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

519,175 views

2014-07-17 ・ TED


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

519,175 views ・ 2014-07-17

TED


Dvaput kliknite na engleske titlove ispod za reprodukciju videozapisa.

Prevoditelj: Senzos Osijek Recezent: Ivan Stamenković
00:12
I'd like to introduce you to an organism:
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Htjela bih vam predstaviti organizam:
00:15
a slime mold, Physarum polycephalum.
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sluzavu plijesan, Physarum polycephalum.
00:19
It's a mold with an identity crisis, because it's not a mold,
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To je plijesan s krizom identiteta budući da nije plijesan,
00:22
so let's get that straight to start with.
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stoga bismo prvo to trebali raščistiti.
00:23
It is one of 700 known slime molds
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Ona je jedna od 700 poznatih sluzavih plijesni
00:26
belonging to the kingdom of the amoeba.
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koje spadaju u kraljevstvo ameba.
00:28
It is a single-celled organism, a cell,
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To je jednostanični organizam, stanica,
00:31
that joins together with other cells
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koja se spaja s drugim stanicama
00:33
to form a mass super-cell
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kako bi stvorila veliku super-stanicu
00:35
to maximize its resources.
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kako bi najučinkovitije iskoristila svoje resurse.
00:37
So within a slime mold you might find thousands
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Unutar sluzave plijesni možete naći tisuće
00:40
or millions of nuclei,
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ili milijune jezgara
00:42
all sharing a cell wall,
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koje dijele stanični zid
00:44
all operating as one entity.
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i funkcioniraju 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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možete ju naći kako traži hranu u šumskim područjima,
00:51
eating rotting vegetation,
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kako jede trule biljke,
00:55
but you might equally find it
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ali ju jednako možete naći
00:56
in research laboratories,
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u istraživačkim laboratorijima,
00:58
classrooms, and even artists' studios.
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učionicama pa čak i ateljeima.
01:02
I first came across the slime mold about five years ago.
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Prvi sam se puta susrela s njom prije otprilike pet godina.
01:05
A microbiologist friend of mine
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Jedan mi je prijatelj mikrobiolog
01:07
gave me a petri dish with a little yellow blob in it
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dao petrijevu zdjelicu s malenom žutom mrljom
01:10
and told me to go home and play with it.
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i rekao mi je da se odem kući igrati s njom.
01:13
The only instructions I was given,
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Jedina uputa koju sam dobila bila je
01:15
that it likes it dark and damp
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da voli tamu i vlagu
01:17
and its favorite food is porridge oats.
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i da joj je omiljeno jelo zobena kaša.
01:21
I'm an artist who's worked for many years
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Ja sam umjetnica koja je radila mnogo godina
01:23
with biology, with scientific processes,
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s biologijom, znanstvenim procesima,
01:26
so living material is not uncommon for me.
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tako da mi živi materijal nije stran.
01:29
I've worked with plants, bacteria,
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Radila sam s biljkama, bakterijama,
01:31
cuttlefish, fruit flies.
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sipama, vinskim mušicama.
01:32
So I was keen to get my new collaborator home
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Željela sam što prije odnijeti svog novog suradnika kući
01:35
to see what it could do.
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da vidim što može.
01:36
So I took it home and I watched.
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Odnijela sam ga kući i promatrala.
01:40
I fed it a varied diet.
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Hranila sam ga raznovrsnom hranom.
01:42
I observed as it networked.
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Proučavala sam kako se umrežava.
01:44
It formed a connection between food sources.
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Stvaralo je veze između izvora hrane.
01:47
I watched it leave a trail behind it,
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Gledala sam kako ostavlja trag za sobom,
01:49
indicating where it had been.
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što je upućivalo na to gdje je bio.
01:51
And I noticed that when it was fed up with one petri dish,
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Uočila sam da, kad mu dosadi jedna petrijeva zdjelica,
01:54
it would escape and find a better home.
