Heather Barnett: What humans can learn from semi-intelligent slime

519,175 views ・ 2014-07-17

TED


Please double-click on the English subtitles below to play the video.

Prevodilac: Maja Budišin Lukin Lektor: Mile Živković
00:12
I'd like to introduce you to an organism:
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Želela bih da vam predstavim jedan organizam:
00:15
a slime mold, Physarum polycephalum.
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sluzavu plesan, Physarum polycephalum.
00:19
It's a mold with an identity crisis, because it's not a mold,
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To je plesan s krizom identiteta, jer nije plesan,
00:22
so let's get that straight to start with.
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raščistimo s tim na samom početku.
00:23
It is one of 700 known slime molds
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Jedna je od 700 poznatih sluzavih plesni
00:26
belonging to the kingdom of the amoeba.
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koje pripadaju carstvu ameba.
00:28
It is a single-celled organism, a cell,
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Jednoćelijski je organizam, ćelija,
00:31
that joins together with other cells
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koja se spaja sa drugim ćelijama
00:33
to form a mass super-cell
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radi formiranja masivne super-ćelije
00:35
to maximize its resources.
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da bi maksimirala svoje resurse.
00:37
So within a slime mold you might find thousands
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Unutar sluzave plesni možete pronaći hiljade
00:40
or millions of nuclei,
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ili milione jedara,
00:42
all sharing a cell wall,
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koja dele ćelijski zid
00:44
all operating as one entity.
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i deluju kao jedan entitet.
00:47
In its natural habitat,
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U svom prirodnom staništu,
00:48
you might find the slime mold foraging in woodlands,
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sluzavu plesan možete pronaći u njenom šumskom traženju hrane,
00:51
eating rotting vegetation,
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kako jede trulu vegetaciju,
00:55
but you might equally find it
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ali takođe
00:56
in research laboratories,
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i u istraživačkim laboratorijima,
00:58
classrooms, and even artists' studios.
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učionicama, pa čak i u umetničkim ateljeima.
01:02
I first came across the slime mold about five years ago.
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Prvi put sam na nju naišla pre otprilike pet godina.
01:05
A microbiologist friend of mine
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Prijatelj mikrobiolog
01:07
gave me a petri dish with a little yellow blob in it
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mi je dao petrijevu posudu sa žutom grudvicom
01:10
and told me to go home and play with it.
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rekavši da se kući s njom poigram.
01:13
The only instructions I was given,
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Jedina uputstva su bila
01:15
that it likes it dark and damp
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da voli mračno i vlažno
01:17
and its favorite food is porridge oats.
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i da joj je omiljena hrana ovsena kaša.
01:21
I'm an artist who's worked for many years
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Umetnica sam i dugi niz godina sam radila
01:23
with biology, with scientific processes,
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sa biološkim naučnim postupcima,
01:26
so living material is not uncommon for me.
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pa mi živi materijal nije neobičan.
01:29
I've worked with plants, bacteria,
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Radila sam sa biljkama, bakterijama
01:31
cuttlefish, fruit flies.
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sipama, voćnim mušicama.
01:32
So I was keen to get my new collaborator home
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Jedva sam čekala da odnesem svoju novu saradnicu kući
01:35
to see what it could do.
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da vidim šta može da radi.
01:36
So I took it home and I watched.
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Odnela sam je kući i posmatrala.
01:40
I fed it a varied diet.
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Davala sam joj raznovrsnu hranu.
01:42
I observed as it networked.
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Posmatrala sam kako se umrežava.
01:44
It formed a connection between food sources.
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Stvarala je vezu između izvora hrane.
01:47
I watched it leave a trail behind it,
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Gledala sam kako ostavlja trag iza sebe,
01:49
indicating where it had been.
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označavajući gde je bila.
01:51
And I noticed that when it was fed up with one petri dish,
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Primetila sam da bi se, kad je bila zasićena jednom petrijevom posudom,
01:54
it would escape and find a better home.
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izmicala i tražila bolji dom.
01:57
I captured my observations
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Zabeležila sam svoja opažanja
01:59
through time-lapse photography.
