Rajesh Rao: Computing a Rosetta Stone for the Indus script

1,208,232 views ・ 2011-06-28

TED


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

Prevodilac: Vesna Savić Lektor: Mile Živković
00:15
I'd like to begin with a thought experiment.
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Hteo bih da počnem jednim misaonim eksperimentom.
00:19
Imagine that it's 4,000 years into the future.
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Zamislite da ste otišli 4000 godina u budućnost.
00:22
Civilization as we know it
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Civilizacija kakvu poznajemo
00:24
has ceased to exist --
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prestala je da postoji -
00:26
no books,
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nema knjiga
00:28
no electronic devices,
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ni električnih uređaja,
00:31
no Facebook or Twitter.
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ni Fejzbuka ni Tvitera.
00:34
All knowledge of the English language and the English alphabet
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Sve znanje o engleskom jeziku i alfabetu
00:37
has been lost.
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je izgubljeno.
00:39
Now imagine archeologists
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Sada zamislite arheologe
00:41
digging through the rubble of one of our cities.
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koji kopaju po kršu nekog našeg grada.
00:43
What might they find?
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Na šta mogu naići?
00:45
Well perhaps some rectangular pieces of plastic
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Možda na nekoliko pravougaonih komada plastike
00:48
with strange symbols on them.
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na kojima su neki čudni simboli.
00:51
Perhaps some circular pieces of metal.
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Možda na neke kružne komade metala.
00:54
Maybe some cylindrical containers
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Možda na neke cilindrične posude
00:56
with some symbols on them.
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na kojima su neki simboli.
00:58
And perhaps one archeologist becomes an instant celebrity
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I možda jedan arheolog odmah postane slavan
01:01
when she discovers --
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kada otkrije -
01:03
buried in the hills somewhere in North America --
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zakopane negde u brdima Severne Amerike --
01:05
massive versions of these same symbols.
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masivne verzije ovih simbola.
01:10
Now let's ask ourselves,
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Zapitajmo se
01:12
what could such artifacts say about us
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šta takvi artefakti mogu da kažu o nama
01:15
to people 4,000 years into the future?
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ljudima za 4000 godina?
01:18
This is no hypothetical question.
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Ovo nije hipotetičko pitanje.
01:20
In fact, this is exactly the kind of question we're faced with
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Zapravo, ovo je upravo pitanje s kojim se suočavamo
01:23
when we try to understand the Indus Valley civilization,
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kada pokušamo da shvatimo civilizaciju Doline Inda
01:26
which existed 4,000 years ago.
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koja je postojala pre 4000 godina.
01:28
The Indus civilization was roughly contemporaneous
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Indska civilizacija je živela otprilike u vreme
01:31
with the much better known Egyptian and the Mesopotamian civilizations,
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mnogo poznatije egipatske i mesopotamijske,
01:34
but it was actually much larger than either of these two civilizations.
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ali je zapravo bila mnogo veća od te dve civilizacije.
01:37
It occupied the area
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Prostirala se na provršini
01:39
of approximately one million square kilometers,
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od otprilike milion kilometara kvadratnih,
01:41
covering what is now Pakistan,
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na prostoru današnjeg Pakistana,
01:43
Northwestern India
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severozapadne Indije
01:45
and parts of Afghanistan and Iran.
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i delova Avganistana i Irana.
01:47
Given that it was such a vast civilization,
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S obzirom na to da je bila jako velika,
01:49
you might expect to find really powerful rulers, kings,
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možda očekujete da je imala jako moćne vladare, kraljeve
01:53
and huge monuments glorifying these powerful kings.
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i ogromne spomenike koji su veličali te moćne kraljeve.
01:56
In fact,
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Zapravo,
01:58
what archeologists have found is none of that.
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arheolozi nisu otkrili ništa od pomenutog.
02:00
They've found small objects such as these.
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Pronašli su male figure, poput ovih.
02:03
Here's an example of one of these objects.
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Ovo je primer jedne takve figure.
02:06
Well obviously this is a replica.
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Ovo je, očigledno, samo replika.
02:08
But who is this person?
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Ali, ko je ova osoba?
02:11
A king? A god?
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Neki kralj? Bog?
02:13
A priest?
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Sveštenik?
02:15
Or perhaps an ordinary person
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Ili možda neka obična osoba
02:17
like you or me?
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poput vas ili mene?
02:19
We don't know.
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Ne znamo.
02:21
But the Indus people also left behind artifacts with writing on them.
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Ali, indski narod je za sobom ostavio artefakte sa natpisima.
02:24
Well no, not pieces of plastic,
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Ne baš plastične komade.
