far apart