TechRepublic's Karen Roby spoke with Jahanzaib Ansari, co-founder and CEO of Knockri, a behavioral skills assessment platform, about unconscious bias in artificial intelligence. The following is an edited transcript of their conversation. Karen Roby: I think what makes this really interesting and why I wanted to talk to you, Jahanzaib, is because your desire to create this company was rooted in your own personal story. Jahanzaib Ansari: I was actually applying to jobs and I wouldn't hear back from employers. I have a long, ethnic name, which is Jahanzaib, and so my co-founder, Maaz, is like, "Why don't you just anglicize it?"

Abstract--Language instruction plays an essential role in the natural language grounded navigation tasks. However, navigators trained with limited human-annotated instructions may have difficulties in accurately capturing key information from the complicated instruction at different timesteps, leading to poor navigation performance. In this paper, we exploit to train a more robust navigator which is capable of dynamically extracting crucial factors from the long instruction, by using an adversarial attacking paradigm. Specifically, we propose a Dynamic Reinforced Instruction Attacker (DR-Attacker), which learns to mislead the navigator to move to the wrong target by destroying the most instructive information in instructions at different timesteps. By formulating the perturbation generation as a Markov Decision Process, DR-Attacker is optimized by the reinforcement learning algorithm to generate perturbed instructions sequentially during the navigation, according to a learnable attack score. Then, the perturbed instructions, which serve as hard samples, are used for improving the robustness of the navigator with an effective adversarial training strategy and an auxiliary self-supervised reasoning task. Experimental results on both Vision-and-Language Navigation (VLN) and Navigation from Dialog History (NDH) tasks show the superiority of our proposed method over state-of-the-art methods. Moreover, the visualization analysis shows the effectiveness of the proposed DR-Attacker, which can successfully attack crucial information in the instructions at different timesteps.

Google has always been the master of AI and today, the CEO of Google himself stated in an interview with BBC that Artificial Intelligence is man's greatest discovery. For the leader of the technology giant," in the next 25 years artificial intelligence and quantum computing will completely revolutionize our lives" he stated. Pichai compared AI to other discoveries like fire and electricity, explaining the change it will bring will be just as profound. Artificial intelligence is indeed a technology that leverages human cognitive processes in machines. Google and Amazon already are making use of it to carry out certain processes because it is faster than humans and makes fewer mistakes.

Thank you for joining us the bossy bees. I'm sitting down with Albert miles today to talk about artificial intelligence, or AI. We're excited for all the amazing capabilities this technology will bring. But we're talking about some of the insidious ways in which it can be applied. Don't forget to check out the bossy bees on Patreon for exclusive content on this podcast. Want me to go ahead? My name is Albert Myles. And I am what they call a knowledge program manager in customer content services for a large tech company, located in RTP. And that's a fancy way of saying that I am responsible for ensuring that the knowledge that's captured in support and in the development and in side of customer content is transferred to other areas effectively and efficiently. At the end of the day, I tell people, I try to help our company, learn what it already knows. And I try to help us organize what we already know. And then I help us try to distribute what all everything that we know. And it's a very, very, very new program, but I'm having fun getting it launched. And that's where we started together, and you've taken it miles and miles and miles away from where it started. And you are, I think, you know, I really dislike you putting that title on yourself, because you do so much more than, like your, your knowledge is far beyond that. And it does come together. It really does come together nicely. In your job, you know, but I think that the reason you're, you know, program has gone so far is because you bring so much experience like what we're talking about today, like you, you have such an affinity and inclination for technology that it brings a lot to the table. And then also married to something that you and I are both pretty passionate about, which is diversity, inclusion, Justice type of stuff.

Satish Pala is the Chief Technology Officer (CTO) of Indium Software. His specialized skills include project management, requirements analysis, business intelligence, data warehousing, SDLC as well as solutions architecture. Satish is popularly known as an eclectic manager to work within the industry. He is one of the most diligent and technically strong performers with a humble demeanor. Indium Software is a technology solutions company providing deep expertise in digital and QA services to its global customers.

