for a neural network, there is no image, video, for a neural network there are only numbers. accordingly, we feed some data in the form of numbers to the input, inside. the neural network runs itself through hidden layers, compares it with the correct result and then corrects itself. a few years ago, such an operation would have required special software and enormous computing power, but now you can do something like this even using a regular smartphone. a month ago, another neural network was released that allows you to replace a face without preliminary preparation, without weeks of some kind of calculations. in real masks, the shadows are almost always unnatural, also strange blinks can randomly dilate or enlarge the pupils. if the attacker, well, for example, turns his head or between them ... and the camera is another object, the mask may disappear altogether. however, criminals also know the disadvantages of technology, and will not allow, as it should, to examine the generated image. the simplest thing is, of course, to lower the quality of the picture. they always pre

the rest is done by the so-called generative-adversarial neural network. two subsystems - a generator and a discriminator. one redraws the frames, and the other suggests what needs to be corrected to make it as close to the truth as possible. hello, i'm pavel durov. due to the threat of telegram's liquidation, i'm opening a new crowdfunding project, the most secure messenger, the keys to which even the french government won't have. contribute 200,000 rubles now. and then get millions. i'll send you the card number in a minute. a neural network is essentially a model that allows learning and has the ability to reverse. it would require special software and huge computing power, but now you can do something like this even using a regular smartphone. another neural network came out a month ago that allows you to replace a face without preliminary preparation, without weeks of calculations on powerful computers, but simply in real time using one photo. this is a neural network. the network takes into account the image and lighting, you can see how the shadows

we arejust a big neural network. it's because of - systems. we arejust a big neural network. 's because of pioneers like geoffrey hinton that - network. it's because of pioneers like geoffrey hinton that we - network. it's because of pioneers like geoffrey hinton that we have all of the opportunities ai has to offer. the challenge will be to prevent it getting out of control. pallab ghosh, bbc news. sky—watchers in scotland and north east england were treated to a rare celestial phenomenon last night known as �*steve' — short for strong thermal emission velocity enhancement — which sometimes appears during the northern lights. it's a thin purply coloured ribbon of light which lasts for 20 minutes to an hour. as well as steve, the northern lights were spotted across the uk last night from northern scotland to kent. i still have never seen them. have you seen them, ben? i haven't and there is a much chance tonight because for many of us there is a lot of cloud and rain. this was cardiff earlier on. a soggy scene. there is this rash of downpours and thunderstorms

without queues, how neural networks save time for doctors and patients, moscow experience, stories in which the final word is still for the person, and the non-working calendar, long weekends in 2025, from the new year onwards, let's go through the dates with attention to transfers, ugledar, the front is already moving further, about the liberation of this mining town. now is not the time to reveal secrets of a strategic nature, but some details of the operation of our stormtroopers are already known, their stories to our war correspondent alexei ivanov, how they managed to approach the enemy fortifications, break through his defense, and how the locals greeted them, clean faces, fresh uniforms, for the first time in many days of fighting, everything. matches the mood. from ugledar, the company commander with a bellied pirate fellow soldiers went out for one day specifically to meet with our film crew, told how together with the fighters, the far easterners, they installed the russian flag on one of the multi-story buildings , shared details of the assault. through minefields, along t

you can trade in artificial neural networks on which a no, no, to be tumors, images that, you know, does the products you trade the network. and then it can become very fast and efficient, finding this in images. and it can work much more quickly or to assist the doctor and much more certain in the diagnosis. and medical imaging is just one area where the research has had a huge impact. hey, i know also plays key roles and fields as diverse as large language models. particle physics at miss buick and climate modeling. and predicting the structure of proteins. the physics prize this year goes for research that has changed and continues to change the world as we know it. a lot of times, thanks for your company, the innovation green, the green revolution global. so listen to a lot of crime. it's probably up to speed. if the care assignments all subscribe to the general, every friday, subscribe to plan is a where the united states economy goes. the global economy follows, and who leads the country. you will have this.

