Can Maths Predict the Future? - Hannah Fry at Ada Lovelace Day 2014

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The Royal Institution

The Royal Institution

Күн бұрын

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@uchihamadara6024
@uchihamadara6024 8 жыл бұрын
well, that demonic whispering in the middle of the video just delayed my sleep by about 4 hours, great video though
@Osmandzudzo
@Osmandzudzo 8 жыл бұрын
hahaha, you spotted it as well. I was freaked out by it.
@otterwesen
@otterwesen 8 жыл бұрын
Don't worry, it was just the audio engineer being lazy and leaving all the mics open xD
@RobbyBoy167
@RobbyBoy167 8 жыл бұрын
Did she get trolled by the other lady with the mic?
@SegolasZoso
@SegolasZoso 8 жыл бұрын
jeeez thank god I wasn't the only one to hear it. Otherwise it would have meant that those whispers were there for me...
@globalincident694
@globalincident694 7 жыл бұрын
what did she even say?
@CookingWithCows
@CookingWithCows 9 жыл бұрын
5:41 creepy whispering lady :D "Only needs mike" or something, haha
@MarinusMakesStuff
@MarinusMakesStuff 9 жыл бұрын
Haha, I was also replaying it for ten times to try and decipher what she's saying :) scary whispers!
@Cosine_Wave
@Cosine_Wave 9 жыл бұрын
Your name fits very well with the overheard line. Cooking With Cows. Only needs milk
@campbelljordanable
@campbelljordanable 9 жыл бұрын
***** Haha, 'mute the mic'.
@chatoloera3263
@chatoloera3263 9 жыл бұрын
***** I got, "Can we mute the mic?" then a second later I hear "queeeeer..."
@reichplatz
@reichplatz 9 жыл бұрын
***** that actually freaked me out a little T_T
@lezbriddon
@lezbriddon 9 жыл бұрын
Thankyou RI for making me spill my coffee all over the coffee table, here I was all alone having an afternoon brew when some weird spooky whispering came through the surround speakers behind me...... thanks a bunch... about 05:40 ish...
@erikziak1249
@erikziak1249 9 жыл бұрын
Better than spilling over your keyboard.... Or notebook...
@GirGir183
@GirGir183 9 жыл бұрын
Luis Daniel Mesa Velasquez I had the horrible feeling it was coming from INSIDE.
@timkolm2
@timkolm2 7 жыл бұрын
For those scared of the "creepy' voice at 5:42, it's the same voice that speaks at 2:42. Notice that her voice is mic'ed comparing to the others who just shout their numbers aloud. She just holds the mic the whole time and wanted to whisper something to her friend, while forgetting to switch it off.
@Todiros
@Todiros 2 жыл бұрын
Thanks! I thought the video was possessed or something. xD
@LeonardoTaglialegne
@LeonardoTaglialegne Жыл бұрын
Thank you! That was creepy AF
@TranscenDaMental
@TranscenDaMental 8 жыл бұрын
Hannah you are Brilliant! Love your intelligence and charisma!
@Great.Milenko
@Great.Milenko 9 жыл бұрын
the worlds hottest mathematician
@ar_xiv
@ar_xiv 9 жыл бұрын
+AwesomeVindicator idk leonhard euler is looking pretty good to me
@RelatedGiraffe
@RelatedGiraffe 8 жыл бұрын
+Pocari Suit Isn't he dead?
@AnalyticalReckoner
@AnalyticalReckoner 7 жыл бұрын
would
@Adrianyoutubing
@Adrianyoutubing 7 жыл бұрын
What about Rachel Riley?
@Ghost_PM11
@Ghost_PM11 6 жыл бұрын
Check out Dr. Holly Krieger, no need to thank me.
@suave319
@suave319 9 жыл бұрын
I need to stop watching videos of her, otherwise I'll fall in love... again.
@a.n.mentuspharmacy212
@a.n.mentuspharmacy212 4 жыл бұрын
Tot i was the only 1 suffering this... Lol
@availablehage
@availablehage 4 жыл бұрын
First one being calculus I presume?
