AVRAI demos
Wikipedia vibes V1raw article DNApage vector readback

Wikipedia page language as raw vibe DNA

V1 shows the raw page-level readback from a pinned Wikipedia snapshot: full-page parsing, lexical chunk embeddings, one primary label, and the original derived vibe DNA code.

V1 authority boundary
snapshot pinnedraw article DNAvectors suggestnot empirical ready
Place pages
10
baseline cohort
People pages
20
language matches
Embedded words
270,624
full page coverage
Chunks
2,268
120 words max
Raw confidence
74%
world-scale urban center
Vector dim
128
raw page vector
V1 raw page mode
wikipedia_vibe_reading_v1_raw_page_map
Active layer
Pinned Wikipedia snapshot text
Raw readback
Shows the original page vector, primary label, confidence, and derived DNA before city-baseline subtraction.
Known limitation
One headline label can hide the richer axis shape and Wikipedia article-format bias.
Place raw selection
pinned snapshot raw page DNA
Raw page vibe map
world-scale urban center
New York CityUBN75.LOC74raw page DNALagos91%Los Angeles86%London86%Shanghai85%Birmingham85%Alexander v...80%Leonardo Di...80%Pope Francis79%Lady Gaga79%Jay-Z79%raw place-to-placeraw people-to-place
V1 raw article DNA
UBN75.LOC74.GLB71.NAT64.INS59.MOV58
Primary label
world-scale urban center
Confidence
74%
DNA checksum
28196fe0664d69...
UBN - Urban scale
dominant - 0.746
75%
city:388largest:72metropolitan:49population:51
LOC - Local texture
dominant - 0.736
74%
manhattan:79brooklyn:42island:58park:40
GLB - Global influence
strong - 0.710
71%
world:92largest:72center:38global:21
NAT - Nature and water edge
strong - 0.645
64%
island:58park:40river:20parks:10
INS - Institutional power
strong - 0.594
59%
national:36capital:16state:31public:31
Closest raw place vibes
Lagos
world-scale urban center
91%
raw vector 0.997raw axis 0.799UBN / NAT / INS

Lagos raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

Los Angeles
world-scale urban center
86%
raw vector 0.997raw axis 0.700UBN / GLB

Los Angeles raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

London
world-scale urban center
86%
raw vector 0.997raw axis 0.693UBN / GLB / NAT / INS

London raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

Shanghai
world-scale urban center
85%
raw vector 0.997raw axis 0.674UBN / GLB

Shanghai raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

Birmingham
world-scale urban center
85%
raw vector 0.998raw axis 0.671UBN / GLB / INS

Birmingham raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

Paris
world-scale urban center
85%
raw vector 0.997raw axis 0.672UBN / GLB / INS

Paris raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

Perth
cultural power center
85%
raw vector 0.996raw axis 0.670UBN / GLB / NAT / INS

Perth raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

People from this place

Jay-Z

cultural production with urban scale

snapshot
Raw DNA
CUL40.UBN25.LOC19.HIS17.GLB14.INS12
Best place match
Perth 89%

Lady Gaga

cultural production with global influence

snapshot
Raw DNA
CUL60.GLB29.UBN26.HIS24.INS15.DIV07
Best place match
Perth 89%
People nearest this raw page signal
Alexander von Humboldt
global influence with historic depth
from Berlin
80%
raw vector 0.997raw axis 0.562GLB / NAT / INS

Alexander von Humboldt raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

Leonardo DiCaprio
cultural production with urban scale
from Los Angeles
80%
raw vector 0.997raw axis 0.561UBN / GLB / NAT

Leonardo DiCaprio raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

Pope Francis
institutional power with global influence
from Buenos Aires
79%
raw vector 0.998raw axis 0.545GLB / INS

Pope Francis raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

Lady Gaga
cultural production with global influence
from New York City
79%
raw vector 0.996raw axis 0.546UBN / GLB / INS

Lady Gaga raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

Jay-Z
cultural production with urban scale
from New York City
79%
raw vector 0.997raw axis 0.537UBN / LOC / GLB

Jay-Z raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

Adele
cultural production with historic depth
from London
79%
raw vector 0.996raw axis 0.534UBN / LOC / GLB

Adele raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

David Bowie
cultural production with historic depth
from London
78%
raw vector 0.998raw axis 0.520UBN / GLB

David Bowie raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

Ozzy Osbourne
cultural production with global influence
from Birmingham
78%
raw vector 0.997raw axis 0.518UBN / GLB / INS

Ozzy Osbourne raw page similarity uses the page vector plus raw DNA axes before baseline subtraction.

Authority boundary
Wikipedia source snapshot pinnedtrue
Vectors suggest onlytrue
Derived DNA is durable QETS/DNAfalse
Empirical validationnot_empirical_ready
Live action authorityfalse
Raw user words storedfalse
Raw page text stored herefalse
All place raw readback
10 requested places plus two known people linked to each place; Birmingham resolves to Wikipedia Birmingham, England.
New York City
world-scale urban center
UBN75.LOC74.GLB71.NAT64.INS59.MOV58
Birmingham
world-scale urban center
UBN63.INS49.GLB48.CUL47.COM39.HIS37
London
world-scale urban center
UBN60.GLB56.INS46.NAT43.CUL42.MOV41
Paris
world-scale urban center
UBN62.GLB55.INS55.HIS46.CUL45.COM40
Los Angeles
world-scale urban center
UBN64.GLB49.MOV40.DIV37.CUL37.NAT36
Berlin
world-scale urban center
UBN62.GLB61.INS54.CUL53.HIS40.DIV35
Shanghai
world-scale urban center
UBN58.GLB56.COM51.CUL46.HIS35.MOV34
Lagos
world-scale urban center
INS59.UBN56.NAT55.COM47.CUL46.MOV46
Perth
cultural power center
UBN59.INS49.NAT46.CUL42.GLB34.COM29
Buenos Aires
world-scale urban center
UBN59.GLB56.INS55.CUL52.HIS41.DIV39