this is the engineers intelligent machines from the bbc world service. dical ai, emotionally intelligent robots. the goal of artificial general intelligence, and the threats ai might pose. has anyone got a question on anything we've discussed so far? wow! (laughs). 0kay, pretty much everyone has a hand up, so this is going to be tricky. um, could we start with the man in the red shirt? if you could stand up and say your name and your question. thank you very much. hello. my name is simon. british government wants to make britain a leader in al, and sees the way to do this by making it a safe space. they're looking at doing that by making sure you can't develop a! where you don't understand the consequences before you develop it. does the panel think that's the right approach? so, yes, david, what do you think about legislation around ai? i think we need some kind of regulation. i think it's a, you know, an area which clearly is going to have more and more consequence and impact on society, so i think regulation is important. i think some of the areas whic

some solutions are implemented for the first time in international practice: intelligent machine visionmplex neural networks, digital communication technologies. we conducted comparative tests, and how a person sees, there is no such data before, for example, a person sees during the day only on average at 300 m, according to the system we laid down the requirement of 600 m, that is, the system sees at 600 m. then a really important question, and how to check these systems? a similar question is also faced by motorists. the introduction of unmanned technologies is an integral part of the development of passenger communication. we are starting unmanned movement in rail transport. in russia in particular, but in the world as a whole. since unmanned systems exist, they are primarily used in confined spaces. open, actually railway... movement is the third level of control here, the highest level is the fourth, the difference is that the driver performs only one function at the moment, this is opening and closing doors. at the end of the year, russian railways plans to complete testing of on

so, if we want to use the word intelligence for machines, then i think there's a question about, wellld we use the word intelligence for our ecology, which is also an information processing ecosystem? and we don't tend to do that unless we're sort of doing animistic practices. so i think that's a really important question, goes to the heart of the debate, because i think people are confused by its use when we're talking about machines. you have caused quite a stir with this book, the atomic human. it's subtitled understanding ourselves in the age of ai, and what i find so interesting about it, and we're going to get deep into ai in a minute, butjust to stick with human beings for a second, is that you talk about, quote, "the immense cognitive power of the human brain," and yet you also point out that the human brain is utterly inadequate to compete with the computer when it comes to conveying, processing information. try and explain to me how you can both describe us as having this immense cognitive ability, and yet, in some ways, be quite useless. yeah, it's to do with the physics. s

wherever you live, however you live, artificial intelligence, machine learning, is going to change your life in the next few years. will it be for the better? well, there are tech visionaries with very different views — some benign, others, dystopian. but on one thing, the futurists can agree — what will matter most to the outcome isn't the machines, it's the humans. my guest, neil lawrence, is a professor of machine learning who says we face a choice. either we use alas a tool or we will become a tool for al. so, which is more likely? neil lawrence, welcome to hardtalk. thank you very much for having me. it's a great pleasure to have you. now, you are a computer scientist, but it seems to me, as you've journeyed deep into the potentiality of artificial intelligence, you've also thought a great deal about human intelligence and what is so very special and unique about us humans. can you try to put that into words? yeah, i think, for me, what we've seen with a lot neil lawrence, welcome to hardtalk. thank you very much for having me. it's a great pleasure to have you. now, you are a comp

wherever you live, however you live, artificial intelligence, machine learning, is going to change yourrent views — some benign, others, dystopian. but on one thing, the futurists can agree — what will matter most to the outcome isn't the machines, it's the humans. my guest, neil lawrence, is a professor of machine learning who says we face a choice. either we use ai as a tool or we will become a tool for al. so, which is more likely? neil lawrence, welcome to hardtalk.

