[LOCKSUIT]

Yes it's exciting.

[LOCKSUIT]

@magnus >> https://www.discogs.com/Gaetano-Parisio-Advanced-Techno-Research-610/release/31408

[LOCKSUIT]

I recently implemented successfully another one of well thought out mechanisms from about 1.5 years ago. I can do a LOT to improve it still. It is close to results like that of word2vec. Code is very simple and no backprop or dimensions, it is 'like' a markov chain. It seems it would be on par in speed, maybe faster.


Words I decided to compare to computer (I tried some for both ex. ice=machine?):

COMPUTER?
software=0.2459529607379434
data=0.10863912932059587
food=0.09314391618522774
system=0.09214996731090673
workstation=0.08996734010779821
machine=0.08289191038358397
processor=0.07328534254644654
book=0.06885126154442518
vehicle=0.06391849258038963
equipment=0.06092936199605734
her=0.05948213538545814
could=0.055938417882751564
country=0.055922503225975244
house=0.05457888129428688
after=0.05030710594051818
device=0.05011226027097931
brain=0.04831150343586642
truck=0.047897439575114845
table=0.045383152221026325
bathroom=0.04361508308949373
website=0.038618616832237634
dog=0.03843687958021132
ice=0.03783619075122418
bird=0.036951109262121105
wind=0.035948801255487065
love=0.03561035863609414
flying=0.03356048147334977
cold=0.033147939257507
planet=0.03168334537528895
virus=0.030077051409700663
moon=0.029999859849798707
damage=0.029257813653811325
solid=0.028415578442110387
woman=0.027129976538562355
junk=0.02564883443546052
river=0.02487387235335279
liquid=0.024723840606259907
cook=0.02413970976254965
bed=0.024005750344440892
snow=0.022538512816464865
walking=0.02050292203122577
rocks=0.01984966418696772
cute=0.01930955491933795
insect=0.01877782252451295
rain=0.01835271820295515
seller=0.01615162512918414
wet=0.015500301209636577
shirt=0.015256542128461078
frozen=0.013651280569497054
aunt=0.01187750352063693


The ones at the bottom seem similar but not exactly the same, though also not too common probably. The ones at top that tricked it a bit seem like "doing things", so maybe that's why, or are the opposite of walking.