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pobjegne i nađe bolji dom.
01:57
I captured my observations
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Snimila sam svoja zapažanja
01:59
through time-lapse photography.
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koristeći time-lapse fotografiju.
02:01
Slime mold grows at about one centimeter an hour,
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Sluzava plijesan raste brzinom otprilike jedan centimetar po satu,
02:03
so it's not really ideal for live viewing
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tako da nije zanimljiva za gledanje uživo
02:06
unless there's some form of really extreme meditation,
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osim ako se radi o nekoj ekstremnoj meditaciji.
02:09
but through the time lapse,
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Korištenjem time-lapsea,
02:11
I could observe some really interesting behaviors.
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mogu promatrati neka prilično zanimljiva ponašanja.
02:14
For instance, having fed on a nice pile of oats,
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Na primjer, kad se nahrani finom hrpom zobi,
02:18
the slime mold goes off to explore new territories
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sluzava plijesan ode istražiti nova područja
02:22
in different directions simultaneously.
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u različitim smjerovima u isto vrijeme.
02:25
When it meets itself,
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Kad se ponovno sretne, zna da je ondje već bila,
02:27
it knows it's already there,
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prepozna da je već ondje,
02:29
it recognizes it's there,
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prepozna da je ondje
02:31
and instead retreats back
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i vrati se
02:33
and grows in other directions.
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i raste u drugim smjerovima.
02:36
I was quite impressed by this feat,
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Bila sam prilično impresionirana tim pothvatom,
02:39
at how what was essentially just a bag of cellular slime
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kako vreća stanične sluzi
02:42
could somehow map its territory,
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može mapirati svoj teritorij,
02:45
know itself, and move with seeming intention.
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poznavati sebe i kretati se s namjerom.
02:49
I found countless scientific studies,
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Pronašla sam nebrojene znanstvene studije,
02:53
research papers, journal articles,
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istraživanja, članke
02:55
all citing incredible work with this one organism,
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koji su se bavili ovim organizmom,
02:59
and I'm going to share a few of those with you.
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podijelit ću sada s vama nekoliko njih
03:01
For example, a team in Hokkaido University in Japan
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Na primjer, tim iz sveučilišta Hokkaido u Japanu
03:04
filled a maze with slime mold.
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ispunilo je labirint sluzavom plijesni.
03:06
It joined together and formed a mass cell.
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Ona se spojila i stvorila veliku stanicu.
03:08
They introduced food at two points,
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Stavili su hranu na dva mjesta,
03:10
oats of course,
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zob, naravno,
03:11
and it formed a connection
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i ona je stvorila 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 dijelova i slijepih završetaka.
03:17
There are four possible routes through this maze,
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Postoje četiri moguća puta kroz ovaj labirint,
03:20
yet time and time again,
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ali je opet iznova
03:22
the slime mold established the shortest
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plijesan išla najkraćim
03:24
and the most efficient route.
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i najučinkovitijim putem.
03:27
Quite clever.
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Prilično pametno.
03:28
The conclusion from their experiment
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Zaključak istraživanja
03:30
was that the slime mold had a primitive form of intelligence.
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bio je da sluzava plijesan ima primitivan oblik inteligencije.
03:33
Another study exposed cold air at regular intervals to the slime mold.
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Druga je studija dovodila zrak plijesni u pravilnim intervalima.
03:36
It didn't like it. It doesn't like it cold.
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Nije joj se svidjelo. Ne voli kad joj je hladno.
03:39
It doesn't like it dry.
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Ne voli kad je suho.
03:40
They did this at repeat intervals,
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Ponavljali su to u određenim intervalima,
03:42
and each time, the slime mold
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i svaki je put sluzava plijesan
03:44
slowed down its growth in response.
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usporila svoj rast kao odgovor.