danger here is that we buy the height and that we say, this is the product of a sentence and intelligent machine that isn't giving us objective truth. and that is just where that person fits and society. they have the genes of a janitor, right? and so i think there's, you know, when we see the rise and this eugenics thinking, when we see this blind face in machines, we really need to recognize what exactly that is naturalize now. and you're right or for us to talk about how so many of these stereotypes are also here inherited from these training data that are taken from, you know, online sources that are, that are not the diverse and well informed online sources. and it's also been an issue with the machine learning for a long time. and before it was trained on those large online sources for face technologies, the matter if it's text the matter if it's patient analysis was already the case when we were also doing, you know, image recognition. i have have, have these issues is biased as in coded biases and spitting out stair types. of course, when we talk about generated a i, one of the things th

for intelligence in physical machines.and sometimes we just imagined new capabilities that we wish we had, machines for. and at times we talk with companies or sponsors or people who need help in a particular way, one of the one of the cartoons that was really my favorite a kid was as the sorcerer's apprentice. and i don't know if maybe this is this is too long. i don't know if this is still a popular cartoon for for kids out there. but i just when i was a kid, i just loved how mickey had this this this power to to breathe life into the broom and then control it. and i have to say that that vision has with me for many years and i have been wanting to develop the tools that would allow us to turn the broom into our robots that we can control with our arms so much of the work that we're doing, human robot interaction that involve adding sensors to monitor muscle and and detect the intent of the human has been inspired by bye bye. that and bye bye those of a child and similar this idea that anything in world can be a robot an

machines and the companies behind the algorithms. this idea is core to how the department is addressing technology enabled crimes, particularly those that employ artificial intelligence and machine learning. because while the law governing ai is sure to develop over time, our existing laws and are enduring legal tools, including the antitrust laws, already offer the firm foundation. so make no mistake, training a machine to break the law is still breaking the law. praise coordination using ai is still praise coordination -- price coordination using ai is still price coordination. i want to thank the women and men of the antitrust division and the assistant attorney general for his leadership and their hard work on this matter. and i want to thank them for promoting healthy competition and fairness across this critical market and for protecting consumers, renters, and landlords alike. no company or individual is above the law, and today's action once again makes that crystal-clear. with that, i would like to invite the acting associate attorney general to the podium. >> thank you, deputy attorney general. i would like to echo the attorney general and deputy attorney g

combining things like artificial intelligence machine learning to pull all this data and human analyststhrough this data very quickly is only the nsa and other government agencies were capable of doing 20 years ago, has really flipped the switch in the private sector so that we can provide defenses physically and both on the cyber front in both areas to try to protect. we had a number of incidents where we not specifically with the browns but just in general we provided information that has led to arrests, has led to preemptive ways of stopping specific physical threats. you know, we had -- an actual location, retail location hit from a specific attacker and they were testing police response times. we were able to get that ahead of time and notify police officers before they were robbed. there's a lot of things we're doing out there to protect these companies. >> all right, david kennedy, thanks for the insight. brandon covert good luck this season. >>> september 10th in los angeles, leaders and visionaries from the sports and entertainment world. i'll be there. hope to see you there as

at the same time, it is easy to load and unload, highly reliable, safe and intelligent. the machinehelp the country expand its air cargo route and create a new type of intelligent logistics. jacco the parrot named apollo set a unique achievement: he identified 12 objects in 3 minutes. the four-year-old bird was able to recognize socks, a ball, a wario figurine from video games, a bottle, a book and seven more things. apolo lives in florida, his owners, twenty-five-year-old dalton and victoria mason, are engaged in training. they bought pets. in 2020 in a regular pet store, according to them, the parrot is capable of more, he distinguishes colors, words and objects, verbal skills allow the bird to count, communicate with people and answer complex questions, because of his skills he became a star of social networks, he has almost 23 million subscribers, on this evenst news from wow news is coming to an end, bye-bye! in our studio gathered 100 brave guys, each of them has a question for an adult. you have one minute to briefly tell about yourself. time is running. how will you react if

by the way, the text i just read was written by the neural network, but machine intelligence is not yetable of creating television stories. svetlana gordeeva's report. will break your head, how to start a report, every schoolchild, how to start an essay, here the students are lucky, the painful question of where to start a thesis is becoming irrelevant, several universities have already officially allowed. the public learned after a scandalous incident a year ago graduate alexander zhodanov admitted that he prepared his diploma thesis with the help of artificial intelligence, he simply made several requests and the neural network immediately generated, that is, wrote 60 pages of text, introduction, analysis, conclusions, list of references. i prepared a diploma on the topic of management for the rsuh university, here with the use of neural networks, i generated the text. i added my experience along the way, as a result, i got the work in a day, the first reaction of the university was shock, misunderstanding, then offer to talk, alexander managed to prove that the neural network is just