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putem snimanja proteklog vremena.
02:01
Slime mold grows at about one centimeter an hour,
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Sluzava plesan raste oko jedan centimetar na sat,
02:03
so it's not really ideal for live viewing
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pa i nije idealna za posmatranje uživo
02:06
unless there's some form of really extreme meditation,
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osim ako postoji neki vid zaista ekstremne meditacije,
02:09
but through the time lapse,
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ali pomoću ove tehnike
02:11
I could observe some really interesting behaviors.
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mogla sam opažati neka zaista zanimljiva ponašanja.
02:14
For instance, having fed on a nice pile of oats,
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Na primer, pošto se nahranila lepom porcijom ovsa
02:18
the slime mold goes off to explore new territories
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sluzava plesan odlazi na istraživanje novih teritorija
02:22
in different directions simultaneously.
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u različitim smerovima istovremeno.
02:25
When it meets itself,
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Kada sebe sretne
02:27
it knows it's already there,
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zna da je već tu,
02:29
it recognizes it's there,
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prepoznaje gde je,
02:31
and instead retreats back
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pa se povlači nazad
02:33
and grows in other directions.
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i raste u drugim pravcima.
02:36
I was quite impressed by this feat,
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Bila sam prilično impresionirana ovim poduhvatom,
02:39
at how what was essentially just a bag of cellular slime
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kako u suštini obična vreća ćelijske sluzi
02:42
could somehow map its territory,
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može da nekako mapira svoje teritorije,
02:45
know itself, and move with seeming intention.
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da se prepozna i da se kreće kao da ima nameru.
02:49
I found countless scientific studies,
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Našla sam bezbroj naučnih studija,
02:53
research papers, journal articles,
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radova, članaka,
02:55
all citing incredible work with this one organism,
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svi navode neverovatan rad s tim jednim organizmom
02:59
and I'm going to share a few of those with you.
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i podeliću sa vama neke od njih.
03:01
For example, a team in Hokkaido University in Japan
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Na primer, tim na japanskom univerzitetu Hokaido
03:04
filled a maze with slime mold.
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napunio je lavirint sluzavom plesni.
03:06
It joined together and formed a mass cell.
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Spojile su se i formirale masivnu ćeliju.
03:08
They introduced food at two points,
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Uveli su joj hranu na dva mesta,
03:10
oats of course,
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ovas, naravno
03:11
and it formed a connection
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i napravila je vezu
03:13
between the food.
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između hrane.
03:15
It retracted from empty areas and dead ends.
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Povukla se iz praznih prostora i ćorsokaka.
03:17
There are four possible routes through this maze,
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Postoje četiri moguća puta kroz lavirint,
03:20
yet time and time again,
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a sluzava plesan je, apsolutno svaki put
03:22
the slime mold established the shortest
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napravila najkraći
03:24
and the most efficient route.
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i najefikasniji put.
03:27
Quite clever.
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Vrlo pametno.
03:28
The conclusion from their experiment
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Zaključak iz njihovog eksperimenta
03:30
was that the slime mold had a primitive form of intelligence.
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je bio da je sluzava plesan primitivni oblik inteligencije.
03:33
Another study exposed cold air at regular intervals to the slime mold.
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U drugoj studiji su joj puštali hladan vazduh u redovnim intervalima.
03:36
It didn't like it. It doesn't like it cold.
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To joj se nije dopalo. Hladno ne voli.
03:39
It doesn't like it dry.
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Ne voli osušeno.
03:40
They did this at repeat intervals,
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To su ponavljali u intervalima
03:42
and each time, the slime mold
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i svaki put je odreagovala
03:44
slowed down its growth in response.
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usporavajući svoj rast.
03:47
However, at the next interval,
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Kada istraživači u narednom intervalu
03:49
the researchers didn't put the cold air on,
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nisu pustili hladan vazduh,
03:52
yet the slime mold slowed down in anticipation
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sluzava plesan je ipak usporila u očekivanju
03:55
of it happening.
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tog događaja.