we are just a big neural network. hello. couple of days, things are going to be turning just a little bit drier — at the same time, though, as northerly winds develop, it will also turn colder. low pressure is still in charge of the scene right now, this low still bringing some outbreaks of rain for parts of the uk. this deep low, ex—hurricane kirk, thankfully staying well away to the south of us, bringing some very wet and very windy weather to northern parts of spain. back home, some outbreaks of rain, mostly quite patchy, quite showery in nature, but the odd heavy burst across northern england, up into eastern scotland, rather cloudy and damp for parts of wales, the north midlands. northern ireland seeing a lot of clouds, some spots of rain and drizzle, as well. further south, south wales, southern england, a mix of sunny spells and showers, 16 or 17 celsius, but northern scotland turning brighter but colder later in the day, as these brisk northerly winds kick in, could even see some wintry showers over high ground in no

neural networks relieve doctors, help to put accurate diagnoses and never get tired.al technologies to help patients. moscow's experience is already being passed on to the region. i managed to donate blood, i managed to go for an x-ray, now i'm going for an ultrasound. without fuss, antonina evgenievna goes around the doctors in the city clinic before a planned hospitalization, says: everything is convenient. there is no doctor's report ahead , i didn't have to wait long for an x-ray specialist , artificial intelligence helps doctors evaluate the images, it's more reliable and faster, firstly, it's our assistant, and secondly, it reduces the time for description. if i work eight hours working day until four, somewhere i describe in the region of 80 studies per day. thousands of ct, mri, mammograms, x-rays flow into the capital's diagnostic center every day , the neural network sorts them under the supervision of a specialist, artificial intelligence, makes a conclusion. research using artificial intelligence, many large institutes would like to get such a system based

now it is not enough for doctors to simply receive a response from the neural network that certain deviations from the norm have been detected. now the doctor expects an analysis of these changes in dynamics. for example, six months ago it was detected. changes, what were its parameters, if it was a lesion, what size was it, and automatically asks the neural network to calculate, write down and issue, actually in such a text, simple and understandable form, and what happened with this change in six months, this is very important. the developers themselves say that no matter how digitalization develops, it will never replace live specialists. how do you rate the platforms? the systems that our domestic developers offer are good, in a word, good, the young generation of doctors, nurses who come, who know how to clearly formulate a task and achieve a result, and these are definitely the people who are moving forward very quickly. most doctors, by the way, competitors in smart services, do not look for data, they receive it. with their help, they allow us to take care not only of each individual

it is not enough for doctors and medical professionals to simply receive a response from the neural networkhat certain deviations from the norm have been detected, now the doctor expects an analysis of these changes in dynamics, for example, a change was detected six months ago, what were its parameters, if it was a focus, then what size was it, and automatically asks the eiroset? life expectancy, over the past 10 years it has grown from 70 to 73 years, in 2030 and the president has set the task of raising this figure to 78 years, by 2036 to 81 years. life around us is accelerating, flowing faster and faster, largely due to digitalization, but even in such a crazy rhythm you can find time for what is really important, it is never too late to take care of your health, and here digital solutions come to the rescue, even... it would seem that small efforts can lead to significant results. and, by the way, it will take you just a few seconds to go to our telegram channel, here is this qr code, there is also a lot of useful and interesting. a detailed study of the life of the region and acquaint

a neural network is essentially.ars ago, such an operation would have required special software and enormous computing power, but now you can do something like this even using an ordinary smartphone. month another neural network came out a while ago, which allows for face replacement without preliminary preparation, without multi-week calculations of powerful computers, but simply in real time one by one the photo network takes into account. and the image, the lighting, you can see how the shadows fall correctly, in general this is how sergey bezrukov will look, like this, then already the checks of cham or, for example, donald trump. the technology is becoming not only more accessible, but also more advanced. hence the logical question: how to protect yourself? in fact in fact, a trained eye can still distinguish a debfake from a real image. for example, on digital masks, shadows are almost always unnatural, also strange. they can randomly expand or enlarge the pupils. if the attacker, well, for example, turns his h

in ai, neural networks mimic the way our brains process information allowing oo recognize patterns and make decisions. and i is integrated into many of the tools we always use often without us even realizing it. so many of you open your phone using face id. when that happens your phone is using machine learning. it's taken an image of your face using 30,000 points of infrared light and then comparing the scanned with the image it is already stored of your face. also when you send an e-mail and e-mail program suggests the end of your sins is using artificial intelligence to determine which are most likely to say next based on a vast body of other text that it was trained on. and would you turn on a streaming service platform recommends what it thinks people want next it is using artificial intelligence analyze your past viewing patterns. with data and computer resource going to the next level in terms of scale, however, ai is now becoming more accessible and better in the form activities that we previously only exhibited to humans. because of this, ai has become more salient, or salient