this not by the ukrainians themselves, of course they had some sources there, but the huge intelligence machinef the west, satellites 24 hours overhead, you understand there... no more, because the heimers already yesterday struck our territory, that is, we now have an absolutely full-scale war without any restrictions, and the decision about this war was made by the west. the new strategy, it is very simple, in fact, it is all the same the most attempt to wear out russia, only if earlier it was the idea to inflict a military defeat, then drag it out, so to speak, in a long, border, so to speak, battles, and now it is clear that neither one nor the other works, so it is necessary now as it happens. it is necessary to come after the concert, check the hooves, check the feathers, everyone still has their own concert rider, and does vaslar have a rider? fantastic after the program time for the ninety-fifth anniversary of oleg strizheny, every mortal has the right to wish for passionate love. heavenly beauty artist, huge blue eyes that are absolutely identical to the sky you are looking at, your ey

artificial intelligence is speeding up so quickly that it was addressed briefly at both political conventions. science fiction writers and movies have long theorized about the ways machinesrp their human overlords. as the capabilities of modern artificial intelligence grows, we looked at the existential threats some experts fear and some see as hyperbole. >> there is inevitable doom the end of this. if you keep on making ai smarter and smarter, they will kill you. >> she is a tech pundit and the founder of a nonprofit called the machine intelligence research institute. it exploits the uses of friendly ai. do you think everyone will die in? ? my lifetime in your lifetime >> i would wildly gas my lifetime and your lifetime. >> we have heard this before. when the godfather of ai warned us last spring. >> is a threat for everyone. the chinese, americans, europeans. just like a global nuclear war was. >> more than a century ago, this morning was dramatized. people have been mentioning that the robots will become cindy and and destroy eyes. >> that is right. that has created an entire mythology that is played out in endless science fiction treatments. >> like the terminator se

will all end in conspiracies only. definitely not, and i am for a reasonable combination of machine intelligencewhat extent is this feasible, do you believe that this, well, in our lifetime, can be put into practice, in general, well, the population has, well, complaints, not complaints, but probably some kind of criticism, in particular about doctors, doctors are people too, they are all different, well, doctors are ordinary people, and i generally believe that... that the percentage of stupid people, unfortunately, in the medical profession is exactly the same as among biologists or chemists or janitors, by and large we are also a cross-section of society, in connection with this all the problems, what to do, ban stupid doctors, gradually come up with methods, let's say, passing certain certifications, well, and wash such out of doctors. it seems to me that we are deviating from pediatrics, but it seems to me that a doctor, as a certain function, well, which checks against some tables, textbooks , etc., makes a decision based on objective indicators, this is just a way to fight a fool, well, b

pay attention to how technology is progressing, machine, how the replacement of man by machine, artificial intelligence, all these are unconditional signs of the end of times, the ban on the russian orthodox church in ukraine, the ukrainian orthodox church, this is one of the elements in this... through, because orthodoxy is true christianity, orthodoxy is the tradition that has preserved to the maximum degree the fidelity to the original tradition, fidelity to christ, and we russians and we are going through such trials, because we are the bearers of this orthodox faith, ukrainian orthodox, they also turned out to be victims, hostages of this struggle, in fact, with the real antichrist, look, the opening of the olympics, for this opening... of life, the military way of life, we are the fronts, the rear, there is nothing else, therefore now in no way in this case, we cannot save our efforts, we all need to get involved in understanding the historical moment in which we find ourselves, take personal responsibility for ourselves, and we have the resources for this, if we realize what the meaning of this

