Piano players may have more in common with a caveman than you might think, if the latest scientific findings are to be believed. Experts have previously argued that the evolution of language in our early ancestors led to advances stone age tools. But new research suggests that developments in areas of the brain used when we master musical instruments are responsible. Researchers from The University of East Anglia have been examining a'revolutionary' step forward in stone tool crafting around 1.75 million years ago. Around 1.75 million years ago, early humans moved from making simple tools from rocks and pebbles to producing two-sided, shaped tools like axes and cleavers. Researchers from the University of East Anglia wanted to better understand the link between brain development and the cognitive abilities behind creating these tools.

The British public's appetite for learning foreign languages has increased significantly after the United Kingdom voted to leave the European Union, according to newly released data. Languages app Lingvist says it has seen a 91 per cent increase in UK users since the EU referendum last June, having compared its user base during the nine months before the vote to its user base in the nine months after the vote. The popularity of English-Spanish courses has grown by 427 per cent, according to the data, with English-French courses experiencing a 342 per cent increase in popularity amongst British users. The I.F.O. is fuelled by eight electric engines, which is able to push the flying object to an estimated top speed of about 120mph. The giant human-like robot bears a striking resemblance to the military robots starring in the movie'Avatar' and is claimed as a world first by its creators from a South Korean robotic company Waseda University's saxophonist robot WAS-5, developed by professor Atsuo Takanishi and Kaptain Rock playing one string light saber guitar perform jam session A man looks at an exhibit entitled'Mimus' a giant industrial robot which has been reprogrammed to interact with humans during a photocall at the new Design Museum in South Kensington, London Electrification Guru Dr. Wolfgang Ziebart talks about the electric Jaguar I-PACE concept SUV before it was unveiled before the Los Angeles Auto Show in Los Angeles, California, U.S The Jaguar I-PACE Concept car is the start of a new era for Jaguar.

Mark Wahlberg gave fans an overview of his upcoming film, "Transformers: The Last Knight," at the 2017 MTV Movie & TV Awards on Sunday night. Wahlberg, who is reprising his "Transformers: Age of Extinction" role in the new movie, took the stage at the awards night to introduce a sneak peek from the Michael Bay-directed flick. Here's the synopsis: Giant badass robots kicking the crap out of each other, and I do some cool things, too," Wahlberg said (via Deadline) of the science fiction action movie before the clip was shown to the audience. The sneak peek shows a meeting between Wahlberg's Cade Yeager and Anthony Hopkins' Sir Edmund Burton, who is running a retirement home for Transformers in England. Also seen in the snippet are Laura Haddock's Vivian Wembley and Bumblebee among many others. READ: "Transformers: The Last Knight" director Michael Bay unveils new original character In "Transformers: The Last Knight," which is the fifth installment of the live-action "Transformers" film series, humans and Transformers are at war. With Optimus Prime (voiced by Peter Cullen) taking a dark turn in the film, the only key to saving humanity's future lies buried in the secrets of the past, most particularly in the hidden history of Transformers on Earth. In addition to running a retirement home for Transformers, Edmund also happens to be an astronomer and historian, who is well-aware about the history of Transformers on Earth. And that's probably the reason why Cade pays him a visit as seen in the sneak peek. In the official trailer for the fifth installment of the franchise, Optimus is seen chained up in a ship in space and faced with a female Transformer, whom he addresses as "my maker." "Optimus Prime, you destroyed your home.

As artificial intelligence becomes more human, to co-exist, does human intelligence need to become more artificial? We've spent a lot of time philosophizing about where Artificial Intelligence is going to take us, how far we are to achieving general AI and the implications it will have on humanity – all not without the sky net scenarios! Hype aside, there are companies out there who are focusing on how we can use artificially intelligent applications to improve the human experience, sustain life on our planet and significantly boost the economy. This pioneering technology could well see the next world-changing scientific discovery hailing from Silicon Valley, especially considering the significant increase in investment over the past few years. According to the Alzheimer's Association, there are more than 5 million Americans living with Alzheimer's today, with a predicted 16 million by 2050, and a further 850,000 people with dementia in the UK.

Funding of nearly £38m is expected to be announced for a facility to make compound semiconductors - a new technology behind robotics, 5G and driverless cars. The 10 councils in the Cardiff Capital Region are set to develop the foundry in Newport, which could create about 2,000 high skilled jobs in five years. The funding follows £12m from the Welsh Government in November 2015. It could make a world-leading hub for the new technology. The factory would be owned by the councils and is projected to create £375m of private sector investment in the next five years.

The future has already arrived in a small factory in Worcester, according to the man hired by Theresa May to put Britain at the forefront of the next industrial revolution. Juergen Maier, the chief executive of Siemens UK, believes new technologies including robotics, artificial intelligence and additive manufacturing, or 3D printing, can deliver greater productivity and create more highly paid jobs. But failing to crack the next revolution will come at a high price: falling living standards. The work being done in Worcester, and places like it, will be crucial if Britain is to be successful outside the EU, Maier says. The starting gun has been fired in this global race and Britain needs to get ahead.