03:56
It somehow knew that it was about the time
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Nekako je znala da je vreme
03:59
for the cold air that it didn't like.
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za hladan vazduh koji joj se ne dopada.
04:01
The conclusion from their experiment
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Zaključak iz njihovog eksperimenta
04:02
was that the slime mold was able to learn.
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je bio da sluzava plesan može da uči.
04:06
A third experiment:
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Treći eksperiment:
04:07
the slime mold was invited
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sluzavoj plesni je dato
04:09
to explore a territory covered in oats.
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da istraži područje pokriveno ovsom.
04:13
It fans out in a branching pattern.
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Raspršila se u razgranati uzorak.
04:16
As it goes, each food node it finds,
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Kako to već ide, svaki čvorić hrane koji nađe,
04:18
it forms a network, a connection to,
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priključuje, tvorenjem veza u mreži
04:21
and keeps foraging.
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i nastavlja u potrazi za hranom.
04:23
After 26 hours, it established
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Posle 26 sati, stvorila je
04:25
quite a firm network
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prilično čvrstu mrežu
04:27
between the different oats.
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između rasutog ovsa.
04:29
Now there's nothing remarkable in this
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U tome nije ništa izuzetno
04:31
until you learn that the center oat that it started from
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sve dok ne saznate da centralni ovas od kojeg je započela
04:33
represents the city of Tokyo,
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predstavlja grad Tokio,
04:35
and the surrounding oats are suburban railway stations.
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a okolni ovas prigradske železničke stanice.
04:39
The slime mold had replicated
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Sluzava plesan je kopirala
04:42
the Tokyo transport network
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tokijsku prometnu mrežu
04:44
— (Laughter) —
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- (Smeh) -
04:46
a complex system developed over time
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kompleksan sistem razvijen tokom vremena
04:49
by community dwellings, civil engineering, urban planning.
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iz životne prostore zajednice, građanskog inženjerstva, urbanog planiranja.
04:53
What had taken us well over 100 years
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Nama je za to trebalo više od 100 godina,
04:55
took the slime mold just over a day.
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a sluzavoj plesni nešto malo više od jednog dana.
04:58
The conclusion from their experiment
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Zaključak iz njihovog eksperimenta
05:00
was that the slime mold can form efficient networks
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je bio da sluzava plesan može da formira efikasne mreže
05:02
and solve the traveling salesman problem.
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i rešava probleme trgovačkog putnika.
05:05
It is a biological computer.
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Ona je biološki kompjuter.
05:07
As such, it has been mathematically modeled,
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Kao takva je bila matematički oblikovana,
05:10
algorithmically analyzed.
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algoritamski analizirana.
05:11
It's been sonified, replicated, simulated.
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Bila je sonifikovana, kopirana, simulirana.
05:14
World over, teams of researchers
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Širom sveta, timovi istraživača
05:17
are decoding its biological principles
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dekodiraju njene biološke principe
05:20
to understand its computational rules
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da bi razumeli njena pravila računanja
05:22
and applying that learning to the fields of electronics,
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i primenili to učenje na područja elektronike,
05:24
programming and robotics.
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programiranja i robotike.
05:27
So the question is,
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Dakle, pitanje je,
05:29
how does this thing work?
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kako ona funkcioniše?
05:31
It doesn't have a central nervous system.
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Nema centralni nervni sistem
05:33
It doesn't have a brain,
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ni mozak,
05:35
yet it can perform behaviors
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a ipak pokazuje ponašanje
05:36
that we associate with brain function.
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koje povezujemo s mozgom.
05:38
It can learn, it can remember,
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Može da uči, da pamti,
05:40
it can solve problems, it can make decisions.
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da rešava probleme, donosi odluke.
05:43
So where does that intelligence lie?
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Pa, gde leži ta inteligencija?
05:46
So this is a microscopy, a video I shot,
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Ovo je mikroskopija, video koji sam snimila
05:48
and it's about 100 times magnification,
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i koji je uvećan oko 100 puta
05:51
sped up about 20 times,
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i ubrzan oko 20 puta.