machines. androids are really becoming more and more alive and can already repeat after a person not only movements, for example, of the head, but also... this is artificial intelligence how machines paint pictures or compose poems, the language will not turn to call them soulless. the question, to talk, it seems, is also resolved xiaotsy, she is positioned as a nanny, a housekeeper and even a teacher, just for this. it seems like they even created a polyglot, that you don’t speak russian, of course, i am a female robot assistant in the form of a person, but then something went wrong, tell me what the weather is like in beijing today, however, this is only the beginning, over the last 10 years, technology has leapt so far that it is now commonplace to send a robot for a parcel or play a game of go with it, i have a very difficult situation, it seems. i will lose, the same robot dogs, it would seem, you can’t surprise anyone with such things, but these ones delight, if not stupefy, what can we say about bipeds, it doesn’t hurt him, no, of course, he can work in the most difficult conditions, and with this we show that even with a large crowd of people he does not afrai

to find the key to this encryption machine, british intelligence used the services of linguists, mathematicianshess players, and even crossword champions. enigma. that's right. hollywood for a thousand. 40 years of vudeal made films only about new york, for example, the iconic one. in the recent documentary arnold, the title character was accompanied by james cameron, sylvester stallone and other stars. i'll assume that schwarzenegger, right, our magazines are for a thousand, in 1970 the magazine iskusstvo kino published a devastating article about this film, allegedly discrediting the great revolutionary theme, the issue was immediately sold out, the article included footage of vladimir vysotsky, i'll assume that dangerous tours, right. our magazines are for 800. thanks to this magazine, our readers could first get acquainted with the novels over the abyss vorzhi to kill a mockingbird 100 years of solitude. i think there was such a magazine foreign literature. true, now this magazine exists. vitalik, give me the keys for 600. one of the most prestigious at ilsk university is called the scroll

there the future expected with with something incomprehensible in the form of artificial intelligence or man with machines, well, that is, something needs to be changed, it is somewhere the world is going in the wrong direction, and everything begins exactly. the code generally proposed to consider the main main reason for the competitiveness of any social system, so if we understand this cultural code, then it is important to record a very simple thing in that system of social economic relations where we are now working, all the best practices that have been brought to us, they were brought by western companies, well, since the beginning of the nineties, business schools have started coming here, all the famous ones, they are all built on the protestant ethic of attitude. to work, and there the attitude to money is a little different than in our culture, let's stop here now so that we do not lose a lot the value of what ilya sanich said? well , i'll probably answer this... the question that was originally about capitalism, i'm asking you to respond, of course, to important things that, i 'm thinking abou

and so i just think we're at a moment where we're going to have machines and artificial intelligence produce a lot of things much more cheaply than we've ever seen before. we're going to have the potential for abundance. and when we have abundance, what we should do is give people the chance to live out their dreams, whatever they are. and that's the gift of this moment. if we don't turn it into the 100 is the, we already spend billions of dollars every year in this country to try to address poverty and economic security. what do we get for that money? we get 50 percent of americans living paycheck to paycheck. 50 percent of americans who have little or no savings in the banks to tie them over if they encounter a serious illness. 50 percent americans don't have that kind of savings to get them over that kind of an offense to come on in the house here. it is what it is, but i'm happy here. must rocks very much of over. i seriously thought i was the help this person ever. i also didn't just feel like someone helped me in my spine with an x and my blood pressure was 380 over 260. and th

there the future expected with something incomprehensible in the form of artificial intelligence or man with machines something needs to be changed where he is. all known, they are all built on the protestant ethic, attitude to work, and there attitude to money is a little different than in our culture, let's stop here now, so that we do not lose much of the value of what about... under what slogans means in ancient rome slaves went to the may day demonstration not remember? yes, hello, feudalism, the bright future of humanity, has it become a bright future? that is, this is initially a progressive idea, so to speak, yes, that the world is changing, the world is changing for the better, improving in everything and so on, so we are moving towards something, here again historical practice does not show and does not confirm, as for capitalism, in fact, this is how it is considered that this is the 18th century, there england and the regions that are now called benelux, there began to form capital, here, although really. again , economic statistics show that before the beginning of the 19th century, in f