you can do without neural networks to deceive the buyer, you need to take a stick, leaves and pears.tie a rope to the half -stem, tie such a pear to a stick. later we found out that it is better to use not a rope, but scotch tape, it holds the fruit better. with the same success we can make a tomato tree, a plum tree, an apricot tree, and seriously, a columnar pear does not exist, there is a super dwarf pear, which only remotely resembles a columnar pear. and at the market, together with garden blogger alesya danilova, we found, for example, a wild strawberry, supposedly a hybrid of wild strawberry and wild strawberry with a particularly sweet taste, another seller offered us black strawberries, but the woman tried to tear off the label on the pot for some reason, and having failed, she went to the hill for another seedling. it's great to get a black prince there, and there is an albion written there, but the label cannot be collected and sold, but i want a black berry, we also bought black raspberries and red hosta, let's see what grows from this, we'll plant it in partial shade, wa

i shouldn't be able to do everything we can do. modern artificial neural networks are structured on the to recipients ground breaking ideas in the field of statistical physics. their models allowed machines to start making apparently intuitive leaps through association, or identifying similar elements and systems like humans can. that's radically changed. for instance, cancer diagnosis. you can trade in artificial neural networks on which a no, no, to be tumors, images that you know, does the products you trade at work. and then it can be very fast and efficient, finding this in images. and it can work much more quickly or to assist the doctor and much more certain in the diagnosis. and medical imaging is just one area where the research has had a huge impact. hey, i know also plays key roles and fields as diverse as large language models. particle physics at mr. wyrick and climate modeling. and predicting the structure of proteins. the physics prize this year goes for research that has changed and continues to change the world as we know it. this is a reminder now of our top story, thi

citation for seminal discoveries and inventions that enable machine learning using artificial neural networksnd of the quote, well, now, if we translate it into a language that is more understandable to us, then these inventions are very important, because they made it possible to create neural networks that are used for the work of artificial intelligence, well, since we are all certain about artificial intelligence. we face each other in a way, having phones, computers, that's why it's really very important for us, tomorrow they will give the prize in chemistry, and here's the last bit, last night already at the end, when i was talking about the prize in medicine and physiology, the director is in my ear asked to explain why there is no prize, for example, in mathematics, i'll be honest, it slipped my mind even though i talked about it last year, the year before last, so i decided to go home, read it, and today i'll tell you. so why is there no math prize? there are two possible options, firstly, because nobel introduced himself which fields to award, and he thought that since he did not ne

astronomers now use the technology that emerged from neural networks to sift through the huge amountmages. it has also led to better climate—modelling systems. we are just a big neural net. it's because of pioneers like geoffrey hinton that we have all of the opportunities ai has to offer. the challenge will be to prevent it getting out of control. pallab ghosh, bbc news. and before we go, some stunning pictures of the night sky across the uk, as sky—watchers on monday were treated to the rare phenomenon known as steve. steve — or to give it its full name — strong thermal emission velocity enhancement — is unpredictable and only lasts for a short time. little is known about its formation and why it can sometimes appear during an aurora display. while auroras happen in an oval shape, steve appears as a ribbon and lasts for 20 minutes to an hour before disappearing. hello. tuesday brought no shortage of heavy downpours to many parts of the uk, but over the next couple of days, things are going to be turning just a little bit drier — at the same time, though, as northerly winds develop,

astronomers now use the technology that emerged from neural networks to sift through the huge amountedical images. it has also led to better climate modelling systems. we are just a big neural net. it's because of pioneers like geoffrey hinton that we have all of the opportunities ai has to offer. the challenge will be to prevent it getting out of control. pallab ghosh, bbc news. let's take a look at some other stories in the headlines. brazil's supreme court announced it's lifting a ban on x, formerly known as twitter, in the country. the platform had been banned for more than a month, after a supreme courtjustice accused x of undermining democracy by allowing accounts accused of spreading disinformation to continue posting. x's owner, elon musk, had accused thejustice of censorship. mr musk has not yet commented on tuesday's decision. president kais saeid won his bid for re—election in tunisia by an overwhelming majority. but the landslide victory is distorted by low voter turnout of less than a third of of the population. turnout of less than a third of the population. many people

