Startup founders and some members of the Bots Facebook group are accusing its creator, Matt Schlicht, of misleading them about his intentions. In May, Schlicht asked for and received more than 100 pitch decks from entrepreneurs after offering to help connect them with investors. The furor erupted this week when Schlicht launched his own bot startup, Octane AI.

As a follow-up to my previous post "Using Machine Learning to predict Customer Behaviour", I wanted to address a similar topic but from an e-commerce perspective. How to you predict the behaviour of your visitors in your online store? Let's look at how Machine Learning can help you address each of the challenges posed by those four branches. In order to keep this post short, I've decided to split it in 4 parts where I'll cover each of the 4 segments. Let's start with product analytics.

Robot" star Rami Malek has been tapped to play Queen frontman Freddie Mercury in a biopic about the band entitled "Bohemian Rhapsody." The actor will replace Sasha Baron Cohen, who left the project due to creative differences, according to Entertainment Weekly. The screenplay for the film was written by Anthony McCarten. The movie will be directed by Bryan Singer. Original Queen members Brian May and Roger Taylor will serve as the movie's music producers. Cohen was tapped to play Mercury in 2010. He eventually dropped out of the project in 2013 because of creative differences from the members of the band. In an interview Howard Stern, the actor explained the reason behind the departure, saying: "The problem is -- and I think it's with any biopic, and I fully understand why Queen wanted to do this -- if you're in control of your rights and your life story, why wouldn't you depict yourself as great as possible?" Cohen also said he had an issue about the living members of the group wanting to end the movie with the band carrying on after Mercury died of AIDS. Aside from the upcoming film, fans can also look forward to seeing Malek in the thriller "Buster's Mal Heart." The film, which debuted at the Toronto International Film Festival, will hit theaters early 2017, according to Deadline. The film follows the story of Buster, a mountain man who squats in empty homes. Before he became what he is, Buster was a family guy. The movie explores how the shift from one life to another happened. The USA TV show will return next year, although an air date has not been announced. Rami Malek will play Freddie Mercury in the upcoming Queen biopic. Robot" arrives at the 68th Primetime Emmy Awards in Los Angeles, California U.S., September 18, 2016.

For new owners of Google's $130 smart speaker, it could be quite a surprise. The AI assistant has a strange flaw - and it could drive owners mad. Every time a Verizon ad for Google's Pixel phone is played, it wakes up the speaker - and asks it to recite a list of restaurants. The device is programmed to respond to'Hey Google' The Verizon ad shows people on a train using the phone's smart assistant, the same one found in the Home speaker, to ask for Korean restaurants in Boulder. As the advert plays, the speaker begins reciting a list of restaurants. Google's $130 Home speaker is its entry in the monumental battle between tech giants.

"The aim of marketing is to know and understand the customer so well the product or service fits him and sells itself." Anyone who shops online or uses a music streaming service will have experienced recommendations. Their accuracy can be surprising at first glance, but these recommendations aren't made by accident. They are based on sophisticated machine learning techniques, pattern analysis and automated decision making. Systems like these rely on a technology infrastructure that can import, analyse and interpret huge volumes of data and take appropriate action without the need for human intervention.