02:26
but stone seals, copper tablets,
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već kamene pečate, bakarne pločice,
02:29
pottery and, surprisingly,
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grnčariju i, začuđujuće,
02:31
one large sign board,
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jednu veliku tablu sa znakovima,
02:33
which was found buried near the gate of a city.
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koja ja pronađena zakopana kod kapije jednog grada.
02:35
Now we don't know if it says Hollywood,
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Ne znamo da li na njoj piše Holivud,
02:37
or even Bollywood for that matter.
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ili čak Bolivud u ovom slučaju.
02:39
In fact, we don't even know
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U stvari, mi čak ne znamo ni
02:41
what any of these objects say,
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šta piše na bilo kom od ovih predmeta
02:43
and that's because the Indus script is undeciphered.
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i to zato što indsko pismo nije dešifrovano.
02:46
We don't know what any of these symbols mean.
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Ne znamo šta znači nijedan od ovih znakova.
02:48
The symbols are most commonly found on seals.
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Ovi znakovi se najčešće nalaze na pečatima.
02:51
So you see up there one such object.
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Tamo gore vidite jedan takav predmet.
02:53
It's the square object with the unicorn-like animal on it.
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To je četvrtast predmet sa životinjom nalik na jednoroga.
02:56
Now that's a magnificent piece of art.
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To je jedno stvarno prelepo umetničko delo.
02:58
So how big do you think that is?
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I, šta mislite koliki je taj predmet?
03:00
Perhaps that big?
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Možda ovoliki?
03:02
Or maybe that big?
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Ili ovoliki?
03:04
Well let me show you.
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Sad ću vam pokazati.
03:07
Here's a replica of one such seal.
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Evo replike jednog takvog pečata.
03:10
It's only about one inch by one inch in size --
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Veličine je otprilike 2,5 sa 2,5 cm -
03:12
pretty tiny.
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prilično je mali.
03:14
So what were these used for?
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I, čemu je on služio?
03:16
We know that these were used for stamping clay tags
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Znamo da su korišćeni za pečatiranje glinenih pločica
03:19
that were attached to bundles of goods that were sent from one place to the other.
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koje su kačene za svežnjeve robe koja se slala s jednog mesta na drugo.
03:22
So you know those packing slips you get on your FedEx boxes?
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Znate kako izgledaju tovarni listovi koje dobijete na kutiji FedEks pošte?
03:25
These were used to make those kinds of packing slips.
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Ovi pečati su korišteni za pravljenje takvih tovarnih listova.
03:28
You might wonder what these objects contain
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Možda se pitate šta se na ovim predmetima
03:31
in terms of their text.
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nalazi u pogledu teksta.
03:33
Perhaps they're the name of the sender
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Možda piše ime pošiljaoca
03:35
or some information about the goods
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ili neke informacije o robi koja se šalje
03:37
that are being sent from one place to the other -- we don't know.
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s jednog mesta na drugo - ne znamo.
03:40
We need to decipher the script to answer that question.
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Moramo da dešifrujemo pismo kako bismo odgovorili na to pitanje.
03:42
Deciphering the script
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Dešifrovanje pisma nije
03:44
is not just an intellectual puzzle;
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obična intelektualna zagonetka,
03:46
it's actually become a question
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nego je to postalo pitanje
03:48
that's become deeply intertwined
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koje je dubinski upleteno
03:50
with the politics and the cultural history of South Asia.
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u političku i kulturnu istoriju južne Azije.
03:53
In fact, the script has become a battleground of sorts
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Zapravo, ovo pismo je postalo svojevrsno bojno polje
03:56
between three different groups of people.
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između tri različite grupe ljudi.
03:58
First, there's a group of people
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Prva je grupa ljudi
04:00
who are very passionate in their belief
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koji su toliko strastveni u svojim uverenjima
04:02
that the Indus script
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da indsko pismo uopšte
04:04
does not represent a language at all.
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i nije jezik.
04:06
These people believe that the symbols
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Oni veruju da su simboli
04:08
are very similar to the kind of symbols you find on traffic signs
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jako slični simbolima na saobraćajnim znacima
04:11
or the emblems you find on shields.
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ili amblemima štitova.
04:14
There's a second group of people
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Druga grupa ljudi
04:16
who believe that the Indus script represents an Indo-European language.
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veruje da je indsko pismo jedan indo-evropski jezik.
04:19
If you look at a map of India today,
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Ako pogledate kartu današnje Indije
04:21
you'll see that most of the languages spoken in North India
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videćete da većina jezika koji se govore u severnoj Indiji
04:24
belong to the Indo-European language family.
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pripada indo-evropskoj porodici jezika.
04:27
So some people believe that the Indus script
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Tako da neki ljudi veruju da je indsko pismo
04:29
represents an ancient Indo-European language such as Sanskrit.
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prastari indo-evropski jezik poput sanskrita.
