Revolution is changing that. You have warned me not to get too close. It does look a little bit hazardous. This robot dog hasnt been programmed to walk. Its learning by itself. Its called reinforcement learning. What weve done here is, weve given it this task to try to kind of stand up and move forward. When it does well, one of the Computer Scientists gives it the digital equivalent of a pat on the head. I can see its doing better and better. Its strong. I try and put that in its way, and its stronger than i am. Yeah. Have you trained it to make a beeline for me . Uhhuh. I feel like im battling the ai here, and the als winning. In just a few hours, its moving around by itself, even coping with the unexpected. Im really feeling an instinct to help it, but that is, of course, not good. You know, its learning, and maybe it looks a bit mean sometimes when we push it around, but, really, werejust trying to see what it can handle and help it learn new behaviours. This robot dog is the brain
United nations investigators are on their way to the Ukrainian Village where a Missile Strike killed more than 50 people on thursday, in one of the deadliest single attacks on civilians since russias invasion began. They will gather evidence and testimony, which could be used in any future war crimes trial. Ukraine has accused russia of deliberately targeting a funeral wake in hroza in the North Eastern kharkiv region. Every family there was affected when a missile hit a cafe where mourners had gathered after a funeral. Footage released by kharkiv officials reveals extensive damage after a missile attack. The local prosecutor insists the attack was deliberate. The kremlin says it doesnt target civilians. What is certain is the level of Human Suffering involved. Listen to this witness. A warning, you might find his testimony distressing. Translation i wish i were dead. All my dearest people will be laid here. Our village was very united. What am i going to do now . Close friends, cousin
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With the OpenAI and Microsoft AI research unit issue in the backdrop, we re seeing a shift in how we approach training, transparency and control of AI models
was data but on a scale never possible before. there is the ai system - like the chatgpts of the world. those are trained on public data. i but for those systems to be useful, i they have to be trained on something like a thousand billion. ..you know, a trillion words, something of that order- of magnitude. something that would take on the order of 20,000 . years for a human to read. so, they require an- enormous amount of data. it s pretty much a third of the internet. - those billions of words can include material most people would rather avoid. my concern is that the current emphasis on scale in artificial intelligence which is to say creating enormous training data sets of content insufficient attention has been given to what s in them.