03:47
However, at the next interval,
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S druge strane, kod sljedećeg intervala,
03:49
the researchers didn't put the cold air on,
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istraživači nisu uključili hladan zrak,
03:52
yet the slime mold slowed down in anticipation
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a plijesan je ipak usporila rast u iščekivanju
03:55
of it happening.
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zahladnjenja.
03:56
It somehow knew that it was about the time
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Nekako je znala da je vrijeme
03:59
for the cold air that it didn't like.
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za hladan zrak koji joj se nije svidio.
04:01
The conclusion from their experiment
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Zaključak njihovog pokusa
04:02
was that the slime mold was able to learn.
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je da sluzava plijesan može učiti.
04:06
A third experiment:
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Treći pokus:
04:07
the slime mold was invited
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sluzava je plijesan pozvana da
04:09
to explore a territory covered in oats.
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istražuje područje prekriveno zobi.
04:13
It fans out in a branching pattern.
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Lepezasto se širi.
04:16
As it goes, each food node it finds,
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Kako ide, sa svakim čvorom hrane na koji naiđe
04:18
it forms a network, a connection to,
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stvori mrežu, vezu
04:21
and keeps foraging.
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i nastavlja tražiti hranu.
04:23
After 26 hours, it established
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Nakon 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 različitih zrna zobi.
04:29
Now there's nothing remarkable in this
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Nema ništa zapanjujuće u tome
04:31
until you learn that the center oat that it started from
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dok ne saznate da središnje zrno zobi od kojeg je krenula
04:33
represents the city of Tokyo,
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predstavlja Tokio,
04:35
and the surrounding oats are suburban railway stations.
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a da okolna zrnja predstavljaju željezničke stanice u predgrađu.
04:39
The slime mold had replicated
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Sluzava je plijesan replicirala
04:42
the Tokyo transport network
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prometnu mrežu Tokija.
04:44
— (Laughter) —
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- (Smijeh) -
04:46
a complex system developed over time
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Složenu mrežu razvijenu tijekom vremena
04:49
by community dwellings, civil engineering, urban planning.
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preko javnih nastambi, građevina, urbanog planiranja.
04:53
What had taken us well over 100 years
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Ono za što je nama trebalo preko 100 godina,
04:55
took the slime mold just over a day.
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sluzava je plijesan riješila u nešto više od jednog dana.
04:58
The conclusion from their experiment
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Zaključak njihovog istraživanja
05:00
was that the slime mold can form efficient networks
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bio je da sluzava plijesan može tvoriti učinkovite mreže
05:02
and solve the traveling salesman problem.
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i rješavati probleme trgovačkih putnika.
05:05
It is a biological computer.
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Ona je biološko računalo.
05:07
As such, it has been mathematically modeled,
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Kao takvo, matematički je modelirana,
05:10
algorithmically analyzed.
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algoritamski raščlanjena.
05:11
It's been sonified, replicated, simulated.
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Bila je ozvučena, replicirana, simulirana.
05:14
World over, teams of researchers
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Diljem svijeta, timovi istraživača
05:17
are decoding its biological principles
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dekodiraju njezina biološka načela
05:20
to understand its computational rules
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kako bi razumjeli njezine računalne zakonitosti
05:22
and applying that learning to the fields of electronics,
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i to primijenili 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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Pitanje je,
05:29
how does this thing work?
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kako ta stvar radi?
05:31
It doesn't have a central nervous system.
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Nema središnji živčani sustav.
05:33
It doesn't have a brain,
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Nema mozak,
05:35
yet it can perform behaviors
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a može izvoditi ponašanja
05:36
that we associate with brain function.
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koja povezujemo s moždanom funkcijom.
05:38
It can learn, it can remember,
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Može učiti, može pamtiti,
05:40
it can solve problems, it can make decisions.
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može rješavati probleme, može donositi odluke.
05:43
So where does that intelligence lie?
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Gdje leži njezina inteligencija?