04:32
There's a last group of people
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Poslednja grupa ljudi
04:34
who believe that the Indus people
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veruje da je indski narod
04:37
were the ancestors of people living in South India today.
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predak naroda koji danas žive u južnoj Indiji.
04:40
These people believe that the Indus script
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Ovi ljudi veruju da indsko pismo
04:42
represents an ancient form
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predstavlja prastari oblik
04:44
of the Dravidian language family,
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dravidske porodice jezika,
04:46
which is the language family spoken in much of South India today.
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koja je porodica jezika kojima se danas govori u većem delu Indije.
04:49
And the proponents of this theory
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Zagovornici ove teorije
04:51
point to that small pocket of Dravidian-speaking people in the North,
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ukazuju na grupicu ljudi na severu koji govore dravidski jezik,
04:54
actually near Afghanistan,
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zapravo, u blizini Avganistana,
04:56
and they say that perhaps, sometime in the past,
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i kažu da se možda nekada u prošlosti
04:59
Dravidian languages were spoken all over India
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dravidskim jezicima govorilo širom Indije,
05:02
and that this suggests
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što navodi na pomisao da je
05:04
that the Indus civilization is perhaps also Dravidian.
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indska civilizacija možda takođe dravidska.
05:07
Which of these hypotheses can be true?
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Koja od ovih hipoteza može biti tačna?
05:10
We don't know, but perhaps if you deciphered the script,
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Ne znamo, ali, ako bi se ovo pismo dešifrovalo,
05:12
you would be able to answer this question.
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možda biste mogli da odgovorite na ovo pitanje.
05:14
But deciphering the script is a very challenging task.
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Ali dešifrovanje ovog pisma je veoma zahtevan posao.
05:16
First, there's no Rosetta Stone.
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Kao prvo, nemamo "kamen iz Rozete".
05:18
I don't mean the software;
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Ne mislim na program za učenje jezika;
05:20
I mean an ancient artifact
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nego mislim na prastari artefakt
05:22
that contains in the same text
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na kome se nalazi isti tekst:
05:24
both a known text and an unknown text.
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jedan poznat i jedan nepoznat.
05:27
We don't have such an artifact for the Indus script.
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Takav artefakt za indsko pismo nemamo.
05:30
And furthermore, we don't even know what language they spoke.
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Štaviše, ne znamo čak ni kojim su jezikom oni govorili.
05:33
And to make matters even worse,
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I što je još gore,
05:35
most of the text that we have are extremely short.
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većina tekstova koje imamo su jako kratki.
05:37
So as I showed you, they're usually found on these seals
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Kao što sam vam pokazao, oni su obično na ovakvim pečatima
05:39
that are very, very tiny.
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koji su vrlo, vrlo mali.
05:41
And so given these formidable obstacles,
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Uzevši u obzir ove značajne prepreke,
05:43
one might wonder and worry
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možemo se zapitati i brinuti
05:45
whether one will ever be able to decipher the Indus script.
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da li ćemo ikada uspeti da dešifrujemo indsko pismo.
05:48
In the rest of my talk,
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U ostatku mog govora
05:50
I'd like to tell you about how I learned to stop worrying
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ispričaću vam kako sam naučio da prestanem da brinem
05:52
and love the challenge posed by the Indus script.
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i da zavolim izazove koji se javljaju uz indsko pismo.
05:54
I've always been fascinated by the Indus script
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Ja sam opčinjen indskim pismom
05:57
ever since I read about it in a middle school textbook.
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još od kada sam u udžbeniku u srednjoj školi pročitao o njemu.
05:59
And why was I fascinated?
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A zašto sam bio opčinjen?
06:01
Well it's the last major undeciphered script in the ancient world.
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Zato što je to poslednje veliko nedešifrovano pismo antičkog sveta
06:05
My career path led me to become a computational neuroscientist,
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Karijera me je odvela put računarske neuronauke
06:08
so in my day job,
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tako da u svakodnevnom poslu
06:10
I create computer models of the brain
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pravim računarske simulacije mozga
06:12
to try to understand how the brain makes predictions,
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ne bih li shvatio kako mozak predviđa,
06:15
how the brain makes decisions,
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kako mozak odlučuje,
06:17
how the brain learns and so on.
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kako mozak uči, itd.
06:19
But in 2007, my path crossed again with the Indus script.
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Ali, 2007. godine put mi se ponovo ukrstio sa indskim pismom.
06:22
That's when I was in India,
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Tada sam bio u Indiji
06:24
and I had the wonderful opportunity
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i pružila mi se sjajna prilika
06:26
to meet with some Indian scientists
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da upoznam neke indijske naučnike
06:28
who were using computer models to try to analyze the script.