05:54
and inside the slime mold,
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Unutar sluzave plesni,
05:56
there is a rhythmic pulsing flow,
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postoji ritmički pulsirajući tok,
05:59
a vein-like structure carrying
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struktura slična venama prenosi
06:01
cellular material, nutrients and chemical information
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ćelijski materijal, hranjive sastojke i hemijske informacije
06:05
through the cell,
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kroz ćeliju
06:07
streaming first in one direction and then back in another.
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strujanjem prvo u jednom, a onda natrag u drugom pravcu.
06:10
And it is this continuous, synchronous oscillation
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Te kontinuirane, sinhrone oscilacije
06:14
within the cell that allows it to form
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unutar ćelije omogućavaju joj
06:17
quite a complex understanding of its environment,
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prilično složeno razumevanje svoje okoline,
06:20
but without any large-scale control center.
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ali bez ikakvog kontrolnog centra velikih razmera.
06:23
This is where its intelligence lies.
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Tu leži njena inteligencija.
06:25
So it's not just academic researchers
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Nisu samo akademski istraživači
06:29
in universities that are interested in this organism.
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na univerzitetima zainteresovani za ovaj organizam.
06:31
A few years ago, I set up SliMoCo,
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Pre nekoliko godina, osnovala sam SliMoCo,
06:34
the Slime Mould Collective.
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Zajednicu sluzave plesni.
06:37
It's an online, open, democratic network
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To je onlajn, otvorena, demokratska mreža
06:40
for slime mold researchers and enthusiasts
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za istraživače sluzave plesni i entuzijaste
06:42
to share knowledge and experimentation
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gde dele znanje i eksperimentisanje
06:45
across disciplinary divides
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preko granica naučnih disiplina
06:48
and across academic divides.
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i preko akademskih polarizacija.
06:51
The Slime Mould Collective membership is self-selecting.
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Članstvo u Zajednici sluzave plesni odabirate sami.
06:55
People have found the collective
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Ljudi su pronašli zajednicu
06:58
as the slime mold finds the oats.
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kao što sluzava plesan pronalazi ovas.
07:01
And it comprises of scientists
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U njoj su naučnici,
07:03
and computer scientists and researchers
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kompjuterski naučnici i istraživači
07:04
but also artists like me,
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ali takođe i umetnici, kao ja,
07:07
architects, designers, writers, activists, you name it.
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arhitekte, dizajneri, pisci, aktivisti itd.
07:12
It's a very interesting, eclectic membership.
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To je vrlo zanimljivo, eklektičko članstvo.
07:16
Just a few examples:
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Samo nekoliko primera:
07:17
an artist who paints with fluorescent Physarum;
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umetnik koji slika fluorescentnim Physarum-om;
07:20
a collaborative team
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saradnički tim
07:22
who are combining biological and electronic design
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koji kombinuje biološki i elektronski dizajn
07:26
with 3D printing technologies in a workshop;
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sa 3D tehnologijom štampanja u radionici;
07:29
another artist who is using the slime mold
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drugi umetnik koji koristi sluzavu plesan
07:31
as a way of engaging a community
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kao način angažovanja zajednice
07:33
to map their area.
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da mapira svoje područje.
07:36
Here, the slime mold is being used directly
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Ovde se sluzava plesan koristi direktno
07:38
as a biological tool, but metaphorically
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kao biološki alat, ali metaforički
07:41
as a symbol for ways of talking
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kao simbol za razgovore
07:43
about social cohesion, communication
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o društvenoj koheziji, komunikaciji
07:47
and cooperation.
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i saradnji.
07:49
Other public engagement activities,
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Od ostalih aktivnosti javnog angažmana,
07:51
I run lots of slime mold workshops,
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pokrenula sam mnoge radionice sluzave plesni,
07:53
a creative way of engaging with the organism.
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kreativne načine za bavljenje organizmom.
07:56
So people are invited to come and learn
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Pozvala sam ljude da dođu i nauče
07:58
about what amazing things it can do,
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kakve neverovatne stvari radi
08:00
and they design their own petri dish experiment,
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i oni dizajniraju sopstveni eksperiment petrijeve posude,
08:02
an environment for the slime mold to navigate
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okruženja za navigaciju sluzave plesni,
08:04
so they can test its properties.