perceive her as a political figure, i perceive it as a kind of collective biden, some kind of neural network live in the information age, and first of all it is important for us to ensure our information technological sovereignty, we talk about this all the time, maybe even someone underestimates rolfovich, who constantly at the front, which is engaged, in my opinion, with his own hands personally by the people's military-industrial complex, as far as you know, you can head the ministry of unmanned technologies, you understand, yes, i know that you want to go there, but in terms of specialization, these are serious things today, yes, what components do we use, what drones? this is not some kind of joke, therefore today, well, the recent decision of roskomnadzor to ban, for example, one of the applications, here we simply see a general policy, yes, probably, this has been successfully applied in china, we we are not building some kind of firewall, but we are protecting our information, including borders, except for us, right these days turkey blocked this same service, and we understand and s

he also wrote the key paper that explained neural networks. but anyway, it was essentially understanding that all intellectual activity depends on faith in a meaningful universe. and i tell that story in a chapter of the israel test. >> is one of the world's most profitable economies built on one of the world's most barren territories. israel challenges all of those materialist superstitions based on the distribution of natural resources and exploitation of land and labor. >> this is israel and anybody else gets about 1% of the middle east. and yet the economy is worth half a trillion dollars or more. in the market cap is bigger. that's a key force in the world economy.ul and it shows ultimate wealth from humanan minds. jewse are .04% of the world's population. half the nobel prizes are won by jews seven out of the top 10 richest men in the world are jews. jews lead many of the leading companies all around the world. this is why the world faces in israel test. whether you admire these people and learn from them and collaborate with them and ex

it is easy to guess that a neural network is used there, the service is free for users. a search with our artificial intelligence inside it, which will now allow you to not only search for the most relevant materials that are on the internet, but also bring a person closer to solution, to the answer to the final question from him. each city separately, and now neuro itself will divide the question into two, study them and give a ready answer. yandex also says that the new neural network better recognizes objects in pictures, you can ask neuro what the objects in some picture symbolize. bloggers valeria chikalina and her ex-husband artem chikalin were detained on suspicion of illegally transferring more than 250 million rubles abroad using forged documents. together with them, the co-founder of a cosmetics company was detained, roman vishnyak. this was reported by the tas riyanovosti agency and the kommersant newspaper, which specifies that all three were detained tonight and sent to a temporary detention facility. the official representative of the ministry of internal a

afterwards, the researchers connected a neural network to the experiment, which compared thousands ofphotographs and determined that namesakes over 20 years old are more similar to each other than people with different names. so can a name really change appearance, and maybe fate? let's ask a psychotherapist, a member of the professional psychotherapeutic league natalie. tolstoy natalya, good morning, good morning, so what happens, with age we really adapt to our name, our appearance, how, it turns out that scientists from all over the planet came to the conclusion that the children whose portraits were studied did not guess, even 25%, that is, it turns out that they guessed, and 37% of adults guessed, and these are millions of people who answered this question, this already means that earlier the clairvoyant attributed, what kind of are we or are we just? we adapt to our generally accepted idea of ​​appearance i don't know maria denis svetlana we adapt of course where do we get it from in general how does this denis natalia look like we look. or grandma shows, she was like that, she

experts are still breaking spears in disputes over what neural networks are in the legal sense? who, for example, will be held responsible for the fact that the program endangered someone's life. the state duma has taken up the fight against so-called deep fakes. deputies are preparing to consider a bill aimed at protecting against similar digital fraud. if the amendments come into force,. before using someone else's image or voice, will face a large fine or 6 years behind bars. on the hit babayev, while it is possible, tested the technology on himself now will clearly show how attackers can easily put on the mask of any of us. a few months ago, natalya decided to read the news in the morning before work, as usual, but could not log into her telegram account. and literally a couple of minutes after that, a friend called me and said that i. artificial intelligence is trained on the basis, it is possible to call you if there is a phone number, talk a little, record you, there are probably some in open sources where you left some audio messages, with video messages everything is mo