Ms. Kinstler is a doctoral candidate in rhetoric and has previously written about technology and culture. "Alexa, are we humans special among other living things?" One sunny day last June, I sat before my computer screen and posed this question to an Amazon device 800 miles away, in the Seattle home of an artificial intelligence researcher named Shanen Boettcher. But after some cajoling from Mr. Boettcher (Alexa was having trouble accessing a script that he had provided), she revised her response. "I believe that animals have souls, as do plants and even inanimate objects," she said. "But the divine essence of the human soul is what sets the human being above and apart. Mr. Boettcher, a former Microsoft general manager who is now pursuing a Ph.D. in artificial intelligence and spirituality at the University of St. Andrews in Scotland, asked me to rate Alexa's response on a scale from 1 to 7. I gave it a 3 -- I wasn't sure that we humans should be set "above and apart" from other ...

'Gutfeld!' panel debates whether CNN will change their coverage This is a rush transcript from "Gutfeld!," This copy may not be in its final form and may be updated. I want to protect free speech. No, we want people to be protected from disinformation, to be protected from dying in this country, to be protected from people like Donald Trump who spread this information for -- who love to make sure that the division and the death continues. That was a rough weekend, and not just for Kat. But at least she kept her clothes on unlike our other guests, Jimmy Failla. But it was a far worse weekend for CNN. First let's go to our roly-poly guacamole gossip goalie. See how bad it got unreliable fart noises. Here's Michael Wolff delivering that smack to the hack. You know, you become part of -- one of the parts of the problem of the media. You know, you come on here and you -- and you have a, you know, a monopoly on truth. You know, you know exactly how things are supposed to be done. You know, you are why one of the reasons people can't stand the media. You should see the rest of the world, buddy. Can I hear that chuckle again? But if that was a heavyweight fight, and it is because, you know, Stelter, it would have been stopped in the first 25 seconds. It got worse, meaning better, lots better. STELTER: It's -- how -- so what should I do differently, Michael? WOLFF: You know, don't talk so much. Listen more, you know, people have genuine problems with the media. The media doesn't get the story right.

I'll be moderating today's press briefing. Today it's my pleasure to introduce the director of the Department of Defense [Joint] Artificial Intelligence Center (JAIC), Lieutenant General Michael Groen. Lieutenant General Groan is joined today by Dr. Jane Pinelis, who is the Chief of Test and Evaluation for the JAIC, and Ms. Alka Patel, who is the Chief of Responsible AI (Artificial Intelligence). We'll begin today's press briefing with an opening statement followed by questions. We've got people out in the line. And I think we'll be able to get to everybody today. LIEUTENANT GENERAL MICHAEL S. GROEN: Thank you, Arlo. And greetings to the members of the Defense Press Corps, really glad to be here with you today. I hope many of you got the opportunity to listen in to at least some of the AI symposium and technology exchange that we had this week. This week, it was our second annual symposium. We have over 1,400 participants in three days of virtualized content. I want to say thank you, ...

AI can beat humans at chess, power vacuum cleaners, and now it can even compose songs. This year's winner of the AI Song Contest, in which machine learning was used to create music, was recently announced. "Listen To Your Body Choir" was co-written with artificial intelligence and takes inspiration from the song "Daisy Bell," the first song to be sung by a computer in 1961. But is a computer program really capable of being creative? "The short answer, right now, is'no' or at least'not yet,'" Chirag Shah, a professor in the Information School at the University of Washington, told Lifewire in an email interview.

Last weekend, in what the BBC clearly regarded as important news, the corporation announced that its media editor, Amol Rajan, had been granted an interview with Sundar Pichai, the current CEO of Alphabet (which basically means Google). It was billed as "the first of a series of interviews with global figures". If the boss of Google counts as a global figure, one wonders who else is on the list, the CEO of ExxonMobil? Simply this: Mr Pichai is a nice guy. He comes from a modest background in India, dropped out of Stanford in the time-honoured manner, has an MBA from Wharton and has worked for Google since 2004.