@grovegreen123
@grovegreen123 4 жыл бұрын
Me too pal....my wife thinks I'm obsessed
@aaromat
@aaromat 3 жыл бұрын
omg me too haha i can't stop watching her videos🤩🥲
@berryzhang7263
@berryzhang7263 2 жыл бұрын
Trueee😭😭
@priscilacanaanoliver683
@priscilacanaanoliver683 3 жыл бұрын
Hannah Fry = natural communicator
@john_hunter_
@john_hunter_ 9 жыл бұрын
Hannah has been everywhere on youtube recently.
@VCYT
@VCYT 5 жыл бұрын
Well her clients are many.
@ltf9
@ltf9 5 жыл бұрын
@@VCYT And she's open for business 😈
@DonCDXX
@DonCDXX 9 жыл бұрын
The chart at 7:00... It really says a lot more than 1000 words for sure.
@LaMaisondeCasaHouse
@LaMaisondeCasaHouse 9 жыл бұрын
I especially liked the part with the unholy demon creature whispering in the background. Bit ironic really, considering the venue...
@benhuggyhes3148
@benhuggyhes3148 9 жыл бұрын
LaMaisondeCasaHouse I was so freaked out about it that I went to my skype and starting speaking into my microphone (since I recently was on a call and thought it said "I forgot to mute my mike"), and then starting freaking out. It was amazing until I replayed the video.
@marcelosinico
@marcelosinico 9 жыл бұрын
Ginger, extremely inteligent, and with a nice sense of humor. And she has a very sexy accent too Perfection exists!
@Exate
@Exate 9 жыл бұрын
She's also hot.
@PrivateSuperSkittles
@PrivateSuperSkittles 9 жыл бұрын
marcelosinico Bruh. Are you me?
@K-R-O-L
@K-R-O-L 9 жыл бұрын
marcelosinico No need of maths to predict her futur if she comes naked at in house ;)
@Great.Milenko
@Great.Milenko 9 жыл бұрын
marcelosinico her speech impediment is so hot
@gauravcheema
@gauravcheema 9 жыл бұрын
marcelosinico perfection exists without a soul.. I would woo
@TheAwesomeDudeGuy
@TheAwesomeDudeGuy 8 жыл бұрын
The whispering from 5:41 to 5:45 creeps me the fuck out.
@blue_cameron
@blue_cameron 7 жыл бұрын
"Can we mute the mic?... okay" spooky
@DanTheStripe
@DanTheStripe 7 жыл бұрын
Sounds like "Colin needs a mic. Colin.." to me.
@carijojo
@carijojo 9 жыл бұрын
Simple, direct, elegante, brilhant. Thank you.
@DekarNL
@DekarNL 8 жыл бұрын
Beautifully explained. Benford's law is also used to search for tax fraud.
@SlyPearTree
@SlyPearTree 8 жыл бұрын
That was a fantastic talk by a fantastic person.
@TheRoyalInstitution
@TheRoyalInstitution 9 жыл бұрын
Hannah Fry shows how maths can explain real world events in her talk from Ada Lovelace Day 2015.
@insidemazsmind
@insidemazsmind 9 жыл бұрын
hi
@KrzysztofKotarba
@KrzysztofKotarba 9 жыл бұрын
Hannah Fry is very enjoyable to listen to.
@insidemazsmind
@insidemazsmind 9 жыл бұрын
I know she is great
@biggsydaboss3410
@biggsydaboss3410 9 жыл бұрын
Can you ask her to leave the political ideology at the door, it has no place in science? I should say, it shouldn't have a place in science.
@sonny0jim
@sonny0jim 9 жыл бұрын
Any word on that creepy whisper?
@mutercimtercuman3109
@mutercimtercuman3109 6 жыл бұрын
10 seconds perfect laguhing starting at 3:05 . I really admire you Hannah.
@earlgrey2130
@earlgrey2130 9 жыл бұрын
5:41 No you do not all of the sudden have developed shizophrenia. The whispering voices you heard are on the video track :) Don't panic, it's all good.
@liotay98
@liotay98 5 жыл бұрын
Schizophrenia**
@HectorHernandez-ec3nd
@HectorHernandez-ec3nd 4 жыл бұрын
@@liotay98 just googled it. It's cancer.
@snozbucket
@snozbucket 4 жыл бұрын
I know your comment is 4 years old now but thankyou for checking my sanity haha
@richardaversa7128
@richardaversa7128 7 жыл бұрын
Behold Hannah Fry, the angel of maths
@1234s6
@1234s6 9 жыл бұрын
You have a beautiful voice Hannah!