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koji su koristili računarske simulacije kako bi analizirali indsko pismo.
06:31
And so it was then that I realized
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I tako sam tada shvatio da postoji šansa da
06:33
there was an opportunity for me to collaborate with these scientists,
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sarađujem sa tim naučnicima
06:36
and so I jumped at that opportunity.
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te sam tu priliku ugrabio.
06:38
And I'd like to describe some of the results that we have found.
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Hteo bih da opišem neke rezultate na koje smo naišli.
06:40
Or better yet, let's all collectively decipher.
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Ili, još bolje, hajde da ih zajedno dešifrujemo.
06:43
Are you ready?
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Jeste li spremni?
06:45
The first thing that you need to do when you have an undeciphered script
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Prvo što treba da uradite kada imate nedešifrovan tekst
06:48
is try to figure out the direction of writing.
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je da probate da odredite smer pisanja.
06:50
Here are two texts that contain some symbols on them.
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Ovo su dva teksta sa znakovima.
06:53
Can you tell me
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Možete li mi reći
06:55
if the direction of writing is right to left or left to right?
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da li je smer pisanja s desna na levo, ili s leva na desno?
06:58
I'll give you a couple of seconds.
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Daću vam malo vremena.
07:01
Okay. Right to left, how many? Okay.
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Dobro. S desna na levo, koliko vas? Dobro.
07:04
Okay. Left to right?
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S leva na desno?
07:06
Oh, it's almost 50/50. Okay.
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Skoro 50 prema 50. Dobro.
07:08
The answer is:
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Odgovor je:
07:10
if you look at the left-hand side of the two texts,
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ako pogledate levu stranu oba teksta,
07:12
you'll notice that there's a cramping of signs,
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primetićete da su znakovi zbijeni
07:15
and it seems like 4,000 years ago,
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da je pisaru pre 4000 godina,
07:17
when the scribe was writing from right to left,
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kada je pisao s desna na levo,
07:19
they ran out of space.
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nestalo prostora.
07:21
And so they had to cram the sign.
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I zato je morao da zbije znakove.
07:23
One of the signs is also below the text on the top.
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Jedan znak je takođe ispod teksta na vrhu.
07:25
This suggests the direction of writing
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Ovo ukazuje da je smer pisanja
07:27
was probably from right to left,
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verovatno s desna na levo,
07:29
and so that's one of the first things we know,
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i to je jedna od prvih stvari koje znamo -
07:31
that directionality is a very key aspect of linguistic scripts.
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da je smer pisanja ključan faktor jezičkih pisama.
07:34
And the Indus script now has
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A indsko pismo sada ima
07:36
this particular property.
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ovu ključnu karakteristiku.
07:38
What other properties of language does the script show?
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Koje druge karakteristike jezika ima ovaj tekst?
07:40
Languages contain patterns.
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Jezici imaju šablone.
07:42
If I give you the letter Q
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Ako vam navedem slovo P
07:44
and ask you to predict the next letter, what do you think that would be?
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i tražim da predvidite naredno slovo, šta mislite koje će to slovo biti?
07:47
Most of you said U, which is right.
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Većina vas je rekla I, što je tačno.
07:49
Now if I asked you to predict one more letter,
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Ako bih vam tražio da predvidite još jedno slovo,
07:51
what do you think that would be?
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šta mislite koje bi to slovo bilo?
07:53
Now there's several thoughts. There's E. It could be I. It could be A,
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Ima više opcija. Npr. T. Može biti V. Može biti K,
07:56
but certainly not B, C or D, right?
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ali svakako ne Đ, NJ ili U, zar ne?
07:59
The Indus script also exhibits similar kinds of patterns.
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Indsko pismo takođe ima slične šablone.
08:02
There's a lot of text that start with this diamond-shaped symbol.
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Dosta tekstova počinje ovim znakom u obliku dijamanta.
08:05
And this in turn tends to be followed
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Njega obično prati
08:07
by this quotation marks-like symbol.
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ovaj znak u obliku navodnika.
08:09
And this is very similar to a Q and U example.
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Ovo je vrlo slično primeru sa P i I.
08:11
This symbol can in turn be followed
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Ovaj znak obično prate
08:13
by these fish-like symbols and some other signs,
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ovi znakovi u obliku ribe i neki drugi znakovi
08:16
but never by these other signs at the bottom.
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ali nikad ovi drugi znakovi na dnu.
08:18
And furthermore, there's some signs
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Štaviše, neki znakovi
08:20
that really prefer the end of texts,
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se često javljaju na kraju tekstova,
08:22
such as this jar-shaped sign,
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kao ovaj znak u obliku tegle,
08:24
and this sign, in fact, happens to be
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a ovaj znak, u stvari,
08:26
the most frequently occurring sign in the script.
