Tag: iot

  • Rethinking artificial intelligence and the smarthome

    Rethinking artificial intelligence and the smarthome

    What happens when the founder and CEO of one of the world’s biggest tech companies decides to create a genuinely smart home? Facebook’s Mark Zuckerberg spend 2016 finding out.

    “My goal was to learn about the state of artificial intelligence — where we’re further along than people realize and where we’re still a long ways off,” Zuckerberg writes in a blog post.

    The immediate problem Zuckerberg faced in creating his home made Jarvis automation system was many household appliances are not network ready and for those that are,  the proliferation of standards makes tying them together difficult.

    For assistants like Jarvis to be able to control everything in homes for more people, we need more devices to be connected and the industry needs to develop common APIs and standards for the devices to talk to each other.

    Having jerry rigged a number of workarounds, including a cannon to fire his favourite t-shirts from the wardrobe and retrofitting a 1950s toaster to make his breakfast, Zuckerberg then faced another problem – the user interface.

    While voice is presumed to be the main way people will control the smart homes of the future, it turns out that text is a much less obtrusive way to communicate with the system.

    One thing that surprised me about my communication with Jarvis is that when I have the choice of either speaking or texting, I text much more than I would have expected. This is for a number of reasons, but mostly it feels less disturbing to people around me. If I’m doing something that relates to them, like playing music for all of us, then speaking feels fine, but most of the time text feels more appropriate. Similarly, when Jarvis communicates with me, I’d much rather receive that over text message than voice. That’s because voice can be disruptive and text gives you more control of when you want to look at it.

    Given the lead companies like Amazon, Microsoft, Google and Apple have over Facebook in voice recognition, it’s easy to dismiss Zuckerberg’s emphasis on text, but his view does feel correct. Having a HAL type voice booming through house isn’t optimal when you have a sleeping partner, children or house guests.

    Zuckerberg’s view also overlooks other control methods, Microsoft and Apple have been doing much in the realm of touch interfaces while wearables offer a range of possibilities for people to communicate with systems.

    The bigger problem Zuckerberg identifies is with Artificial Intelligence itself. At this stage of its development AI struggles to understand context and machine learning is far from mature.

    Another interesting limitation of speech recognition systems — and machine learning systems more generally — is that they are more optimized for specific problems than most people realize. For example, understanding a person talking to a computer is subtly different problem from understanding a person talking to another person.

    Ultimately Zuckerberg concludes that we have a long way to go with Artificial Intelligence and while there’s many things we’re going to be able to do in the near term, the real challenge lies in understanding the learning process itself, not to mention the concept of intelligence.

    In a way, AI is both closer and farther off than we imagine. AI is closer to being able to do more powerful things than most people expect — driving cars, curing diseases, discovering planets, understanding media. Those will each have a great impact on the world, but we’re still figuring out what real intelligence is.

    Perhaps we’re looking at the what intelligence and learning from a human perspective. Maybe we to approach artificial intelligence and machine learning from the computer’s perspective – what does intelligence look like to a machine?

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  • Computing on the edge

    Computing on the edge

    As with every vendor conference, this year’s AWS Re:Invent convention in Las Vegas bombarded the audience with new product announcements and releases.

    One of the interesting aspects for the Internet of Things was the announcement of Amazon Greengrass, a service that stores machine data on remote equipment which combines the company’s Lambda serverless computing and IoT services.

    Further pushing Amazon’s move into the IoT space was CEO Andy Jassy’s announcement that chip makers such as Qualcomm and Intel will be building Lambda functions into their chipsets, further embedding AWS into the ecosystem.

    Jassy also touted the company’s new Snowball Edge, a slimmed down version of their Snowball data transfer unit that also include some processing features, that is aimed at storing machine data at remote or moving locations such as ships, aircraft, farms or oil rigs.

    That latter function ties into one of the key aspects about the Internet of Things – that most data doesn’t have to, or can’t, be transmitted over the internet. This is something companies like Cisco have focused on in their edge computing strategies.

    With AWS dominating the cloud computing industry – Gartner estimates the company is ten times bigger than the next 14 companies combined – the worry for customers and regulators will be how much control the organisation has of the world’s data.

    It’s hard though not to be impressed at the range of products the company has, and the speed they get them to market, the onus is on companies like Microsoft, Google and Facebook to allocate the resources and talent to match AWS in the marketplace.