WALKING?
driving = 0.21044045186876562                                                           
running = 0.1976446291245234                                                           
walk = 0.1453542583229366                                                           
writing = 0.14476934099845967
setting = 0.14044005111704908
run = 0.11585350318471342                                                           
showing = 0.10670925286053715
moving = 0.10276187471894652                                                           
ran = 0.09575972813795947                                                           
jogging = 0.09490445859872612                                                           
sat = 0.08808788863297107
listing = 0.07955469261793696
speeding = 0.07669261618306206                                                           
copying = 0.0724111798776637
storage = 0.06861070682726737
sinking = 0.06748433963257355
giving = 0.06544418722903171
travelling = 0.062310766954145634                                                           
keep = 0.06202661066360859
dragging = 0.06119199272065514                                                           
race = 0.060641316372697825                                                           
read = 0.05877505953312838
outlook = 0.05848871874415587
eating = 0.05813730992477973
yelling = 0.05796178343949045
sprint = 0.05777954205084714                                                           
dirt = 0.05691585652028159
gliding = 0.056538826399241085                                                           
dying = 0.05235399184443769
evil = 0.05021699487375353
red = 0.050065237331870294
destroy = 0.049109188730858906
ground = 0.04905793637463773
sink = 0.04886720954607757
wall = 0.04720451242701542
carrying = 0.047070126078466834
baby = 0.046262174228834683
storing = 0.04483907706584552
rocks = 0.04398416423223664
saying = 0.04311515253100906
morning = 0.042998219497421025
clean = 0.04268995374768349
scared = 0.04267515923566879
drinking = 0.042037375156711444
sing = 0.0414678427160083
danger = 0.04120551967552257
link = 0.0411287053856758
snow = 0.04104332262988895
sprinting = 0.04076433121019108                                                           
sleep = 0.04057560745458834
dog = 0.03983152091071468
racing = 0.039802531516239345                                                           
shy = 0.03949044585987261
before = 0.039412720896356446
sand = 0.03882668078121144
after = 0.038733711213697196
copy = 0.03872573979376678
house = 0.03855976793614278
stack = 0.0383572506586857
creating = 0.0380615237529231
math = 0.037792463509322964
book = 0.037773560080942375
ship = 0.037606963169615266
door = 0.03739384288747345
jog = 0.03694267515923567                                                           
moon = 0.03638788696067713
signal = 0.03596871494141447
buy = 0.03586964528628044
remove = 0.03567040232201887
could = 0.03554902127544266
woman = 0.03526271604037011
cat = 0.03511164150437104
study = 0.034045272575551115
flower = 0.03402524667088906
strolling = 0.03328025477707006                                                           
wood = 0.03323394246155422
sleeping = 0.032929807108435294
teeth = 0.03282308379349236
meat = 0.03265645035841163
plan = 0.03257815193193059
frozen = 0.03250685343810756
art = 0.03218456612958818
king = 0.0320070512454969
zone = 0.030628874400517172
sunk = 0.03050686728517014
ask = 0.029711296085633956
cook = 0.02971038784999052
screen = 0.029708776428939765
heat = 0.029667650057569078
death = 0.029653326682526283
cold = 0.029604458029519085
mail = 0.02953849749852788
animal = 0.028961362561792745
mother = 0.028886391588113024
floor = 0.028630057315460162
brain = 0.028626194487333244
bone = 0.02856364487976473
task = 0.02845147152190387
bottle = 0.027799094467040136
clouds = 0.02769873438663247
listed = 0.027527068602369684
technology = 0.026906107790891684
grip = 0.02678294076575614
teach = 0.02640449041051344
dinner = 0.026190940865461386
cash = 0.025976223652556772
data = 0.025922447630086946
medicine = 0.025235143711617922
wine = 0.024743449826675718
processor = 0.02457456437730253
trash = 0.024441486833349176
drying = 0.024203821656050957
meant = 0.023988991859611
software = 0.02317317045242939
equipment = 0.023087974713854702
mouth = 0.021855876108405146
interest = 0.02184529906257178
toy = 0.02172652686727923
gas = 0.021665965704562865
pacing = 0.021462470338453853                                                           
tramping = 0.021019108280254776                                                           
computer = 0.020502922031225772
clothing = 0.02033553858605764
theory = 0.02031352878816722
discover = 0.019818499520883825
trotting = 0.019643891140706426                                                           
molecules = 0.019547623552164134
junk = 0.019408422306740596
hurrying = 0.017197452229299363                                                           
striding = 0.016560509554140127                                                           
toad = 0.016498251999425315
cube = 0.015664221021795804
soak = 0.011464968152866241
windy = 0.01019108280254777
soothing = 0.009554140127388535
investing = 0.0070063694267515925
fridge = 0.0025477707006369425
limping = 0.0012738853503184713                                                           
workstation = 0.0012738853503184713


ICE?
snow=0.11322215741147319
cold=0.09415304391949597
her=0.07750462707068446
frozen=0.07259386871900203
wind=0.06986131470667552
country=0.06866124047133551
data=0.0645871971970835
solid=0.06261448184752398
rocks=0.061390092996170036
house=0.05842006036774735
ran=0.05690442407640973
cars=0.05625748000083986
planet=0.05620970244457469
runs=0.056124227880248775
girl=0.051638288508951295
drive=0.05115981747258963
glacier=0.05055836507585705
look=0.047316799815272176
woman=0.04572853445553063
crust=0.04283590121218987
ghost=0.0410167500080067
machine=0.040883908295542525
mother=0.04049203529605726
wet=0.04027958222957126
melted=0.03872938548932658
motor=0.03864754595853467
software=0.0380583676431136
computer=0.037836190751224186
moved=0.03551215128396339
jump=0.03371481037000622
virus=0.03369885239775037
iced=0.033190532013929595
equipment=0.03246905924605326
codes=0.028123422968783784
processor=0.026744615916900343
happy=0.02545016681442651
freeze=0.02211497724137182
crystals=0.018834258524980173
delete=0.01506740681998414
raced=0.01288659793814433
rode=0.011895321173671689
aunt=0.01155900120109418
flakes=0.010309278350515464
cute=0.007335448057097542
snows=0.0055511498810467885
exited=0.0049563838223632035
filesystems=0.0017842981760507533
leaped=0.0013877874702616971


