Tag: AI
What's Lang Lang Got That AI Hasn't?
In my first blog discussing the role of AI in the music industry, which you can check out here, I explored how software is transforming the way music is produced behind the scenes... It led me to further explore how AI technology is learning to perform music itself, and to share my own opinions, speaking as a musician, on the exceeding potential but also definitive limitations of AI...
Could Your Next Favourite Artist Be A Robot?
We've discovered that AI can perform methodically and analytically, but does it have the potential to mimic the human mind's creativity in order to produce a unique work of art such as a musical score? The devising process for music takes imagination; it is a challenge for even the most right-brained people to compose something brilliant that a listener has never heard before... It is even more of a challenge for that music to hold feeling and soul - so how could a computer possibly manage such a task when it ultimately has neither?...
Trust is not a Four-letter Word
A couple of weeks ago Frankfurt may have hosted the purveyors of the fastest machines on the planet at the International Supercomputing Conference ISC19, but it also was the location of a really fascinating meetup focused on innovation in the field of Artificial Intelligence.... Verne Global joined up with hosts WeWork to help sponsor the June Artificial Intelligence Meetup Frankfurt... As I joked with the standing-room only crowd of over 170 participants, there are just so many options when thinking about a topic for a 20-minute talk on Artificial Intelligence (AI)
AI is taking centre stage in today’s film making
When watching a film, you may be the sort of person who immerses themselves in the story and special effects with a view to a couple of hours of escapism... Or, perhaps like me, you are the type who wants to work out what is real and what is computer generated imagery (CGI) and how realistic it really is... Either way, filmmakers continue to push the boundaries to improve the quality and variety of the special effects they deliver with the purpose of enhancing the audience experience and keep us coming back to the box-office
Wolf in Open Source clothing
In an interesting Medium Article, Andrew Leonard wrote about how Amazon may be starting to compete with some of its Open Source software partners... Andrew's article delved into the specifics of the case involving Elastic and their Elasticsearch open source software... Elastic has been happy to offer Elasticsearch in its Open Source form on the AWS platform, and many customers were happy to consume Elastic's capabilities that way.
The Fourth Industrial Revolution and the Bank of England
On Monday of this week, the Bank of England governor Mark Carney promised to reinvent the Bank of England to make it fit for the "new economy" of the "Fourth Industrial Revolution", reflecting changes in how society, business and government operate.... The governor indicated that the bank was beginning to opening up its own payments infrastructure to start-ups from the FinTech sector, while also delivering increasing emphasis on concerns such as climate change... At the same time, the bank would also be looking to embrace artificial intelligence (AI) to assist the bank in facing changes in technology and the world economy.
How AI can keep your executives out of jail
Only artificial intelligence (AI) can prevent social media firms from shutting their doors... Costs, fines and executive jail terms are threatened as the government tackles online harm.... Stricter regulation of social media companies is now high up on the agenda of many national governments
AI and HPC Field Trip - Rumours from the trade show floor
... The long-lasting Icelandic winter didn't impact the momentum of our second AI and HPC Field Trip... Once again we gathered around 15 practitioners from the worlds of AI, machine learning, deep learning and high performance computing to network and brainstorm together, as well as tour our industrial scale campus on Iceland's former NATO based near Keflavik.
2019 GTC San Jose – Rumours from the trade show floor
NVIDIA's GPU Technical Conference (GTC) in San Jose always marks the start of spring... Although at this time of year the daffodils haven't yet broken ground in Boston, but the days are warming, and the snow is becoming less frequent... In San Jose spring was in full swing with sunny days and temperatures above 20⁰C following a winter of record rains
AI & HPC in France
As a French citizen living in London with the dark Brexit cloud looming over us all, I am pleased to see some things moving in the right direction in my beloved home country such as the massive investments the Macron government has made to push for tech innovations throughout the country and the upgrades it so desperately needed... ...
Classic HPC v New HPC – Rumours from the trade show floor
Sometimes the combination of networking at a trade show and catching an insightful presentation provide a valuable insight into market dynamics... Earlier this year I attended the HPC and Quantum Computing summit in London and following this, watched Addison Snell's (CEO of Intersect360 Research) "The New HPC" presentation from the last Stamford HPC Conference... Both confirmed my HPC suspicions garnered over the last year
NeurIPS – Rumours from the trade show floor
Generally, trade shows follow the sun and tourists to popular vacation destinations... Everyone loves a conference in San Diego or Orlando! The recently rebranded NeurIPS (formally NIPS) took a different road this year and visited Montreal in early December... Montreal is one of my favourite cities but in early December it's the season for cold, cloudy weather and infrequent freezing rain
Integration of AI systems at scale
Today, data scientists and machine learning engineers can implement systems for tackling discrete tasks with a very high degree of success... Results in fields such as image processing to support cancer diagnosis can be extremely accurate, with the best performing algorithms even exceeding experienced clinicians for certain categories of cancer diagnosis....