05:46
So this is a microscopy, a video I shot,
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Ovo je mikroskopska snimka koju sam snimila,
05:48
and it's about 100 times magnification,
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na povećanju od približno 100 puta,
05:51
sped up about 20 times,
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ubrzano oko 20 puta,
05:54
and inside the slime mold,
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i unutar sluzave plijesni,
05:56
there is a rhythmic pulsing flow,
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postoji ritmično pulsirajuće strujanje,
05:59
a vein-like structure carrying
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struktura nalik veni nosi
06:01
cellular material, nutrients and chemical information
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stanični materijal, nutrijente i kemijsku informaciju
06:05
through the cell,
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po stanici,
06:07
streaming first in one direction and then back in another.
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tekući prvo u jednom smjeru pa natrag u drugom smjeru.
06:10
And it is this continuous, synchronous oscillation
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Ova kontinuirana, sinkrona oscilacija
06:14
within the cell that allows it to form
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unutar stanice omogućava joj da stvori
06:17
quite a complex understanding of its environment,
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složeno razumijevanje okoline,
06:20
but without any large-scale control center.
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ali bez makroskopskog kontrolnog središta.
06:23
This is where its intelligence lies.
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Ovdje leži njezina inteligencija.
06:25
So it's not just academic researchers
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Nisu samo istraživači
06:29
in universities that are interested in this organism.
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na sveučilištima zainteresirani za ovaj organizam.
06:31
A few years ago, I set up SliMoCo,
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Prije nekoliko sam godina pokrenula SliMoCo,
06:34
the Slime Mould Collective.
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Udruženje za Sluzavu Plijesan (eng. Slime Mould Collective.)
06:37
It's an online, open, democratic network
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To je online, otvorena, demokratska mreža
06:40
for slime mold researchers and enthusiasts
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za istraživače sluzave plijesni i entuzijaste
06:42
to share knowledge and experimentation
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kako bi mogli dijeliti svoje znanje i istraživanja
06:45
across disciplinary divides
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preko granica pojedinih disciplina
06:48
and across academic divides.
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i akademskih granica.
06:51
The Slime Mould Collective membership is self-selecting.
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Članstvo se samo izabire.
06:55
People have found the collective
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Ljudi su ovu inicijativu pronašli
06:58
as the slime mold finds the oats.
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na način na koji sluzava plijesan pronalazi zob.
07:01
And it comprises of scientists
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Sastoji se od znanstvenika,
07:03
and computer scientists and researchers
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informatičara i istraživača,
07:04
but also artists like me,
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ali i od umjetnika kao što sam ja,
07:07
architects, designers, writers, activists, you name it.
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arhitekata, dizajnera, pisaca, aktivista, čega god.
07:12
It's a very interesting, eclectic membership.
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To je vrlo zanimljiva, eklektična ekipa.
07:16
Just a few examples:
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Evo nekoliko primjera:
07:17
an artist who paints with fluorescent Physarum;
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umjetnik koji slika s fluorescentnim Physarumom;
07:20
a collaborative team
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ekipa koja surađuje
07:22
who are combining biological and electronic design
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i koja kombinira biološki i elektronički dizajn
07:26
with 3D printing technologies in a workshop;
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s 3D printanjem u radionici;
07:29
another artist who is using the slime mold
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još jedan umjetnik koji koristi sluzavu plijesan
07:31
as a way of engaging a community
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kako bi pokrenuo zajednicu
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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Ovdje se sluzava plijesan izravno koristi
07:38
as a biological tool, but metaphorically
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kao biološko oruđe, ali metaforički
07:41
as a symbol for ways of talking
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kao simbol načina govorenja
07:43
about social cohesion, communication
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o socijalnoj koheziji, komunikaciji
07:47
and cooperation.
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i suradnji.
07:49
Other public engagement activities,
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Postoje i druge aktivnosti.
07:51
I run lots of slime mold workshops,
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Vodim mnogo radionica o sluzavoj plijesni,
07:53
a creative way of engaging with the organism.