establish a system of constant monitoring and quality control of the artificial intelligence, neural networks help to decipher electrocardiograms, fill out medical records, and a special chatbot interviews patients before admission to clinics, the scope of application of neural networks is constantly expanding , but experts insist that artificial intelligence is a tool, the final word remains with the doctor. yulia anishchenko, nikolai maloshenko. this is already the third largest industrial forum for professionals, designers and manufacturers. today , fashion designers from russia, china, brazil, india, and south africa showed their collections. almost 200 brands from different countries will present their collections during the fashion week. a unique opportunity to make a name for themselves for designers who have something to offer to experts and the public. and this friday evening, you can gradually plan your vacation next year. officially, the new year holidays in russia will last 11 days, from december 29 to january 8, 2020. fifth year inclusive. further, attention, february 23 and marc

princeton for their discoveries and inventions that formed the foundations of machine learning and neural networks for w announcer: funding for presentation of this program is provided by... financial services firm, raymond james. announcer: funding was also provided by, the freeman foundation. and by judy and peter blum kovler foundation, pursuing solutions for america's neglected needs. ♪ ♪ ♪ ♪ announcer: get the free pbs app now and stream the best of pbs. geoff: good evening. i'm geoff bennett. amna nawaz is away. on "the newshour" tonight. the already storm-battered florida gulf coast braces for impact from hurricane milton vice president emily harrison former president donald trump continue their efforts to rally support with early boat -- early voting already underway. and woman taken hostage by hamas during the october 7 attacks reflects on her traumatic experience and the prisoner swap that led to her release. >> so when i came back, i asked myself the same question like in

a unique development based on artificial intelligence and neural networks will allow determining the quality of high-strength cast iron castings even before manufacturing. another significant project for the republic is the fr fire robotics engineering center. it was created exactly 40 years ago and in recent years has become an undisputed leader in its difficult segment. fire extinguishing systems are created here. based on monitor nozzles and robots, which are used in airports, cinema and concert halls, stadiums, oil terminals, nuclear power plants and spaceports, a full cycle from design and engineering to installation work. 24 valid patents of the russian federation for products that have no analogues. the engineering center is a member of the national academy of fire sciences safety. truly innovative enterprises, not resembling a factory in the traditional sense of the word. complexes, 700 of which are outdoor, their production is 100% localized in petrozavodsk, where the exercise machines have become an integral part of the urban landscape. andrey koleida, our colleague, a prof

the use of neural network complexes allows us to successfully establish a digital footprint intruderswe have created and are using a mechanism for compensation for damage caused by the actions of criminals in the field of social engineering. in defense of citizens deceived by fraudsters, prosecutors filed more than 1,800 claims last year, the amount of which exceeds 900 million rubles. trillions of rubles are allocated annually from the federal budget for social support, but often the money does not reach the addressees, whether it is criminal intent or the formalism of officials, it is the prosecutor's office that deals with: benefits, discounted drugs, payments for loss of housing, people should receive according to the laws, over the past year and a half, on our initiative , almost 60,000 criminal cases have been brought to administrative responsibility, more than 155 officials have been sent to court, and about 4,000 lawsuits have been filed. one eurasian space, strong historical and cultural ties, define common problems for the cis states and set a single task - the protection of

cybercrimes our country has already accumulated significant experience, in particular, the use of neural networkllows us to successfully establish the digital footprint of criminals. as a result of joint work with the bank of russia, law enforcement and financial... block , last year thefts of more than 6 trillion rubles belonging to individuals were prevented, more than 620 million phone calls from spoofed numbers have been blocked. we have created and are implementing a mechanism for compensating damage caused by the actions of criminals in the field of social engineering. in defense of citizens deceived by fraudsters, prosecutors sent more than a thousand last year.

also invented that model it's called non von, but he also wrote the key paper that explained neural networks, which is the non von model. but anyway, it was essential of understanding that all intellectuals active depends on faith and a man made for the universe and. i tell that story and a chapter of the israel says, quote as one of the world's most profitable economies built on one of the world's most barren territories, israel challenges all those material. superstitions of zero sum economics based on the distribution of natural resources and the exploited nation of landed labor. yeah, well, this is israel as less land than anybody else. just about 4% of the middle eastern land. and yet it's of economy is worth half a trillion dollars or more. and it's market cap is bigger and it's it's a key force in the world economy. and it shows that ultimately. well, stems from the human mind because here --. 5.4% of the world's population. but seven out of the half the prizes are won by -- of seven out of the top ten of richest men in. the world are --. -- led many of the leading companies all aroun