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je znak koji se najčešće javlja u indskom pismu.
08:28
Given such patterns, here was our idea.
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Na osnovu ovih šablona, imali smo sledeću ideju.
08:31
The idea was to use a computer
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Ideja je bila da se koristi računar
08:33
to learn these patterns,
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koji bi naučio ove šablone.
08:35
and so we gave the computer the existing texts.
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te smo postojeće tekstove prebacili u računar.
08:38
And the computer learned a statistical model
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Računar je sastavio statistički model
08:40
of which symbols tend to occur together
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simbola koji se javljaju zajedno
08:42
and which symbols tend to follow each other.
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i koji simboli slede jedni druge.
08:44
Given the computer model,
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Uzevši u obzir ovaj računarski model,
08:46
we can test the model by essentially quizzing it.
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možemo da ga testiramo postavljajući pitanja.
08:49
So we could deliberately erase some symbols,
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Možemo namerno brisati neke znakove
08:51
and we can ask it to predict the missing symbols.
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i možemo mu tražiti da predviti znakove koji nedostaju.
08:54
Here are some examples.
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Evo nekih primera.
09:00
You may regard this
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Ovo se može smatrati
09:02
as perhaps the most ancient game
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možda najstarijom igrom
09:04
of Wheel of Fortune.
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kola sreće.
09:08
What we found
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Otkrili smo da je
09:10
was that the computer was successful in 75 percent of the cases
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računar bio uspešan u 75% slučajeva
09:12
in predicting the correct symbol.
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predviđanja ispravnog znaka.
09:14
In the rest of the cases,
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U ostalim slučajevima
09:16
typically the second best guess or third best guess was the right answer.
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je obično drugi ili treći pogodak bio ispravan.
09:19
There's also practical use
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Postoji i praktična primena
09:21
for this particular procedure.
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ovog konkretnog postupka.
09:23
There's a lot of these texts that are damaged.
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Mnogo tekstova je oštećeno.
09:25
Here's an example of one such text.
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Evo primera jednog takvog teksta.
09:27
And we can use the computer model now to try to complete this text
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Računarski model možemo iskoristiti da upotpunimo ovaj tekst
09:30
and make a best guess prediction.
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i predvidimo najbliži pogodak.
09:32
Here's an example of a symbol that was predicted.
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Evo primera predviđenog znaka.
09:35
And this could be really useful as we try to decipher the script
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Ovo može biti vrlo korisno dok pokušavamo da dešifrujemo pismo
09:37
by generating more data that we can analyze.
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stvaranjem mnogo više podataka koje možemo da analiziramo.
09:40
Now here's one other thing you can do with the computer model.
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Evo šta možemo uraditi s tim računarskim modelom.
09:43
So imagine a monkey
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Zamislite da majmun
09:45
sitting at a keyboard.
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sedi za tastaturom.
09:47
I think you might get a random jumble of letters that looks like this.
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Iz toga se mogu dobiti nasumične skupine ovakvih slova.
09:50
Such a random jumble of letters
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Za takav nasumični skup slova
09:52
is said to have a very high entropy.
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kaže se da ima vrlo visoku entropiju.
09:54
This is a physics and information theory term.
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To je termin iz fizike i teorije informacija.
09:56
But just imagine it's a really random jumble of letters.
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Ali, zamislite da je to običan nasumični skup slova.
09:59
How many of you have ever spilled coffee on a keyboard?
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Koliko vas je nekad prosulo kafu na tastaturu?
10:03
You might have encountered the stuck-key problem --
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Verovatno vam se javio problem zaglavljene tipke --
10:05
so basically the same symbol being repeated over and over again.
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u suštini, isto slovo koje se neprestano ponavlja.
10:08
This kind of a sequence is said to have a very low entropy
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Za ovakav niz se kaže da ima vrlo nisku entropiju
10:11
because there's no variation at all.
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zato što uopšte ne postoje varijacije.
10:13
Language, on the other hand, has an intermediate level of entropy;
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Jezik, s druge strane, ima srednji nivo entropije;
10:16
it's neither too rigid,
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nije ni previše rigidan
10:18
nor is it too random.
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niti je previše nasumičan.
10:20
What about the Indus script?
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A šta je sa indskim pismom?
10:22
Here's a graph that plots the entropies of a whole bunch of sequences.
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Ovo je grafik koji prikazuje entropije jednog čitavog niza.
10:26
At the very top you find the uniformly random sequence,
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Na samom vrhu je ravnomerno slučajan niz,
10:28
which is a random jumble of letters --
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koji je nasumična skupina slova -
10:30
and interestingly, we also find
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i, zanimljivo, tu je i
10:32
the DNA sequence from the human genome and instrumental music.