Propped over her breakfast at a West Hollywood cafe one morning in late October, Amy Adams was contemplating her dream role. The actress had just dropped her 6-year-old daughter off at school after returning from traveling to promote her two new films, the science-fiction drama "Arrival" and psychological thriller "Nocturnal Animals." Her mother and husband at a nearby table, Adams was preparing for extended family to arrive in town momentarily. "I need to play somebody who just goes around and gets spa treatments," Adams said, wistfully. "I would have to do a lot of spa treatments, just for research. Adams has certainly earned some downtime after turning in her two new complex lead performances. In Denis Villeneuve's "Arrival," which opens Nov. 11, she plays a linguist haunted by an unexplained melancholy who must learn to communicate with aliens in order to prevent a global war. In Tom Ford's "Nocturnal Animals," which opens a week later, she plays an aloof art gallerist obsessed with her ex-husband's novel. At 42, the five-time Oscar nominee's career has been characterized by a mix of supporting roles, from a naive nun in "Doubt" to the wife of a cult leader in "The Master" to journalist/love interest Lois Lane in the latest round of Superman movies. As "Arrival's" Louise Banks, she reluctantly leads a team of investigators including a scientist played by Jeremy Renner. Much of the film's 10-week shoot took place on a bare soundstage in Montreal, with puppeteers behind a lighted screen serving as the aliens. For the entire production, Adams said, she had a stomachache, a side effect of internalizing Louise's anxiety. "She's not heroic in the traditional sense," Adams said of the character. "I love that she gets to rely on her intellect and instinct as opposed to brawn and bravery." Adams said she prepared for the role by studying linguistics and working with her acting coach on the film's psychological underpinnings, but she is ill-equipped to answer the deep questions the movie raises about science and the nature of time. "It's funny when people start challenging me about it," Adams said, of the movie's internal logic. "If I were able to explain how the science of this film works, I would not be an actress." In "Nocturnal Animals," Adams plays a woman who is equally unmoored, although the milieu -- the Los Angeles fine-art scene -- is far more familiar. Adams' husband is artist Darren Le Gallo, and though his work resides more in the underground art scene than the rarified one depicted in the film, she found some uncomfortable parts of the character to latch onto. "I have definitely been invited into that world at times, the wealth and privilege of a very specific part of the Los Angeles art scene," Adams said. "I found myself really judgmental of this character.

D'Arcy Carden revealed that it took her a while before she finally figured out the perfect treatment for her "The Good Place" character, Janet. During a chat at the backstage of EW PopFest last weekend, Carden admitted that she struggled at first in portraying her Siri-like role on the NBC comedy series. "It was hard in the beginning because she's very non-judgmental and she doesn't have emotions; she's mimicking what a human would do, so there was a lot of pulling back on my part," the comedienne explained. "I was talking to [series co-creator] Michael Schur like'I don't know if I'm getting this [right], I don't know if I'm being the robot that you envisioned.'" Although Schur had a clear picture of what Janet should be like, Carden told Entertainment Weekly last month that the two-time Emmy winner let her play different versions of Janet until they figured out together who she really is as a character.

In UK Channel 4 documentaries series "Faking it", Paul O'Hare, a painter and decorator from Liverpool, was given just four weeks to transform himself into a fine artist and attempt to fool the critics at a London art gallery. We are going to show how to do it in less than half an hour and with a little help of Docker, AWS and Deep Learning, including the time you need to read this entry. In order to speed up your transformation, we are going to rely on an artificial intelligence system. This AI system is based on a Deep Neural Network that creates artistic images indistinguishable (we think) from the works of an artist. By combining the content of one image -- a portrait or a landscape photography -- with the style of another image -- typically, the works of a recognized artist -- .

Amazon, Google, Facebook, IBM, and Microsoft have announced they are forming a non-for-profit organisation to educate the public about artificial intelligence (AI) technologies, as well as alleviate anxieties around its application. The collective, which includes Google's AI subsidiary DeepMind, also plans to develop best practices on the challenges and opportunities within the field of AI. The organisation, called Partnership on Artificial Intelligence to Benefit People and Society (Partnership on AI), will address legal and ethical challenges that AI presents, encourage public discourse, and identify opportunities to use AI to bring improvements to society. The organisation does not intend to be a regulatory body, with a statement saying it does "not intend to lobby government or other policymaking bodies." Members of the Partnership on AI will conduct research, recommend best practices, and publish research under an open license in areas such as ethics, fairness, and inclusivity; transparency, privacy, and interoperability; collaboration between people and AI systems; and the trustworthiness, reliability, and robustness of the technology.

"Loving" is an unpretentious film about unassuming real people, but don't let that mislead you. Just as Richard and Mildred Loving ended up overturning the status quo and making American legal history, so this feature on their lives by writer-director Jeff Nichols turns out to be a film of quiet but quite significant strengths. Nichols, responsible for "Mud," "Take Shelter" and the underappreciated humanistic science fiction epic "Midnight Special," has gone in a different, more historical direction here. He's made an involving socially conscious drama about the interracial couple whose marriage, illegal in their home state of Virginia, led to the unanimous 1967 Supreme Court ruling that racist anti-miscegenation laws were unconstitutional. But "Loving" is hardly a legal drama rife with attorney strategies and courtroom scenes.