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da mogu da ispituju njena svojstva.
08:06
Everybody takes home a new pet
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Svako odnese kući novog ljubimca
08:09
and is invited to post their results
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i pozvan je da pošalje svoje rezultate
08:12
on the Slime Mould Collective.
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na Zajednicu sluzave plesni.
08:14
And the collective has enabled me
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Zajednica mi je omogućila
08:15
to form collaborations
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da sarađujem
08:18
with a whole array of interesting people.
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sa čitavim nizom zanimljivih ljudi.
08:20
I've been working with filmmakers
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Radila sam sa snimateljima
08:22
on a feature-length slime mold documentary,
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na dugometražnom dokumentarcu o sluzavoj plesni,
08:25
and I stress feature-length,
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naglašavam dugometražni,
08:28
which is in the final stages of edit
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koji je u završnoj fazi
08:30
and will be hitting your cinema screens very soon.
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i ubrzo će se pojaviti na vašim bioskopskim platnima.
08:33
(Laughter)
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(Smeh)
08:34
It's also enabled me to conduct what I think is
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Takođe mi je omogućila da izvedem ono što mislim da je
08:38
the world's first human slime mold experiment.
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prvi humani eksperiment sluzave plesni na svetu.
08:40
This is part of an exhibition in Rotterdam last year.
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To je deo prošlogodišnje izložbe u Roterdamu.
08:43
We invited people to become slime mold for half an hour.
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Pozvali smo ljude da pola sata budu sluzava plesan.
08:48
So we essentially tied people together
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U suštini smo ih međusobno vezali,
08:51
so they were a giant cell,
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da bi bili velika ćelija
08:54
and invited them to follow slime mold rules.
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i pozvali smo ih da slede pravila sluzave plesni.
08:57
You have to communicate through oscillations,
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Morate da komunicirate putem oscilacija,
09:00
no speaking.
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bez reči.
09:01
You have to operate as one entity, one mass cell,
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Morate delovati kao jedan entitet, jedna masivna ćelija,
09:06
no egos,
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bez ega,
09:08
and the motivation for moving
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a motivacija za kretanje
09:10
and then exploring the environment
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i istraživanje okoline
09:12
is in search of food.
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je potraga za hranom.
09:14
So a chaotic shuffle ensued as this bunch of strangers
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Haotična zbrka je usledila kada je ova gomila stranaca
09:18
tied together with yellow ropes wearing "Being Slime Mold" t-shirts
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povezanih žutim konopcima, u majicama s natpisom "Biće sluzava plesan"
09:22
wandered through the museum park.
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lutala muzejskim parkom.
09:25
When they met trees, they had to reshape
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Kad su naišli na stabla, morali su da preoblikuju
09:28
their connections and reform as a mass cell
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svoje veze i da se preurede kao masivna ćelija
09:31
through not speaking.
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bez reči.
09:35
This is a ludicrous experiment in many, many ways.
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To je apsurdan eksperiment iz mnogo razloga.
09:39
This isn't hypothesis-driven.
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Nije zasnovan na hipotezama.
09:41
We're not trying to prove, demonstrate anything.
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Ne pokušavamo da dokažemo, pokažemo ništa.
09:43
But what it did provide us was a way
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Međutim, omogućio nam je
09:45
of engaging a broad section of the public
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da široki deo javnosti zaokupiramo
09:47
with ideas of intelligence, agency, autonomy,
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idejama o inteligenciji, aktivnosti, autonomiji,
09:52
and provide a playful platform
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i pružio nam je razigranu platformu
09:54
for discussions about
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za rasprave
09:58
the things that ensued.
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o stvarima koje su usledile.
10:00
One of the most exciting things
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Jedna od najuzbudljivijih stvari
10:03
about this experiment
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povodom ovog eksperimenta
10:06
was the conversation that happened afterwards.
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bio je razgovor posle toga.
10:08
An entirely spontaneous symposium happened in the park.