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niz iz genoma ljudskog DNK i instrumentalne muzike.
10:35
And both of these are very, very flexible,
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Oba niza su vrlo, vrlo fleksibilna
10:37
which is why you find them in the very high range.
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i zato se oni nalaze u visokom rasponu.
10:39
At the lower end of the scale,
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Na nižem kraju skale
10:41
you find a rigid sequence, a sequence of all A's,
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vidite rigidan niz, niz svih A,
10:43
and you also find a computer program,
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i vidite i računarski program.
10:45
in this case in the language Fortran,
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U ovom slučaju, na programskom jeziku fortran,
10:47
which obeys really strict rules.
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koji poštuje vrlo stroga pravila.
10:49
Linguistic scripts
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Jezička pisma
10:51
occupy the middle range.
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su na sredini skale.
10:53
Now what about the Indus script?
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A šta je sa indskim pismom?
10:55
We found that the Indus script
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Otkrili smo da indsko pismo
10:57
actually falls within the range of the linguistic scripts.
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zapravo potpada unutar raspona tih jezičkih pisama.
10:59
When this result was first published,
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Kada je to otkriće prvi put objavljeno
11:01
it was highly controversial.
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bilo je vrlo kontroverzno.
11:04
There were people who raised a hue and cry,
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Bilo je ljudi koji su podigli hajku
11:07
and these people were the ones who believed
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i nisu uopšte verovali
11:09
that the Indus script does not represent language.
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da je indsko pismo jezik.
11:12
I even started to get some hate mail.
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Čak sam dobijao i preteća pisma.
11:14
My students said
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Studenti su mi rekli
11:16
that I should really seriously consider getting some protection.
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da ozbiljno razmislim o traženju zaštite.
11:19
Who'd have thought
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Ko bi i pomislio
11:21
that deciphering could be a dangerous profession?
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da dešifrovanje može biti opasno zanimanje?
11:23
What does this result really show?
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Šta ovo otkriće zapravo znači?
11:25
It shows that the Indus script
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Znači da indsko pismo
11:27
shares an important property of language.
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ima jednu važnu karakteristiku jezika.
11:29
So, as the old saying goes,
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Tako da, kao što kaže stara izreka,
11:31
if it looks like a linguistic script
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ako izgleda kao jezičko pismo
11:33
and it acts like a linguistic script,
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i ako se ponaša kao jezičko pismo
11:35
then perhaps we may have a linguistic script on our hands.
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onda možda u rukama stvarno imamo jezičko pismo.
11:38
What other evidence is there
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Koji su drugi dokazi
11:40
that the script could actually encode language?
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da indsko pismo možda sadrži neki jezik?
11:42
Well linguistic scripts can actually encode multiple languages.
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Zapravo, jezička pisma mogu da sadrže više jezika
11:45
So for example, here's the same sentence written in English
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Npr. ovo je jedna ista rečenica koja je zapisana na engleskom
11:48
and the same sentence written in Dutch
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i holandskom,
11:50
using the same letters of the alphabet.
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pri čemu su korišćena ista alfabetska slova.
11:52
If you don't know Dutch and you only know English
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Ako ne znate holandski nego samo engleski,
11:55
and I give you some words in Dutch,
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i ako vam kažem neke reči na holandskom,
11:57
you'll tell me that these words contain
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reći ćete mi da te reči sadrže
11:59
some very unusual patterns.
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neke veoma neobične šablone.
12:01
Some things are not right,
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Neke stvari nisu u redu
12:03
and you'll say these words are probably not English words.
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i reći ćete da te reči verovatno nisu engleske.
12:06
The same thing happens in the case of the Indus script.
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Ista stvar se događa sa indskim jezikom.
12:08
The computer found several texts --
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Računar je našao da nekoliko tekstova -
12:10
two of them are shown here --
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od kojih su dva ovde prikazana -
12:12
that have very unusual patterns.
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imaju vrlo neobične šablone.
12:14
So for example the first text:
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Tako npr. u prvom tekstu
12:16
there's a doubling of this jar-shaped sign.
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imamo dva znaka u obliku tegle.
12:19
This sign is the most frequently-occurring sign
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Ovaj znak se najčešće javlja
12:21
in the Indus script,
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u indskom pismu,
12:23
and it's only in this text
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i jedino se u ovom tekstu
12:25
that it occurs as a doubling pair.
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javlja u paru.
12:27
Why is that the case?
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Zašto je to tako?
12:29
We went back and looked at where these particular texts were found,
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Vratili smo se i pogledali gde su ovi tekstovi pronađeni
12:32
and it turns out that they were found
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i ispostavilo se da su pronađeni
12:34
very, very far away from the Indus Valley.
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vrlo, vrlo daleko od Doline Inda.
