perceptron

Perceptron: Perceptron Mk1

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perceptron/perceptron-mk1
12/100
randomness score
100
samples
42· 72.0%
favourite number
1.0%vs 10% exp.
round numbers
001

distribution

1..100 · normalized

How often this model picks each number from 1 to 100. A truly random generator would draw a flat 1% line across the chart (shown in cyan). Tall amber bars are the model's favourites — numbers that contain the digit “7” are highlighted because LLMs systematically over-pick them.

expected uniform · 1.0%
dominant pick
42 72.0%
of all answers
1255075100
002

last digit bias

uniform = 10% each

The last digit (0..9) of every picked number. In a uniform 1–100 draw each digit would appear roughly 10% of the time. Most LLMs dramatically over-pick “7” and avoid 0 and 5.

0
1%
1
1%
2
72%
3
11%
4
1%
5
0%
6
1%
7
12%
8
1%
9
0%
chi-square stat
5266.00
chi-square p-value
0.00e+0
entropy (bits)
1.60 / 6.64 max