Explainable AI
SC18 here in Dallas is proving once again to be a fascinating melting pot of HPC insights and observations, and it's intriguing to see the continuing convergence of AI into the supercomputing ecosystem... Along these lines I started to think about the movement towards 'Explainable AI'... Being able to explain and understand how models work when making predictions about the real world is a fundamental tenet of science
What to look out for at SC18
SC: The big show with an international HPC audience celebrates its 30th year in 2018... It's the World Cup of supercomputing and now it's more than "just" supercomputing... Advancements in data analytics have topics like artificial intelligence (AI), including machine learning and deep learning, as stars of the show.
AI Icelandic Style – Deep Learning in Reykjavik
Last week I was privileged to be part of our AI and HPC Field Trip to Iceland... The goal of the trip was to share insight and observations around the evolution of AI deep neural network (DNN) training and to tour our HPC-optimised data center... The attendees spanned DNN veterans like Eric Sigler of OpenAI, large enterprise data science leaders like Pardeep Bassi of Liverpool Victoria Insurance (LVE) and start-up pioneers like Max Gerer of e-bot7
Deep Learning at Scale
Deep learning is a current hot topic in HPC and I am sure it will be one of the key themes at SC18... In many cases, we have been hearing about artificial intelligence, machine learning, and deep learning discussed together, though in reality, machine learning is a type of AI, and deep learning is a subset of machine learning... In this article, we will try to best define deep learning and its industrial applications and, more specifically, the benefits of scale - from big data to high-performance computing - to the successful implementation of deep learning.
AI needs to be ‘explainable’ but is that possible?
Amazon's AI made the news early in October after it was revealed that the company had scrapped a recruitment engine because it was 'sexist'... Private Eye, the UK's satirical news magazine, described it as "a reminder to take an extra big pinch of salt whenever you hear that AI will improve the world"... However, the reality is more complicated...
GTC Munich – Rumours from the trade show floor
It was a treat to be in Germany for the last two weeks attending NVIDIA's GTC Europe in Munich and prior to this the HPC User Forum in Stuttgart... The Autumn weather was mostly warm and sunny - great for the Octoberfest but certainly not "free air cooling" for computer clusters despite most of Europe's AI, HPC and Virtual Reality boffins being in town! Once again, here are some observations and insights from my travels......
Trends Advancing Industrial HPC
The global research community, be it academic or applied, has a rich heritage of driving innovation and breakthroughs enabled by HPC... From a business perspective, what are the industry trends around supercomputing and HPC in advancing innovation in key markets?... Three particularly hot topics
AI and HPC Field Trip to Iceland (23-25 October 2018)
Verne Global is excited to announce we will be running an AI and HPC Field Trip to Iceland between the 23-25 October... The Field Trip will bring a select group of European and North American AI pioneers together to share insight, network and showcase how AI communities in Iceland are pushing the boundaries of AI and deep neural network development....
AI is a great opportunity, but banks must innovate faster
The impact of AI on the lives of consumers and the operation of businesses is slowly growing... Whether it's the increasing visibility of autonomous vehicles or the small conveniences of a voice assistant such as Amazon's Alexa, we're beginning to get a sense of what AI can do... However, we're still at the beginning
Talking Ai with London Cab Drivers
Being a daytime Londoner one of my favourite pastimes is to take an occasional ride in a proper London black cab and have a natter along the way... This is often a pretty cathartic experience - probably more so for the driver than the passenger, but I find it entertaining being the listening post, and London cab drivers are a good measure of the mood of the city....
3D Map Making Challenges for Autonomous Driving
Building accurate road maps is a central part of the effort to build and deploy more autonomous vehicles in the real world... The term "map" may be a bit of a misnomer, though, because these maps aren't anything like the flat 2D images available online, they're complete three-dimensional recreations of roadside environments that are updated on a continuous basis to provide a high degree of accuracy — often down to the centimeter scale... These 3D digital maps are a critical part of an autonomous vehicle's ability to perceive the world, and have key applications in other technologies, which has made the effort to develop the definitive map a highly competitive endeavour.
Faster mobile speeds will bring big changes…but it will take time
The noise around 5G is growing... The new mobile data standard is not only faster than 4G but also capable of handling many more devices, which promises a huge boom for the Internet of Things (IoT), smart cities and all kinds of connectivity... However, there is still plenty of work to be done
AI Events - Rumours from the trade show floor
After of a couple of weeks sunning and sailplane racing in Florida it was straight back into the saddle for a London-based Quarterly Business Review and the excellent "Rise of AI" event in Berlin... Following a year of attending various international AI events I'm starting to develop a feel for their differing textures and here is my current evaluation...
Heavy metal and tag lines – Rumours from the trade show floor
On the cusp of spring I regularly refresh my GPU technology suntan at the Nvidia GPU Technology Conference (GTC) in San Jose... This year was fascinating as the speed and scale of both AI and Virtual Reality industries has leapt forward... Here are my takeaways..
HPC and AI collusion – Rumours from the trade show floor
Recently I've garnered much of my blog inspiration from industry events... February has been no exception and I benefited from a fascinating day earlier in the month at the HPC and Big Data conference in London, just a stone's throw from the Houses of Parliament... Here are some of my observations from my discussions there..