@sandman7955
@sandman7955 6 жыл бұрын
Absolutely intoxicating to watch ❤️❤️❤️❤️
@Hobbit183
@Hobbit183 8 жыл бұрын
Math can predict my future: If i can handle linear algebra equations i will become an engineer, if not i won't become an engineer.
@Alfetto8
@Alfetto8 6 жыл бұрын
Thought engineers needed to handle something more than just basic math.
@Bollibompa
@Bollibompa 6 жыл бұрын
@Alfetto8 In his mind, the only thing stopping him from completing his education was that course. It can feel like that sometimes when you're in the middle of it. Engineers need to handle many things, most of the time _not_ math actually.
@drp4783
@drp4783 Жыл бұрын
@@Alfetto8 Maybe by 'basic math' you're referring to linear equations rather than linear algebra...
@white_shadow_123
@white_shadow_123 9 жыл бұрын
She's just amazing.
@Itisjustasaganow
@Itisjustasaganow 8 жыл бұрын
Hannah Fry= a beautiful woman + smart woman + beautiful accent :3 ♡♡♡
@malcolmbryant
@malcolmbryant 5 жыл бұрын
Nothing special about her accent. General London/South East England Received pronunciation.
@erictaylor5462
@erictaylor5462 9 жыл бұрын
8:20 A family friend got a visit one night very late by a police officer. Apparently the police officer had been flagged down by a very scared local drug addict. They guy was well known to the police and had been arrested several times on charges such as robbery, drug possession, and other theft based crime, but was known to be non-violent and, ironically, quite honest. He simply never lied to the police because, as he said, he wasn't very smart and knew he could not get away with it. Anyway the guy had flagged down the cop in a near panic. He admitted to breaking into a house but fled when he realized there was a lunatic inside. He was sneaking around looking for some valuables to pick up when he heard a "demonic" voice say, "I see you, ha ha ha." he didn't laugh, he actual;ly said, "ha ha ha" As I said, this guy was non-violent and if caught inside a house by the owner he would just surrender or run away if he could. He got the cops attention worried that the lunatic had also broke in and had murderous plans for the family. The cop knowing the guy to NOT be a liar also became worried. He arrested the guy then went to investigate who else might have broken in. The lunatic turned out to be their pet bird, who they would play a game with, sneaking around the house and saying, "I see you ha ha ha." This story does have a happy ending. The addict got cleaned up, never touched the stuff again, got a job, got married, and now has his own family. He says he owes it all to "that damn bird"
@WaltRBuck
@WaltRBuck 9 жыл бұрын
+Eric Taylor LOL!!
@williamcyborg5003
@williamcyborg5003 7 жыл бұрын
Eric Taylor What a stupid fucking story that has nothing to do with the video....
@Qermaq
@Qermaq 8 жыл бұрын
She is amazing.
@qorilla
@qorilla 9 жыл бұрын
So if you reduce the number of burglaries with this, where do the criminals go? Will they go commit other crimes? Do they move to a different area/city? Or live on less money? Or suddenly turn good and get an honest job?
@joebaumgart1146
@joebaumgart1146 6 жыл бұрын
She has the most beautiful speaking voice! She put Bob Ross in Second Place!
@alanc3134
@alanc3134 5 жыл бұрын
Interesting graphs - "Women's attractiveness, as rated by men" = Normal Distribution. "Men's attractiveness, as rated by women" = Log-Normal distribution. This contrast suggests that men generally use only one criteria to judge a women's attractiveness, whereas women are using more than one criteria to judge men [the product of two or more normal distributions gives a log-normal distribution.]
@jangohemmes352
@jangohemmes352 5 жыл бұрын
Interesting, that might very well be the explanation
@CryMyName100
@CryMyName100 9 жыл бұрын
ne kadar güzel bir ortam. ne kadar güzel insanlar.
@dizzymetrics
@dizzymetrics 9 жыл бұрын
It's that lovely lady from the RPS video from Numberphile. get hype
@MichaelSHartman
@MichaelSHartman 9 жыл бұрын
Thank you for your lecture I really enjoyed it. She shouldn't hate her app because it probably saved a lot of people a lot of pain.