12:36
They were found in present day Iraq and Iran.
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Pronađeni su u današnjem Iraku i Iranu.
12:39
And why were they found there?
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A zašto su pronađeni baš tamo?
12:41
What I haven't told you is that
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Nisam vam rekao da
12:43
the Indus people were very, very enterprising.
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je indski narod bio vrlo, vrlo preduzimljiv.
12:45
They used to trade with people pretty far away from where they lived,
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Trgovali su sa ljudima koji su bili veoma udaljeni od područja u kome su živeli,
12:48
and so in this case, they were traveling by sea
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i, u ovom slučaju, plovili su morem
12:51
all the way to Mesopotamia, present-day Iraq.
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čak do Mesopotamije - današnjeg Iraka.
12:54
And what seems to have happened here
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Čini se da se ovde desilo to
12:56
is that the Indus traders, the merchants,
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da su indski trgovci
12:59
were using this script to write a foreign language.
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koristili ovo pismo da pišu stranim jezikom.
13:02
It's just like our English and Dutch example.
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Isto kao u našem primeru sa engleskim i holandskim.
13:04
And that would explain why we have these strange patterns
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To bi objasnilo te čudne šablone
13:06
that are very different from the kinds of patterns you see in the text
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koji se vrlo razlikuju od šablona u tekstu
13:09
that are found within the Indus Valley.
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koji je nađen u Dolini Inda.
13:12
This suggests that the same script, the Indus script,
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Ovo navodi na zaključak da se isto pismo, indsko pismo,
13:14
could be used to write different languages.
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može koristiti u pisanju različitih jezika.
13:17
The results we have so far seem to point to the conclusion
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Dosadašnji rezultati ukazuju na zaključak da
13:20
that the Indus script probably does represent language.
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indsko pismo verovatno jeste jezik.
13:23
If it does represent language,
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Ako jeste,
13:25
then how do we read the symbols?
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kako da onda čitamo znakove?
13:27
That's our next big challenge.
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To nam je sledeći veliki izazov.
13:29
So you'll notice that many of the symbols
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Primetićete da su mnogi simboli
13:31
look like pictures of humans, of insects,
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nalik na slike ljudi, insekata,
13:33
of fishes, of birds.
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riba, ptica.
13:36
Most ancient scripts
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Mnoga antička pisma
13:38
use the rebus principle,
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koriste princip rebusa,
13:40
which is, using pictures to represent words.
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koji koristi slike koje predstavljaju reči.
13:43
So as an example, here's a word.
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Npr. evo jedne reči. [eng. belief - verovanje]
13:46
Can you write it using pictures?
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Možete li da je zapišete pomoću slika?
13:48
I'll give you a couple seconds.
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Daću vam nekoliko sekundi.
13:50
Got it?
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Jeste li uspeli?
13:52
Okay. Great.
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Dobro. Odlično.
13:54
Here's my solution.
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Evo mog rešenja.
13:56
You could use the picture of a bee followed by a picture of a leaf --
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Može se koristiti slika pčele [BEE] koju sledi slika lista [LEAF]
13:58
and that's "belief," right.
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i to je "belief", je l' tako?
14:00
There could be other solutions.
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Postoje i druga rešenja.
14:02
In the case of the Indus script,
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U slučaju indskog pisma,
14:04
the problem is the reverse.
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problem je obrnut.
14:06
You have to figure out the sounds of each of these pictures
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Treba da se otkriju zvuci svake ove sličice
14:09
such that the entire sequence makes sense.
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tako da čitav niz ima smisla.
14:11
So this is just like a crossword puzzle,
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Isto kao kod osmosmerke,
14:14
except that this is the mother of all crossword puzzles
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samo što je ovo majka svih osmosmerki,
14:17
because the stakes are so high if you solve it.
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zato što je ulog za njeno rešavanje jako visok.
14:21
My colleagues, Iravatham Mahadevan and Asko Parpola,
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Moje kolege, Iravatam Mahadevan i Asko Parpola,
14:24
have been making some headway on this particular problem.
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napravili su određen pomak u rešavanju ovog problema.
14:26
And I'd like to give you a quick example of Parpola's work.
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I daću vam kratak primer Parpolinog rada.
14:28
Here's a really short text.
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Evo jednog vrlo kratkog teksta.
14:30
It contains seven vertical strokes followed by this fish-like sign.
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Sadrži sedam vertikalnih linija iza kojih je ovaj znak nalik na ribu.
14:33
And I want to mention that these seals were used
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I treba da spomenem da su ovi pečati korišteni
14:35
for stamping clay tags
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za pečatiranje glinenih pločica
14:37
that were attached to bundles of goods,
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koje su bile zakačene za svežnjeve robe,
14:39
so it's quite likely that these tags, at least some of them,
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tako da je vrlo verovatno da su te pločice, ili bar neke od njih,
14:42
contain names of merchants.
