๐Ÿงช Theory Validation Dashboard

Testing predicted patterns against trained RNN

Expected prediction
Top prediction
Other predictions
P-3: q โ†’ u REFUTED
"q" โ†’
' ' 10.9%
'o' 8.5%
'n' 5.3%
'r' 3.8%
'i' 3.7%
H=5.45 bits

Expected: 'u' at 30%+ | Actual: 2.7% | Top: ' '

Hidden state (128 neurons, blue=+1, red=-1):
P-1: Space after period โ†’ uppercase REFUTED
". " โ†’
' ' 15.5%
'o' 8.5%
'f' 7.2%
'b' 6.4%
'-' 5.9%
H=4.88 bits

Expected: 'T' at 5%+ | Actual: 0.0% | Top: ' '

Hidden state (128 neurons, blue=+1, red=-1):
P-4: < โ†’ letter (XML) INVESTIGATING
"<" โ†’
' ' 11.3%
'o' 8.3%
'n' 5.1%
'i' 3.8%
'c' 3.8%
H=5.46 bits

Expected: 't' at 5%+ | Actual: 2.7% | Top: ' '

Hidden state (128 neurons, blue=+1, red=-1):
P-6: th โ†’ e (digraph) REFUTED
"th" โ†’
'\n' 16.4%
'o' 15.4%
't' 6.6%
'n' 5.8%
'p' 5.0%
H=4.55 bits

Expected: 'e' at 15%+ | Actual: 1.5% | Top: ' '

Hidden state (128 neurons, blue=+1, red=-1):
P-7: 'the ' โ†’ lowercase CONFIRMED
"the " โ†’
'n' 9.8%
'\n' 9.0%
's' 8.2%
' ' 4.5%
'p' 4.3%
H=5.59 bits

Expected: 's' at 5%+ | Actual: 8.2% | Top: 'n'

Hidden state (128 neurons, blue=+1, red=-1):
P-8: wiki โ†’ p INVESTIGATING
"wiki" โ†’
'n' 23.7%
'\n' 17.6%
's' 6.7%
'p' 3.6%
'o' 3.5%
H=4.54 bits

Expected: 'p' at 10%+ | Actual: 3.6% | Top: 'n'

Hidden state (128 neurons, blue=+1, red=-1):
Common: e โ†’ space/r/s INVESTIGATING
"e" โ†’
'o' 9.6%
' ' 8.1%
'n' 7.9%
'r' 4.8%
'\n' 4.8%
H=5.25 bits

Expected: ' ' at 10%+ | Actual: 8.1% | Top: 'o'

Hidden state (128 neurons, blue=+1, red=-1):
Common: space โ†’ t/a/s REFUTED
" " โ†’
' ' 31.6%
'-' 13.5%
'f' 9.8%
'b' 3.2%
'c' 3.1%
H=4.33 bits

Expected: 't' at 5%+ | Actual: 0.0% | Top: ' '

Hidden state (128 neurons, blue=+1, red=-1):
XML: INVESTIGATING
" โ†’
'o' 21.0%
'\n' 14.0%
'n' 5.9%
't' 4.6%
'p' 4.4%
H=4.48 bits

Expected: 't' at 5%+ | Actual: 4.6% | Top: 'o'

Hidden state (128 neurons, blue=+1, red=-1):
Number: 19 โ†’ digit REFUTED
"19" โ†’
'o' 20.5%
'\n' 14.5%
'n' 5.9%
't' 4.6%
'p' 4.4%
H=4.47 bits

Expected: '9' at 5%+ | Actual: 0.0% | Top: 'o'

Hidden state (128 neurons, blue=+1, red=-1):
Repeat: aa โ†’ a CONFIRMED
"aa" โ†’
'o' 18.1%
'\n' 14.1%
't' 6.5%
'n' 5.9%
'p' 4.5%
H=4.54 bits

Expected: 'a' at 2%+ | Actual: 3.2% | Top: 'o'

Hidden state (128 neurons, blue=+1, red=-1):
Word end: ing โ†’ space REFUTED
"ing" โ†’
'\n' 35.8%
'n' 9.3%
's' 7.6%
't' 6.6%
'p' 4.9%
H=3.96 bits

Expected: ' ' at 10%+ | Actual: 0.0% | Top: ' '

Hidden state (128 neurons, blue=+1, red=-1):
2
Confirmed
4
Investigating
6
Refuted
12
Total Theories