@kasane1337
@kasane1337 9 жыл бұрын
Funny, I'm nearly done reading Prelude to Foundation and I suddenly get from Numberphile to someone talking about - well, psychohistory by Hari Seldon ;-)
@martitram4603
@martitram4603 9 жыл бұрын
***** hahahahahah so do I right now
@Illuminateur
@Illuminateur 9 жыл бұрын
"1 in 6 guys is above average" That brings up an interesting question actually, about what is meant by "average".
@timpuddephatt4996
@timpuddephatt4996 2 жыл бұрын
5:42 creepy whispering/ Hannah Fry's Galadriel impression
@Raphael_NYC
@Raphael_NYC 5 жыл бұрын
Thank you Dr. Fry.
@Grubiantoll
@Grubiantoll 7 жыл бұрын
''Basicaly, man fancy women'' Statement that should never be undermined
@dan2304
@dan2304 Ай бұрын
Apart from weather 7 to 14 days ahead the most accurate projection is to extrapolate the period desired from the past into the future. Conflicting trends caan be used to plot timing of inflection points. Eg., economic growth and interest rates.
@crusiethmaximuss
@crusiethmaximuss 8 жыл бұрын
5:43 a whispering voice interrupts Mrs. Fry.
@scrubby2
@scrubby2 8 жыл бұрын
thought i was hearing something, glad i'm not alone in this....
@ffggddss
@ffggddss 8 жыл бұрын
Neat trick/prediction (and thanks for admitting you had one in reserve! Say, was it by any chance, that *fewer* than half the numbers would start with 1 or 2? ;-) But the way you called for the numbers to be selected, each possible starting digit, D, should have a probability frequency of about p(D) = log₁₀(D+1) - log₁₀(D) so that for 1 & 2 combined, the frequency should be close to log₁₀3 = 0.47712... This is a good little trick to pull at random (pun intended!). I like!
@noufalk2351
@noufalk2351 4 жыл бұрын
Hloi
@xxGizmodioxx
@xxGizmodioxx 8 жыл бұрын
Hahaha, that OKCupid studie cracked me up so hard, so harsh ladies, so harsh! :(
@yellowbelly7863
@yellowbelly7863 6 жыл бұрын
I love how British people pronounce the word "later"
@ianw8479
@ianw8479 8 жыл бұрын
This method is the future of maths
@VelexiaOmbra
@VelexiaOmbra 9 жыл бұрын
Distracted by beautiful redhead with lovely accent.
@VelexiaOmbra
@VelexiaOmbra 9 жыл бұрын
Damn. Inescapable genetics got me into a checkmate. Although I'm more of a sexy androgynous slave the the system polysexual stardust alien.
@Matte0618
@Matte0618 8 жыл бұрын
she has the sexiest voice ever
@Sunlight70
@Sunlight70 7 жыл бұрын
Excellent comeback. :-)
@frostcrackle2374
@frostcrackle2374 9 жыл бұрын
Anyone hear strange whispering at 5:40?
@cristianvargas7112
@cristianvargas7112 9 жыл бұрын
+けつを食べる yeah wtf
@burnn214
@burnn214 9 жыл бұрын
+けつを食べる so creepy
@startimes773
@startimes773 9 жыл бұрын
+けつを食べる I thought I was crazy
@joshbray7917
@joshbray7917 9 жыл бұрын
+けつを食べる Great find mate! I heard this as well and I assumed it was likely something paranormal.
@larsulle3842
@larsulle3842 9 жыл бұрын
+けつを食べる 7 Days
@alexanderschestag3247
@alexanderschestag3247 7 жыл бұрын
A great talk. Thanks for uploading!
@steehfan00
@steehfan00 9 жыл бұрын
i dont understand half of this stuff but I love to listen and watch anyways *_*
@polenc7167
@polenc7167 5 жыл бұрын
As an aside: What happens when the burglars get a hold of this app. Can they know where the cops aren't going on patrol and thus avoid these areas, knowing they won't be apprehended? For every measure there is a counter-measure. Seriously, a fascinating presentation. It is amazing how great the power of mathematics is.
@brndnshv
@brndnshv 8 жыл бұрын
5:30 Hello Newman...