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  • Hacking the smartcity

    Hacking the smartcity

    Last Saturday the San Francisco Muni’s fare system came to a halt after hackers successfully penetrated the ticketing system.

    Across the city’s stations, ticket machines were disabled and access gates were opened, resulting in free rides that many, including this writer, took advantage of.

    While the Muni’s management are claiming public safety and customer information wasn’t compromised, it is a very public reminder of the weaknesses in the Internet of Things and smartcity technologies.

    Given the complexity of smartcity technologies it’s inevitable that hackers and malicious actors will find their way into Internet facing networks. The range of vendors involved and the vast diversity of devices, old and new, in the systems guarantees there will always be weaknesses.

    The great challenge for the Internet of Things industry and smartcity advocates is to secure these diverse systems. The stakes are high for the communities using these technology.

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  • Time to rethink IT security

    Time to rethink IT security

    Last weekend a cyberattack launched from compromised webcams crippled a number of high profile services. In response, the Chinese manufacturer has withdrawn the devices from the market.

    That dodgy webcams should have been used to launch a massive DDOS doesn’t surprise anyone who’s spent any time in the home automation field. These problems are endemic in the Internet of Things.

    In the early 2000s I became involved in a home automation company through my IT support business. Basically we were kitting out Sydney’s harbourfront mansions with state of the art technology.

    Very quickly I realised something was wrong. Almost all the home automation and CCTV systems were running on outdated, insecure software. The leading brand of home security systems used servers running on an old version of Windows 2000 at a time when malware was exploding.

    It wasn’t a matter of if, but when, these systems would become hopelessly compromised given the networks they were running on were shared with the home users.

    The real concern though was when I raised this with the vendors, installers and designers – no one cared. It was clear security wasn’t a concern for the market and the industry.

    We could have patched the systems and boosted their security policies but given the shoddy software being used – mainly DOS batch files – and the assumed file permissions we’d have completely broken the systems and it would up to us to fix it given the attitudes of vendors and clients.

    After realising this problem was industry wide I pulled the pin on that business venture as I wasn’t prepared to carry the legal risk and moral obligation of helping install dangerous equipment into people’s homes or businesses.

    I’ve since watched as the Internet of Things has become fashionable with the knowledge that the industry’s cavalier attitude towards customer security hasn’t changed.

    Now we’re at the stage where script kiddies can launch massive attacks from compromised webcams – God knows what the serious bad guys like state sponsored actors, criminal organisations and commercial spies are up to with these things – which shows the industry’s robotic chickens have come home to roost.

    What last weekend’s events show is we have to demand better security from our technology suppliers. That though comes at a cost – we’ll pay more, we’ll have to sacrifice some convenience and we’ll have to spend time maintaining systems.

    Are we prepared to wear those costs? Is the tech industry prepared to move beyond it’s ‘good enough’ attitude toward security? Are governments prepared to legislate and enforce proper design rules?

    We may not have a choice if we want to enjoy the benefits of technology.

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  • Huawei’s attempt to shape the cloud

    Huawei’s attempt to shape the cloud

    For the last two days Chinese network equipment vendor Huawei has been holding its first Huawei connect conference in Shanghai.

    There’s alway plenty to announce at these conferences and Huawei had consultancy partnerships with both Accenture and Infosys, their IoT strategy and their big push into cloud computing.

    Ken Hu, the company’s current CEO, even had a new word – cloudification – to describe how business processes are going onto the cloud. Although during the segment on their relationship with SAP, the Huawei executives were at pains to emphasise that in their view most enterprises are a long way from going to a public cloud and will be hosting their own services for some time yet.

    Despite the clumsy buzzwords, Huawei does have an interesting selling point in the market with its tie up with telcos giving it both a strong sales channel and a unique selling point. How well they execute with telecommunications companies that are notoriously poor at selling these services remains to be seen.

    Huawei’s internet of things services are a similar proposition. Being close to the carriers means the company is well positioned to compete in the market, particularly in M2M applications, but again that closeness to telcos could be a hindrance.

    The big message from Huawei Connect is that Chinese companies are genuine competitors to European and North American companies like Ericsson and Cisco, something illustrated on Tuesday when Tencent previewed their new head office in Shenzhen that will act as a live R&D lab for their IoT offerings.

    Overall Huawei Connect was a good example of the Chinese government’s efforts to shift the nation’s economy up the value chain.

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