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kreativan način druženja s organizmom.
07:56
So people are invited to come and learn
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Pozivamo ljude da dođu i nauče
07:58
about what amazing things it can do,
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koje odlične stvari ona može učiniti,
08:00
and they design their own petri dish experiment,
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i da osmisle svoj pokus u petrijevoj zdjelici,
08:02
an environment for the slime mold to navigate
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u okolišu u kojem će sluzava plijesan navigirati
08:04
so they can test its properties.
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i u kojem će moći testirati njezina svojstva.
08:06
Everybody takes home a new pet
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Svi nose kući novog ljubimca
08:09
and is invited to post their results
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i pozvani su da objave svoje rezultate
08:12
on the Slime Mould Collective.
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na Slime Mould Collective.
08:14
And the collective has enabled me
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A ta mi je zajednica omogućila
08:15
to form collaborations
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da stvorim suradnju
08:18
with a whole array of interesting people.
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s cijelim spektrom zanimljivih ljudi.
08:20
I've been working with filmmakers
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Radila sam s filmašima
08:22
on a feature-length slime mold documentary,
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na cjelovečernjem dokumentarcu o sluzavoj plijesni
08:25
and I stress feature-length,
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naglašavam cjelovečernjem,
08:28
which is in the final stages of edit
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i u posljednjim je fazama uređivanja
08:30
and will be hitting your cinema screens very soon.
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i stiže u kina ubrzo.
08:33
(Laughter)
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(Smijeh)
08:34
It's also enabled me to conduct what I think is
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Omogućilo mi je i da provedem, prema mojoj spoznaji,
08:38
the world's first human slime mold experiment.
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prvo istraživanje s čovjekom i sluzavom plijesni.
08:40
This is part of an exhibition in Rotterdam last year.
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Ovo je dio izložbe u Rotterdamu prošle godine.
08:43
We invited people to become slime mold for half an hour.
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Pozvali smo ljude da postanu sluzava plijesan na pola sata.
08:48
So we essentially tied people together
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Zavezali smo ljude jedne za druge
08:51
so they were a giant cell,
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tako da su bili jedna velika stanica
08:54
and invited them to follow slime mold rules.
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i pozvali smo ih da slijede pravila sluzave plijesni.
08:57
You have to communicate through oscillations,
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Morate komunicirati oscilacijama,
09:00
no speaking.
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bez govora.
09:01
You have to operate as one entity, one mass cell,
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Morate djelovati kao jedno biće, jedna stanica,
09:06
no egos,
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nema ega,
09:08
and the motivation for moving
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a motivacija za pokretanje
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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Uslijedilo je kaotično preturanje, kako je ova skupina stranaca,
09:18
tied together with yellow ropes wearing "Being Slime Mold" t-shirts
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povezanih žutim konopcima i u majicama s natpisom "Biti sluzava plijesan",
09:22
wandered through the museum park.
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tumarala muzejskim parkom.
09:25
When they met trees, they had to reshape
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Kad su došli do drveća, morali su promijeniti
09:28
their connections and reform as a mass cell
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svoje poveznice i promijeniti se kao velika stanica
09:31
through not speaking.
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bez govorenja.
09:35
This is a ludicrous experiment in many, many ways.
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Ovo je lud pokus na toliko, toliko načina.
09:39
This isn't hypothesis-driven.
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Ovo nije vođeno hipotezom.
09:41
We're not trying to prove, demonstrate anything.
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Nismo pokušali dokazati ni pokazati ništa.
09:43
But what it did provide us was a way
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Ali ono nam je pružilo način
09:45
of engaging a broad section of the public
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aktiviranja velikog dijela javnosti
09:47
with ideas of intelligence, agency, autonomy,
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u razmišljanje o inteligenciji, djelatnosti, autonomiji,
09:52
and provide a playful platform
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i dalo nam je zaigranu platformu
09:54
for discussions about
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za raspravu o
09:58
the things that ensued.