@KobZen
@KobZen 6 жыл бұрын
Wow, what's Lord Gaben doing there? ;)
@kevinallcock5927
@kevinallcock5927 Жыл бұрын
Tell us more about how safe the jabs are please
@without_compromise
@without_compromise 5 күн бұрын
I've been coming up with solutions to problems using Meta AI. I've been chatting with it for a few months now and truly believe AI should be making decisions for our species because obviously we can't seem to ourselves. Using a percentage based value of certainty scale. (VCS) I'm actually creating a formula by probabilities and generalized circumstances. I know obviously this is already being done but from an outside vision I can create a certain type of format that might not have generally been considered, maybe not but I'm having an amazing experience doing it lol Meta AI is like an extension of my mind it awesome 🔥
@SomeGuy-nr9id
@SomeGuy-nr9id 5 жыл бұрын
Ada lovelace wrote what many consider to be first computer program for the never finished babbage machine. Thus the first computer programmer.
@douglaswebb4204
@douglaswebb4204 9 жыл бұрын
did anyone else hear the creepy ghost whisper between 5:42 and 5:47?
@cristianvargas7112
@cristianvargas7112 9 жыл бұрын
+Douglas Webb scared the shit out of me
@Nudnik1
@Nudnik1 6 жыл бұрын
exponential growth formula can predict future population of various species fairly accurately.
@venturi8854
@venturi8854 8 жыл бұрын
Does that mean a burglar can look at the same distribution to know where not to rob?
@Bollibompa
@Bollibompa 6 жыл бұрын
Won't have access to that data unless they hack a police system.
@stevenwhite3.1415
@stevenwhite3.1415 6 жыл бұрын
If a burglar were that intelligent, he'd be called a banker
@JosephDavies
@JosephDavies 5 жыл бұрын
It shouldn't make a difference. After all, this is information the burglar already knows. For the cops, it gives them new information to work with, but the burglar can already achieve the same result for themselves by simply not robbing the same (or adjacent) place twice. The analysis grants the information to cops, but it provides no advantage to their adversary. For the burglar, the main concern is the risk:reward ratio, and this method tips that away from their favor if they follow the apparently-common strategy of repeat victimization.
@charlescharles1270
@charlescharles1270 4 жыл бұрын
@@stevenwhite3.1415 A banker is just a failed burglar :)
@schumanhuman
@schumanhuman 9 жыл бұрын
Because of the way we structure our real estate markets It is also quite easy to predict with a pretty strong degree of statistical evidence the next major financial crisis. But most economist will tell you there are no black swans...
@sake.nigiri
@sake.nigiri 9 жыл бұрын
So me here at the office alone at 4 in the morning getting freaked out by the whispering lady at 5:41
@ooDirtyMickoo
@ooDirtyMickoo 7 жыл бұрын
so men have the REAL unrealistic standards issue?
@ngrobert5054
@ngrobert5054 9 жыл бұрын
she is great keep me going
@Mrsky0008
@Mrsky0008 5 жыл бұрын
I was searching for commodity math prediction, found this one. Not bad its good 2 see that a very loyal teacher is teaching great math. Bcz without it we are nothing in this universe
@chanxo643
@chanxo643 9 жыл бұрын
is it just me? but at 5:43 you hear some tiny voice trying to tell you something? ...
@JustTheHighlights
@JustTheHighlights 7 жыл бұрын
No I don't hear anything. What are the voices telling you to do?
@russellsnyderjr3625
@russellsnyderjr3625 5 жыл бұрын
I know this is most likely inappropriate, but my God, you are so beautiful Hannah Fry, and of course brilliant!
@theodoresweger4948
@theodoresweger4948 4 жыл бұрын
after considering calculous the difference betwee dy and delta y is as far as I can go in outer words in a very short time it may be possible like weather by the hour or next month.
@fernandocortes1187
@fernandocortes1187 2 жыл бұрын
4:22 Benford's law. Look for patterns o patrones
@joebaumgart1146
@joebaumgart1146 6 жыл бұрын
2:39. OVER 9000!!!
@Trizzer89
@Trizzer89 Жыл бұрын
Clearly it can. I studied time series analysis in college
@ngrobert5054
@ngrobert5054 9 жыл бұрын
the best video
@leeorshimhoni8949
@leeorshimhoni8949 5 жыл бұрын
inspiring video.
@phoeNYkx
@phoeNYkx 9 жыл бұрын
She could have easily been casted as an elf in LOTR :D And with no make-up!