systems of artificial intelligence systems, what we call artificial intelligence is not really so, that is, what is used in drones is machineion, it is target recognition, it is orientation in space, it is not intelligence, intelligence is, let's say, closer to that, to generative models, they are also used, that is allow you to analyze. a large amount of intelligence data, bringing it all together, so to speak, into one plane, allowing you to quickly and clearly identify targets, by the way, an example of this, please, israel, the gaza strip, israel has been using artificial intelligence for a long time, called the gospel, which just allows you to identify more and faster targets, mathematically calculating the permitted collateral damage in the form of civilian, what did this lead to, by the way, we see this, yes, in america, in ukraine. we have systems, and i want to draw your attention to this attention, these systems really do come down from such celestials, that is, i will not talk about ours, in ukraine now, in addition to the cartographic system that exists, systems are appearing, being introduced, which allow comma

can i ask you something very geeky, you talked about training data, but machine learning, artificial intelligence, neural networks, large language models. how do these all fit together? okay? the way to launch language models like chat g p to work is really bizarrely simple . it's just doing exactly what your smart phone does when you do or to complete. so if you for not open up your smart phone and you start sending a text message. so for example, i start sending a text message to my kids and i type have you. it will suggest completions. the completions might be tied to your room, right? hope the dog, right? those might be the likeliest completions of that. so how is it doing that? it's been trained on all of the text messages. i've sent my kids and learned that the likely as completion of have you, is it going to be will to adult or, or tied your room. so try g p t is doing nothing more than that. the difference is the scale, right? chat, g, p t's bill with a i. c for computers run for months and costs tens of millions of dollars to be able to do that training. and the training data is basicall

on the m12 road, we use artificial intelligence, machine vision, which helps to more accurately identifyplemented on the m-12 will also be used for unmanned vehicle traffic. one of the main requirements for this is reliable and fast communication along the entire route. here we communicate with my daughter, the network is good. we are driving from moscow now, here we are traveling on a motorcycle with my husband. now the m-12 highway is being built further to the east and should become part of the national framework of smart roads. according to the strategic initiative, unmanned logistics corridors will connect almost 2,000 regions of the country by 2030 km of motorways suitable for robotic vehicles. new wave in the open. emotions are spilling over . right here on the new wave. grand opening of the twentieth anniversary international competition of young performers. the long-awaited new wave 2024. today on rtr. this is my service dog. time for big premieres on rtr, sire, they work in pairs, where, look, look, they called, one listens, the other eavesdrops, i feel that something bad is ha

we heard it was big hat no cattle we all felt fooled by artificial intelligence and the machines housedg used a lot of dust gathering. suddenly it's back nvidia's stock is running. now steaming full speed ahead. when a stock that brought down an entire group rallied this hard you have to recognize it and you must exploit it. >> all aboard. >> what changed the dynamic here why did the data center become fashionable again? hard to say. hey, maybe it was cisco talking about how strong artificial intelligence is. it was a solid quarter cisco just gave us with a lot of ai bells and whistles maybe it's the possibility that japanese giant softbank is going to team up with amd or broadcom to challenge nvidia. don't laugh. today the ft, financial times, said that softbank wanted to team up with intel and challenge nvidia but the deal fell apart because apparently intel couldn't deliver on its end. very hard tore intel to deliver, such a heinous balance sheet amd or broadcom, though. speculative. but so is the information that crushed the stocks two weeks ago by claiming nvidia's latest high-end

and so i just think we're at a moment where we're going to have machines and artificial intelligence produce a lot of things much more cheaply than we've ever seen before. we're going to have the potential for abundance. and when we have abundance, what we should do is give people the chance to live out their dreams, whatever they are. and that's the gift of this moment. if we don't turn it into the hundreds, we already spend billions of dollars every year in this country to try to address poverty and economic insecurity. what do we get for that money? we get 50 percent of americans living pay.