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stvarima koje su slijedile.
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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kod ovog pokusa
10:06
was the conversation that happened afterwards.
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bio je razgovor koji je uslijedio.
10:08
An entirely spontaneous symposium happened in the park.
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Potpuno se spontan simpozij dogodio u parku.
10:12
People talked about the human psychology,
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Ljudi su govorili o ljudskoj psihologiji,
10:14
of how difficult it was to let go
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o tome kako je teško pustiti nešto,
10:15
of their individual personalities and egos.
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o njihovim osobnostima i egu.
10:19
Other people talked about bacterial communication.
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Drugi su ljudi govorili o komuniciranju bakterija.
10:22
Each person brought in their own
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Svaka je osoba dala
10:24
individual interpretation,
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svoju interpretaciju,
10:27
and our conclusion from this experiment was that
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a naš je zaključak ovog pokusa bio
10:28
the people of Rotterdam were highly cooperative,
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da su ljudi u Rotterdamu vrlo kooperativni,
10:32
especially when given beer.
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posebno kad im se da pivo.
10:35
We didn't just give them oats.
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Nismo im samo dali zob.
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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Ali nisu bili učinkoviti kao sluzava plijesan,
10:41
and the slime mold, for me,
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a sluzava je plijesan, 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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Biološki je fascinantna,
10:47
it's computationally interesting,
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računalno je zanimljiva,
10:49
but it's also a symbol,
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ali je i simbol,
10:51
a way of engaging with ideas of community,
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način angažiranja zajednice u pojedinim temama,
10:54
collective behavior, cooperation.
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kolektivnom ponašanju, suradnji.
10:58
A lot of my work draws on the scientific research,
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Velik se dio mog rada temelji na znanstvenim istraživanjima,
11:00
so this pays homage to the maze experiment
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tako da je ovo u čast pokusa s labirintom,
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 je plijesan i moj radni materijal.
11:07
It's a coproducer of photographs, prints, animations,
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Ona je koproducent fotografija, ispisa, animacija,
11:13
participatory events.
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događanja.
11:14
Whilst the slime mold doesn't choose
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I dok sluzava plijesan baš i ne bira
11:16
to work with me, exactly,
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raditi sa mnom.
11:18
it is a collaboration of sorts.
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Ipak se radi o vidu suradnje.
11:21
I can predict certain behaviors
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Mogu predvidjeti pojedina ponašanja
11:23
by understanding how it operates,
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kako bih razumjela kako djeluje,
11:25
but I can't control it.
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ali ju ne mogu kontrolirati.
11:27
The slime mold has the final say
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Plijesan ima zadnju riječ
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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Na kraju, ima svoju unutarnju estetiku.
11:34
These branching patterns that we see
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Ovi šireći obrasci koje vidimo
11:36
we see across all forms, scales of nature,
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vidimo ih u svim oblicima, slojevima prirode,
11:38
from river deltas to lightning strikes,
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od riječnih ušća do udara munje,
11:41
from our own blood vessels to neural networks.
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od krvih žila do neuralnih mreža.
11:45
There's clearly significant rules at play
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Zasigurno postoje značajna pravila
11:48
in this simple yet complex organism,
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u ovom jednostavnom, a opet složenom organizmu,
11:50
and no matter what our disciplinary perspective or our mode of inquiry,
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i bez obzira na našu disciplinu, perspektivu ili način ispitivanja,
11:54
there's a great deal that we can learn
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postoji mnogo toga što možemo naučiti
11:56
from observing and engaging
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iz promatranja i angažiranja
11:57
with this beautiful, brainless blob.
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ove lijepe mrlje bez mozga.
12:00
I give you Physarum polycephalum.
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Predstavljam vam Physarum polycephalum.
12:04
Thank you.
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Hvala.
12:05
(Applause)
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(Pljesak)
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