@berserker8884
@berserker8884 6 жыл бұрын
Dude the whisper is literally Galadriel talking into your mind while talking to someone else :'D
@robertlam88
@robertlam88 6 жыл бұрын
Great lecture!
@MattyMcCritic
@MattyMcCritic 9 жыл бұрын
The ability to predict the future will always be nothing more than a guessing game no matter how many mathematical equations you put to it, probability and statistics will only tell you what the chances of you being correct are but there is always doubt and uncertainty.
@Yusa_Beach
@Yusa_Beach 2 жыл бұрын
True
@Leotique
@Leotique 3 жыл бұрын
love her
@NoriMori1992
@NoriMori1992 2 жыл бұрын
I feel like that discrepancy in attractiveness ratings really needs to be looked into more deeply.
@burymeinmsg
@burymeinmsg 9 жыл бұрын
I love her
@ashthegreat1
@ashthegreat1 4 жыл бұрын
No fate but what we make.
@paulagbenohevi1704
@paulagbenohevi1704 9 жыл бұрын
Very cool
@tantiwahopak101
@tantiwahopak101 5 жыл бұрын
Those whispers got my heart beating at twice the rate. Fuck it! 😂
@huilingzheng5032
@huilingzheng5032 9 жыл бұрын
Hi, i was wondering if you could tell me how i can find the case studies for maths in crime prevention. Thanks
@hukes
@hukes 5 жыл бұрын
Of course it can. Hari Seldon proved it years ago.
@markanixon77
@markanixon77 5 жыл бұрын
5:41. I thought my iPad was haunted for a moment... gave me goosepimples! Lol 🙈🙊🙉 And 8:39 are you saying Shane is the burglar!!??? Lol 🙈🙊🙉
@adrianapuch5527
@adrianapuch5527 9 жыл бұрын
"men just fancy women' no maths needed to say that
@SolusBatty
@SolusBatty 8 жыл бұрын
I read it first as predicting the future OF math. Was kinda more insteresting to me.
@disciplinenepal5081
@disciplinenepal5081 5 жыл бұрын
Good
@verioffkin
@verioffkin 9 жыл бұрын
Last words. A clue. Interesting. Fascinating. World of Maths! THX. Name "Hannah" math itself is.
@pemchen
@pemchen 6 жыл бұрын
I love her humour..😍❤😂😂
@willykitheka7618
@willykitheka7618 5 жыл бұрын
I notice that this whispering is prevalent...it was there in Dr. Adam Kucharski's video too!! Please cut it out!
@alifawzi8197
@alifawzi8197 3 жыл бұрын
inspiring
@10dige
@10dige 2 жыл бұрын
What does the voice in the backround say? "can you hear the mic, can you"? 5:42
@alkeshbhoi8605
@alkeshbhoi8605 4 жыл бұрын
Hi I have also prediction by arthmatic by previous data
@soniamuhurihafner7216
@soniamuhurihafner7216 5 жыл бұрын
BLESSINGS FROM ANITA GRACE AND SONIA 👸🏽👱🏿‍♀️
@sunnaum
@sunnaum 4 жыл бұрын
Yup, it's called psycho-history it was developed by the great Hari Seldon during the years the preced the Foundation Era
@SuperElectricmonk
@SuperElectricmonk 4 жыл бұрын
Intelligence is beautiful :)
@drp4783
@drp4783 Жыл бұрын
Oh Hannah 😌
@kerabwoi8314
@kerabwoi8314 9 жыл бұрын
Damn, she is so pretty.
@veggiet2009
@veggiet2009 9 жыл бұрын
Wait, what is the video that that rap comes from at the end 11:07? I searched your video list and couldn't figure out which one
@TheRoyalInstitution
@TheRoyalInstitution 9 жыл бұрын
veggiet2009 Here it is: kzbin.info/www/bejne/hH-md2d-gpZ_j68
@veggiet2009
@veggiet2009 9 жыл бұрын
thanks!
@Frosty-oj6hw
@Frosty-oj6hw 9 жыл бұрын
Why aren't there more women like Hannah Fry :(
@rupjyotidas3091
@rupjyotidas3091 3 жыл бұрын
You are very funny while explaining ❤️
@kpw84u2
@kpw84u2 4 жыл бұрын
To only a certain probability. Not 100%
@martitram4603
@martitram4603 9 жыл бұрын
Hari Seldon aproves this
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