another model presented at the conference, a young woman-like machine on a mobile platform, which can act as a housekeeper. artificial intelligenceusha, hello, alyutina georgievna , of course, i'm always glad to see my students, oh, tanyusha, you sang so well, wonderful, goodbye, school at the graduation party, a month has passed, and i 'm still under the impression, you know, i came to you to talk about songs, right, who else to talk to about songs, if not with a music teacher, i'm listening to you, you see, i decided to enter the institute of culture, the faculty of pop music, wonderful, i support you, you are talented, and talent cannot be buried in the ground, thank you, and i just wanted to ask you to help, i need a song for the exam. and maybe maybe you can recommend something? of course, i will, but don't worry, please, which songs do you like the most, tell me, oh, i have so many, i can't even remember them all, you know, i would like to write songs myself, my own, i can just imagine, sometimes there's such a big poster, it says, a creative evening with tatyana bulatova, and so many spectators crowd around the concert hal

league community colleges, all sorts of schools are giving classes, even majors in machine learning and artificial intelligence, just like in years past. it was code and java and things like that. also, a lot of free online courses and the experts say get ai knowledge now before you lose your job, and then you'll be ready for whatever comes next. got to keep learning. got to keep shifting. all right. thank you very much, scott. okay. we have about a month remaining. it's sad to say, until the a's leave oakland and head to sacramento. with that said, there's a critical deadline in the deal to sell the coliseum to a private investment group. let's take a live look outside now at the coliseum complex. you see the arena there. the warriors are gone. the raiders are gone. and the a's, what about five weeks remaining now at the coliseum for years, the site has been co-owned half by oakland and half by the athletics. now in two separate deals, the african american sports and entertainment group has agreed to buy the entire property. but there are some key details that could turn into big complications. the aa seg has

know, there is an incredible opportunity here for all space with intelligence technology, you know, natural language processing, machine learning, all of these things to come in and transform processes. and some of the people i'm talking to a very, very straightforward manufacturing businesses, which used to have to do things line check. well, their products were coming off the line. they just sold out specialists intelligence technology can actually do what used to take them hours and days in microseconds. so potentially what mackenzie's talk about a very real games, but very ordinary businesses that can really make a huge difference to that process is elaine and we were talking and comparing this to the both events and that, remember back then that was the dot com bubble and then there was a crash. do you have any worries? yeah, i think there's a lot of concern at the moment that this is a bit of approval and even those projections that you mentioned, they may be born and simply because there's a lot of vested interests that need to see i succeed because so much improved interest and even what it's being tipped to se

that he has a permit for a locomotive, if we are talking about a state machine, then it should not be like artificial intelligencehat stamps everything out, but it should be approached humanely, the bureaucratic system that exists, it is certainly also a brake on the implementation of the need, the fastest possible need for... time the president paid attention to this, and some, so to speak, bureaucratic obstacles were removed. indeed, in recently the situation with medicines has gone some serious diseases and in its own way on the mend, but if when buying certain drugs there are problems with the law, a famous lawyer advises not to make hasty reckless decisions, but as soon as possible. such were the stories we saw of people who became defendants in criminal cases on smuggling of potent substances. this was our investigation from different regions of the country, only you can draw conclusions, see you on the russia-24 tv channel. our district has always adhered to the ideology chairman shizenpin, green mountains and emerald waters are a priceless treasure. in kamchatka, where it is already morning, the search fo

saddam's war machine is supported and funded by american military and intelligence aid, saudi dollarsand french advisers. mirash planes. french, soviet planes , german and british chemical gases are also in the service of saddam. do you stand by your decision? in addition , the group of hypocrites, which is active in camp ashraf and 17 other bases, is a part of the story. the task of this group, headed by masoud rajavi, is the operation. there is violence and terror in iran and the border areas with iran. you should see what these populations are doing in this country and they are doing sabotage, and unfortunately, some people who do not understand these issues, one day you will see that they support them or say something, they are using it , they are deceiving everyone. during this time, zionists from they use their usual strategy. delivering weapons and equipment and military training. in addition to all this, the protection of iraq's oil pipelines was a new role that the zionist regime assumed. the presence of zionists in iraq was not official, but this regime had an embassy. one o