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Sasvim spontani simpozijum se dogodio u parku.
Ljudi su razgovarali o ljudskoj psihologiji,
10:12
People talked about the human psychology,
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10:14
of how difficult it was to let go
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kako je teško odreći se
10:15
of their individual personalities and egos.
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svoje ličnosti i ega.
10:19
Other people talked about bacterial communication.
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Drugi ljudi su govorili o bakterijskoj komunikaciji.
10:22
Each person brought in their own
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Svaka osoba je dala
10:24
individual interpretation,
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sopstveno tumačenje
10:27
and our conclusion from this experiment was that
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i naš zaključak iz ovog eksperimenta je bio
10:28
the people of Rotterdam were highly cooperative,
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da su ljudi u Roterdamu bili vrlo kooperativni,
10:32
especially when given beer.
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pogotovo kada su dobili pivo.
10:35
We didn't just give them oats.
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Nismo im davali samo ovas.
10:37
We gave them beer as well.
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Dali smo im i pivo.
10:39
But they weren't as efficient as the slime mold,
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Ipak nisu bili tako efikasni kao sluzava plesan
10:41
and the slime mold, for me,
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koja je za mene,
10:43
is a fascinating subject matter.
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fascinantna tema.
10:45
It's biologically fascinating,
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Fascinantna je biološki,
10:47
it's computationally interesting,
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zanimljiva računarski,
10:49
but it's also a symbol,
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ali je takođe i simbol,
10:51
a way of engaging with ideas of community,
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način uključivanja ideja zajednice,
10:54
collective behavior, cooperation.
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kolektivnog ponašanja, saradnje.
10:58
A lot of my work draws on the scientific research,
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Veliki deo moga rada se oslanja na naučna istraživanja,
11:00
so this pays homage to the maze experiment
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pa se ovim odaje počast eksperimentu lavirinta,
11:03
but in a different way.
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ali na drugačiji način.
11:05
And the slime mold is also my working material.
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Sluzava plesan je takođe moj radni materijal.
11:07
It's a coproducer of photographs, prints, animations,
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Ona je saizvođač fotografija, grafika, animacija,
11:13
participatory events.
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participativnih događaja.
11:14
Whilst the slime mold doesn't choose
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Iako sluzava plesan ne bira
11:16
to work with me, exactly,
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da radi sa mnom,
11:18
it is a collaboration of sorts.
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to jeste neka vrsta saradnje.
11:21
I can predict certain behaviors
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Mogu da predvidim određena ponašanja
11:23
by understanding how it operates,
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razumevanjem kako funkcioniše,
11:25
but I can't control it.
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ali ne mogu da je kontrolišem.
11:27
The slime mold has the final say
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Sluzava plesan ima zadnju reč
11:28
in the creative process.
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u kreativnom procesu.
11:31
And after all, it has its own internal aesthetics.
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I na kraju, ona ima sopstvenu unutrašnju estetiku.
11:34
These branching patterns that we see
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Ovi razgranati uzorci koje vidimo,
11:36
we see across all forms, scales of nature,
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viđamo u svim prirodnim oblicima i razmerama,
11:38
from river deltas to lightning strikes,
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od rečnih delti do sevanja munje,
11:41
from our own blood vessels to neural networks.
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od naših krvnih sudova do neuronskih mreža.
11:45
There's clearly significant rules at play
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Postoje očito značajna pravila igre
11:48
in this simple yet complex organism,
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u ovom jednostavnom, a ipak složenom organizmu
11:50
and no matter what our disciplinary perspective or our mode of inquiry,
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i bez obzira koje je naša perspektiva ili naš način ispitivanja,
11:54
there's a great deal that we can learn
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postoji mnogo toga što možemo da naučimo
11:56
from observing and engaging
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iz opažanja i bavljenja
11:57
with this beautiful, brainless blob.
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sa ovom lepom grudvicom bez mozga.
12:00
I give you Physarum polycephalum.
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Dajem vam Physarum polycephalum.
12:04
Thank you.
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Hvala vam.
12:05
(Applause)
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(Aplauz)
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