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sadržale imena trgovaca.
14:44
And it turns out that in India
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Ispostavilo se da u Indiji
14:46
there's a long tradition
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postoji duga tradicija
14:48
of names being based on horoscopes
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imena zasnovanih na horoskopskim znacima
14:50
and star constellations present at the time of birth.
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i sazvežđima koja su bila na nebu u trenutku rođenja.
14:53
In Dravidian languages,
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U dravidskim jezicima,
14:55
the word for fish is "meen"
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reč za ribu je "meen",
14:57
which happens to sound just like the word for star.
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i ona zvuči isto kao reč koja označava zvezdu.
15:00
And so seven stars
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I tako sedam zvezda
15:02
would stand for "elu meen,"
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bi moglo označavati "elu meen",
15:04
which is the Dravidian word
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što je dravidska reč
15:06
for the Big Dipper star constellation.
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za sazvežđe Veliki medved.
15:08
Similarly, there's another sequence of six stars,
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Slično tome, postoji drugi niz od šest zvezda
15:11
and that translates to "aru meen,"
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koji se prevodi kao "aru meen",
15:13
which is the old Dravidian name
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što je starodravidski naziv
15:15
for the star constellation Pleiades.
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za zvezdano jato Plejade.
15:17
And finally, there's other combinations,
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I konačno, postoje i druge kombinacije,
15:20
such as this fish sign with something that looks like a roof on top of it.
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poput ovog znaka u obliku ribe sa nekakvim krovom odgore.
15:23
And that could be translated into "mey meen,"
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To se može prevesti kao "mey meen",
15:26
which is the old Dravidian name for the planet Saturn.
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što je starodravidski naziv za planetu Saturn.
15:29
So that was pretty exciting.
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Ovo je bilo vrlo uzbudljivo.
15:31
It looks like we're getting somewhere.
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Izgleda kao da smo na tragu nečeg.
15:33
But does this prove
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Ali, da li ovo dokazuje
15:35
that these seals contain Dravidian names
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da ovi pečati sadrže dravidska imena
15:37
based on planets and star constellations?
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zasnovana na planetama i sazvežđima?
15:39
Well not yet.
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Još uvek ne.
15:41
So we have no way of validating
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Nemamo način da potvrdimo
15:43
these particular readings,
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ova tumačenja,
15:45
but if more and more of these readings start making sense,
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ali, ako sve više ovih tumačenja počnu da imaju smisla,
15:48
and if longer and longer sequences
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i ako se ispostavi da sve duži nizovi
15:50
appear to be correct,
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budu tačni,
15:52
then we know that we are on the right track.
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onda ćemo znati da smo na dobrom putu.
15:54
Today,
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Danas,
15:56
we can write a word such as TED
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možemo da napišemo reč kao što je TED
15:59
in Egyptian hieroglyphics and in cuneiform script,
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koristeći egipatske hijeroglife i klinasto pismo
16:02
because both of these were deciphered
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zato što je i jedno i drugo dešifrovano
16:04
in the 19th century.
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u devetnaestom veku.
16:06
The decipherment of these two scripts
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Dešifrovanje ova dva pisma
16:08
enabled these civilizations to speak to us again directly.
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omogućilo je da nam se njihove civilizacije neposredno obrate.
16:11
The Mayans
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Maje
16:13
started speaking to us in the 20th century,
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su nam se obratile u dvadesetom veku,
16:15
but the Indus civilization remains silent.
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ali je indska civilizacija još uvek nema.
16:18
Why should we care?
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Zašto bi nas bilo briga?
16:20
The Indus civilization does not belong
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Indska civilizacija ne pripada
16:22
to just the South Indians or the North Indians
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samo južnim i severnim Indijcima
16:24
or the Pakistanis;
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ili Pakistancima;
16:26
it belongs to all of us.
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ona pripada svima nama.
16:28
These are our ancestors --
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To su naši preci -
16:30
yours and mine.
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i vaši i moji.
16:32
They were silenced
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Oni su ostali nemi
16:34
by an unfortunate accident of history.
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zbog pukog slučaja tokom istorije.
16:36
If we decipher the script,
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Ako dešifrujemo ovo pismo,
16:38
we would enable them to speak to us again.
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omogućili bismo im da nam se ponovo obrate.
16:40
What would they tell us?
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Šta bi nam mogli reći?
16:43
What would we find out about them? About us?
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Šta bismo mogli saznati o njima? O nama?
16:46
I can't wait to find out.
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Jedva čekam da saznam.
16:49
Thank you.
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Hvala.
16:51
(Applause)
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(Aplauz)
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