a unique development based on artificial intelligence and neural networks will allow determining the quality of castings made of durable cast iron even before production, another significant project for the republic is the fr fire robotics engineering center. it was created exactly 40 years ago and in recent years has become an undisputed leader in its difficult segment. fire extinguishing systems are created here based on monitor nozzles and robots, which are used in airports, cinema and concert halls, stadiums, oil terminals. nuclear power plants and spaceports, a full cycle from design and engineering to installation work, 24 valid patents of the russian federation for products that have no analogues, the engineering center is a member of the national academy of fire safety sciences, truly innovative enterprises that are not like a factory in the traditional sense of the word. taking into account our previous developments, i probably i think that 60 percent of our work is already related to the study, development, implementation of some new things, this is scientific, 40% is alrea

is also largely the basis. calculations related to artificial intelligence, this is training neural networksher algorithms of artificial intelligence, thus it turns out to be one of such significant, new strategic industries, which solves a whole range of complex interrelated problems, starting from systems, mutual settlements, this is bypassing sanctions, this is at the same time the active development of artificial intelligence, this is the foundation for the development of artificial intelligence, this happens: for artificial intelligence, this has shown itself to be an effective, rapidly scalable platform specifically for the development of artificial intelligence, so the concerns of the united states here are absolutely not unfounded, there are reasons for this, and i would not be afraid of this word, this is a question of technological... business competitions, technological competitions, what is america's main fear here? at the moment, the united states is the undisputed leader, both in the traditional financial sector, dominating the swift system and so on. at the same time, they are

post, huawei, which itself is under american sanctions, has begun sending customers the first neural network computing accelerators based on its new ascent 910c chip. they should become, if not a full-fledged alternative, then at least a partial replacement nvidia's h100 accelerator, which is used in most of today's ai projects, but which are prohibited from being supplied to china. nvid. can legally sell only a stripped-down version of the accelerator to this country , and is expected to earn $12 billion this year, while the chinese authorities, according to bloomberg, strongly recommend that their companies switch to import-substituting solutions, despite earlier reports of some, let's say, imperfections in the software, which goes in conjunction with huawei accelerators. and now the reater agency, citing several sources, reports that the chinese byidens, the owner of the network... will train its next big language model on accelerators from huawei. and that's all about the us-china relations in technology at this point. philip, thank you, we continue, what the head of european diplomacy j

what were its parameters, if it was a focus, then what size was it, and automatically asks the neural networkulate, record and issue, actually in such a text, simple and understandable form... and what happened to this change over six months? this is very important. the developers themselves say, no matter how digitalization develops living specialists, it will never replace. how do you rate the platforms, systems that our domestic developers offer? good, in a word, good. the young generation of doctors, nurses who come, who know how to clearly formulate a task and achieve a result, and this is unambiguous. people who move forward very quickly. most doctors, by the way, competitors in smart services, do not look for data obtained with their help allow you to take care not only of each individual patient, but of the health of entire groups of the population. if earlier scientific research, they basically told us about what had already happened, but now the totality of data obtained from various devices. allow us to look into the future, identify risk factors, we can not only understand what to

tools for working with images, namely in paint and photos added functions based on generative neural networks in expensive graphic packages, in particular, now you can increase the resolution of photos, for example, delete old pictures or vice versa, finish drawing objects in a couple of clicks or using a text prompt. this works , however, on computers according to the k++ pc specification, that is, on those where there is a dedicated hardware neural processor on board. and secondly, microsoft has reworked its copilot, the version that is addressed to the average consumer and is quickly turning into a full-fledged personal digital assistant. now multimodal in the sense that voice and vision have been added to the baths, that is, it is now a fully voice assistant with whom you can talk almost like a person, interrupting him and asking for advice or asking again, approximately like with the voice version of the gpt chat from open ai, on whose technologies kopilot is actually built. as for vision, kopilot can now see the same thing as a person on the screen of his computer, the assistant can ana

something which ended up carrying his name to help field network, which was an interesting little neural network which in life person's terms effectively replaces the neurons of al brian with nodes in the same way that the new runs about brian and connected by sign up says these nodes are connected to each other. you said some information in sign image and it's able to store and save and recall that information. if it's given a prompt, the light of down the track, and in this case and i bill prize committee, described the why that are distorted or incomplete image could be fed into the system. and then retrieve by the system funding from a distorted image. the most likely image that you are trying to find from that previously saved information and then sentence was built on this creating more complex models that could recall information. so really we see this today a lot when we put information into the chat, j, p k for john book and it spins off pretty accurate, often descriptive text that tries to answer that question because there are all the applications as well as i mentioned this all these