Facebook has announced new measures for tackling fake news in the UK, ahead of next month's general election. The social network is set to treat the issue like clickbait, using algorithms to crack down on misleading articles. "We've found that if reading an article makes people significantly less likely to share it, that may be a sign that a story has misled people in some way," it said. The I.F.O. is fuelled by eight electric engines, which is able to push the flying object to an estimated top speed of about 120mph. The giant human-like robot bears a striking resemblance to the military robots starring in the movie'Avatar' and is claimed as a world first by its creators from a South Korean robotic company Waseda University's saxophonist robot WAS-5, developed by professor Atsuo Takanishi and Kaptain Rock playing one string light saber guitar perform jam session A man looks at an exhibit entitled'Mimus' a giant industrial robot which has been reprogrammed to interact with humans during a photocall at the new Design Museum in South Kensington, London Electrification Guru Dr. Wolfgang Ziebart talks about the electric Jaguar I-PACE concept SUV before it was unveiled before the Los Angeles Auto Show in Los Angeles, California, U.S The Jaguar I-PACE Concept car is the start of a new era for Jaguar.

Cyber criminals are targeting people who live in major cities, with London and Birmingham residents most at risk, says a new report. According to Barclays' Digital Safety Index survey, 23 per cent of people living in the capital and 23 per cent of people living in Birmingham have been affected by at least one scam (table below). The report adds that 28 per cent of London residents and the same proportion of people who live in Bristol have experienced at least one type of online fraud, where the target's details have been compromised and the perpetrator has completed the transaction (table below). The I.F.O. is fuelled by eight electric engines, which is able to push the flying object to an estimated top speed of about 120mph. The giant human-like robot bears a striking resemblance to the military robots starring in the movie'Avatar' and is claimed as a world first by its creators from a South Korean robotic company Waseda University's saxophonist robot WAS-5, developed by professor Atsuo Takanishi and Kaptain Rock playing one string light saber guitar perform jam session A man looks at an exhibit entitled'Mimus' a giant industrial robot which has been reprogrammed to interact with humans during a photocall at the new Design Museum in South Kensington, London Electrification Guru Dr. Wolfgang Ziebart talks about the electric Jaguar I-PACE concept SUV before it was unveiled before the Los Angeles Auto Show in Los Angeles, California, U.S The Jaguar I-PACE Concept car is the start of a new era for Jaguar.

Do we want our machines to act like machines, or do we want them to have a personality? Should they be male or female? Should AI reflect each individual's worldview? Should it live only on our phones or in our homes, or should it permeate the environment we live in? Should it be able to read and react to our emotions? These are the questions that AI designers and engineers are already asking about the machine learning-enabled technologies–and now Ikea wants to ask the rest of us, as well.

A function $f: \mathbb{R}^d \rightarrow \mathbb{R}$ is a Sparse Additive Model (SPAM), if it is of the form $f(\mathbf{x}) = \sum_{l \in \mathcal{S}}\phi_{l}(x_l)$ where $\mathcal{S} \subset [d]$, $|\mathcal{S}| \ll d$. Assuming $\phi$'s, $\mathcal{S}$ to be unknown, there exists extensive work for estimating $f$ from its samples. In this work, we consider a generalized version of SPAMs, that also allows for the presence of a sparse number of second order interaction terms. For some $\mathcal{S}_1 \subset [d], \mathcal{S}_2 \subset {[d] \choose 2}$, with $|\mathcal{S}_1| \ll d, |\mathcal{S}_2| \ll d^2$, the function $f$ is now assumed to be of the form: $\sum_{p \in \mathcal{S}_1}\phi_{p} (x_p) + \sum_{(l,l^{\prime}) \in \mathcal{S}_2}\phi_{(l,l^{\prime})} (x_l,x_{l^{\prime}})$. Assuming we have the freedom to query $f$ anywhere in its domain, we derive efficient algorithms that provably recover $\mathcal{S}_1,\mathcal{S}_2$ with finite sample bounds. Our analysis covers the noiseless setting where exact samples of $f$ are obtained, and also extends to the noisy setting where the queries are corrupted with noise. For the noisy setting in particular, we consider two noise models namely: i.i.d Gaussian noise and arbitrary but bounded noise. Our main methods for identification of $\mathcal{S}_2$ essentially rely on estimation of sparse Hessian matrices, for which we provide two novel compressed sensing based schemes. Once $\mathcal{S}_1, \mathcal{S}_2$ are known, we show how the individual components $\phi_p$, $\phi_{(l,l^{\prime})}$ can be estimated via additional queries of $f$, with uniform error bounds. Lastly, we provide simulation results on synthetic data that validate our theoretical findings.