Good again for below. fun.....maybe it's sentiment related lol? word2vec predicts such too.

SCARY?
horror = 0.07556657829470623                                                           
fun = 0.05543110184943995
easy = 0.05366677931733694
weird = 0.04407693331558632                                                           
odd = 0.04239610000544691                                                           
ghost = 0.03812263685681407                                                           
frightening = 0.038026607538802666                                                           
shocking = 0.03689217758985201                                                           
terrifying = 0.03225108225108225                                                           
simple = 0.030917441469698666
pig = 0.024313391526506283
evil = 0.023651862540751432                                                           
junk = 0.023577501635055592                                                           
shirt = 0.023345101500441306
lovely = 0.02325581395348837
book = 0.023116684215564277
scared = 0.022727272727272728                                                           
woman = 0.022632847095597812
snow = 0.021487603305785124
planet = 0.021460423634336676
difficult = 0.020738636363636365
moving = 0.020562314397930836
invest = 0.01996547756041427
afraid = 0.019905956112852664                                                           
storing = 0.01902468392534618
creepy = 0.01818181818181818                                                           
walking = 0.017921250723798493
mysterious = 0.0166015625                                                           
open = 0.015366033684493055
raced = 0.01526374859708193
morning = 0.015142782289756353
house = 0.015077087690287438
toad = 0.014730006835269992
share = 0.014660276289822385
sand = 0.014598540145985401
hardware = 0.013972828847130522
workstation = 0.013636363636363636
friendly = 0.013550135501355014
wall = 0.013167344984438592
food = 0.013074883423242206
computer = 0.012661172538056544
mother = 0.012565195446133139
teach = 0.01220865704772475
could = 0.012071042312719445
range = 0.011984021304926764
shocked = 0.011363636363636364                                                           
score = 0.010197368421052632
software = 0.009351734156528055
exited = 0.00909090909090909
jogging = 0.00909090909090909
ghostly = 0.008849557522123894                                                           
singing = 0.008845643520566122
cook = 0.008237986270022883
terror = 0.006811989100817439                                                           
brain = 0.006626173384870237
sitting = 0.00641112618724559
cell = 0.004984914075823166
speeding = 0.004545454545454545
system = 0.004424886933137758
gliding = 0.00425531914893617
jog = 0.0

[MagnusWootton]

That would be really awesome teaming it up with chat bot code, to get a better near-matching system going I bet.   

[LOCKSUIT]

Still going at my architecture probably and GPT and AGI. But in the meantime of this evolutionary acoming.

You know I really liked the movie Spider Man 3 (2007), they say it had too many villains but it my eyes it was perfect, there was a lot of bad luck going on, he had if I remember correctly 4 villains all kinda at once, and that was cool. I liked all 4 too, especially Venom Next Rhino, then Sandman and Goblin. I love the darkness in it.

Edit: I am so confused, why is there no Rhino in that movie now... xD it was a garden nighttime scene in a costume of rhino

[MagnusWootton]

Thats cool.   it definitely works,  but it doesn't count unless its running for real.   u have to do all your own labour,  no-ones going to do it for you.  as far as I treat the situation anyhow.

OPEN-Ai's  new one that actually spits out working code is amazing,   just saw it recently.