also, deepfake detection ai typically using deep learning specialized neural networks can use to detect deepfakes and of the forms of digital manipulation to deceive victims and law enforcement. that is used to deceive victims and law enforcement. finally ai combining their sex can analyze communications on social media, forms and dark web identify discussions related to legal activities involving cryptocurrencies. so as ai technology advances we can expect more sophisticated tools for detecting and preventing crimes. while the ability of criminals to exploit ai encrypt it is fast and presents several challenges, the intersection ai, cryptocurrency, blockchain also presents opportunities for law enforcement to leverage technologies, to enhance the capabilities to combat financial crimes and protect the public. when deputy attorney general monaco announced the creation of nccet three years ago she said as the technology advances, so, too, the department evolves within so we are poised to root out abuse on this cryptocracy platforms and that your user confidence in these systems. the same

as the 3 researchers who won this year's award were honored for contributions that use neural networks to study a central element of life. the oil swedish academy of sciences has to decide to have today decided to avoid it between to $24.00 and a better pricing chemistry with winehoff to david baker, university of washington usa for computational pro thing design and the other half jointly to damian societies. and don't jumper google deep mind tonight did kingdom for protein structure prediction in us as in all life on earth, proteins play key roles and practically every aspect of cellular function, activity and structure. even the simplest are made from chains of building blocks called amino acids that are folded into complex 3 dimensional structures. each of the around $20000.00 proteins made in the human body performs highly specific tasks. so if a protein is faulty in some way, that can cause disease and this function, that's why predicting how proteins are structured has been a goal in medicine for decades. half of this year's chemistry prize was granted to demons the sabbath and

start of the wait yesterday we had to physics acknowledging chemistry, physics, acknowledging neural networks, i and today, and award acknowledging the pricing science from the 1st day. and the i from yesterday with this particular branch of, of chemical science. so i was surprised. yes. in that sense. but again, we've seen that the demography of, uh, you know, north american focused sort of research, again being acknowledged as well. tells more about the work they did to earn them the prize. yeah, so the 1st half of the prize and split 2 hops, the 1st half of the price is for computational protein design. the 2nd half of the prize is full prediction of protein structure as proteins. if it's a swedish prize, let's go to denmark, we'll talk about lego. if we imagine that the proteins that out body uh, unique combinations of like, paces put together, they might be unique shapes and they perform various functions and now bodies. what this is about is using technology to try and predict prior times that we haven't perhaps discovered yet. all that we want to design, design approach haynes use will

revealed a large number of legal gaps, experts are still breaking spears in disputes over what neural networks in the legal sense, who, for example, will be held responsible for the fact that the program endangered someone's life. the state duma has taken up the fight against so -called deep fakes. deputies are preparing to consider a bill aimed at protecting against such digital fraud. if the amendments come into force, a large fine or 6 years will be imposed for using someone else's image or voice. the bank blocked the card with money, and i need to make a payment. and most of the girl's friends and colleagues received this message. natalia conducted a small investigation and found out how the scammers managed to hack her account. a week before, my account was hacked sister and sent a request to vote. and i went through the parcel, voted, but to vote, you had to log in again and enter the code. then it's a matter of technology, they find voice messages and videos that were ever sent to someone and train artificial intelligence based on them, you can call you if you have a phone number. talk

if you and i understand the logic of artificial intelligence, deep fakes, not neural networks as such, then they learn from accessible material, and if we are talking about famous people, then there is a huge number of videos with them on the internet, on various sites, social networks, and in general in the era of such a frantic development of deep fakes, the problem of how to verify information becomes relevant, because the industry is developing not just by leaps and bounds, but by twenty-seven-league steps, and we will come to the point that when trying to verify this or that content, we will again come across a fake and, probably, this will generally be the main difficulty in checking this or that information in the coming decades, because this is a trend, yes, but the most important thing is, here is not the deepfake itself, created with the help of artificial intelligence, here is the manual with the name of the soldier will not offend the child, which we see inside the video, printed it out especially for you, made screenshots from this video, when i watched this deep fake, it