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		<title>The ‘Internet of Things’ helping to provide key evidence in criminal trials</title>
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		<pubDate>Wed, 30 Sep 2020 09:37:44 +0000</pubDate>
				<category><![CDATA[Internet of things]]></category>
		<category><![CDATA[Amazon Alexas]]></category>
		<category><![CDATA[digital devices]]></category>
		<category><![CDATA[GPS systems]]></category>
		<category><![CDATA[Internet of Things]]></category>
		<category><![CDATA[Technology]]></category>
		<guid isPermaLink="false">http://www.aiuniverse.xyz/?p=11889</guid>

					<description><![CDATA[<p>Source: cps.gov.uk Digital devices like smart doorbells, dashcam footage, car GPS systems and even Amazon Alexas are providing increasingly more evidence in criminal trials, the Director of <a class="read-more-link" href="https://www.aiuniverse.xyz/the-internet-of-things-helping-to-provide-key-evidence-in-criminal-trials/">Read More</a></p>
<p>The post <a href="https://www.aiuniverse.xyz/the-internet-of-things-helping-to-provide-key-evidence-in-criminal-trials/">The ‘Internet of Things’ helping to provide key evidence in criminal trials</a> appeared first on <a href="https://www.aiuniverse.xyz">Artificial Intelligence</a>.</p>
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<p>Source: cps.gov.uk</p>



<p>Digital devices like smart doorbells, dashcam footage, car GPS systems and even Amazon Alexas are providing increasingly more evidence in criminal trials, the Director of Public Prosecutions (DPP) said in a speech today.</p>



<p>Addressing the Westminster Policy Forum this morning on the challenges of prosecuting crime in 2020, Max Hill QC spoke about how developments in digital technology are driving significant changes in the way evidence is collected and used in court.</p>



<p>He said: “As little as 15 years ago criminal investigations and subsequent prosecutions were likely to focus on the crime scene for evidence backed up by eye witness testimonies and door-to-door enquiries.</p>



<p>“This has been transformed by the way we now live our lives and share information online. The digital devices which are becoming part of the fabric of everyday life, like smart phones, social media and even things like Alexa can actively provide key evidence to pinpoint whereabouts, provide footage of an incident or a timeline.</p>



<p>“Alexa has already been used as a line of enquiry in a murder case the US. The opportunities and threats presented by the digital age is a constantly evolving challenge for all parts of the criminal justice system, as well as for wider society.”</p>



<p>The DPP gave an example of how the GPS system in a Land Rover Discovery was instrumental in providing evidence during a crossbow murder case earlier this year.</p>



<p>Following the death, the defendant was questioned about his possession of crossbows, but it was only two week later when the GPS system was retrieved from his partner’s burned out vehicle that vital evidence was found.</p>



<p>Information retained by Jaguar Land Rover proved the car had been used for reconnaissance as it was traced to the victim’s driveway the night before the murder.</p>



<p>It also showed that the car had travelled to the crime scene again the following night and remained until 12 minutes after the victim was shot. The system indicated the boot was opened and closed when the car arrived and before it left. The offender was convicted and received a life sentence.</p>



<p>Max Hill underlined the importance of keeping up with emerging technology. He said: &#8220;The detectives of the past could only dream of the modern opportunities to gather and deploy evidence. But these also represent unprecedented evidential challenges.</p>



<p>&#8220;Just as technology is changing the nature of crime, technological innovations will change investigations. Machine learning and artificial intelligence is being developed to be more effective and reliable in sifting through vast amounts of data.</p>



<p>&#8220;Prosecuting crime in 2020 means integrating new and old techniques to make sure digitally-driven investigations are translated into fair and effective cases. This is a fast moving landscape and we will not and must not stand still.”</p>



<p>The CPS is investing in technology to help it review large sets of evidential data and identify personal data to help with GDPR responsibilities.</p>



<p>It will also provide enhanced search capabilities that will enable a prosecutor to more easily establish which elements of the evidence are most relevant.</p>
<p>The post <a href="https://www.aiuniverse.xyz/the-internet-of-things-helping-to-provide-key-evidence-in-criminal-trials/">The ‘Internet of Things’ helping to provide key evidence in criminal trials</a> appeared first on <a href="https://www.aiuniverse.xyz">Artificial Intelligence</a>.</p>
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		<title>Machine &#8216;learning&#8217; has issues, but AI here to stay</title>
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		<pubDate>Wed, 09 Aug 2017 10:24:11 +0000</pubDate>
				<category><![CDATA[Artificial Intelligence]]></category>
		<category><![CDATA[Deep Learning]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[deep learning]]></category>
		<category><![CDATA[digital devices]]></category>
		<category><![CDATA[IT]]></category>
		<category><![CDATA[Machine learning]]></category>
		<guid isPermaLink="false">http://www.aiuniverse.xyz/?p=519</guid>

					<description><![CDATA[<p>Source &#8211; saultthisweek.com The future seems to be here when it comes to artificial intelligence. Although many think artificial intelligence, or AI, is still the stuff of books <a class="read-more-link" href="https://www.aiuniverse.xyz/machine-learning-has-issues-but-ai-here-to-stay/">Read More</a></p>
<p>The post <a href="https://www.aiuniverse.xyz/machine-learning-has-issues-but-ai-here-to-stay/">Machine &#8216;learning&#8217; has issues, but AI here to stay</a> appeared first on <a href="https://www.aiuniverse.xyz">Artificial Intelligence</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>Source &#8211; <strong>saultthisweek.com</strong></p>
<p>The future seems to be here when it comes to artificial intelligence.</p>
<p>Although many think artificial intelligence, or AI, is still the stuff of books and film, it’s actually used in a number of products and apps that most of us use multiple times a day.</p>
<p>Dr. Miguel Garcia-Ruiz, a professor of computer science at Algoma University said, “We use practical and effective AI applications every day and we often don’t notice it, from checking the weather forecast on a cellphone to washing clothes in a washing machine.</p>
<p>“Currently, social networks such as Facebook use AI techniques for finding new contacts and people online, not to mention showing ads according to our preferences and Internet usage.”</p>
<p>A clear definition of just what is meant by artificial intelligence can help to clarify how it can be used for so many different applications.</p>
<p>“It can be defined as a branch of computer science that deals with the simulation of human behaviour, where personal computers and other digital devices such as cellphones, digital toys, etc., carry out tasks that can be considered ‘smart,’” said Garcia-Ruiz.</p>
<p>“AI may include perception, reasoning, planning, conducting complex tasks, learning, etc.”</p>
<p>Practical application can be dated to the 1950s when some computer programs were created to simulate intelligence, “including a computer program for playing checkers that was ‘intelligent’ enough to challenge human players,” said Garcia-Ruiz.</p>
<p>But AI has come a long way since then. Computers now learn differently.</p>
<p>“AI is not that different from how humans learn, at least conceptually,” said Garcia-Ruiz.</p>
<p>“Computers capable of doing AI can learn like humans by using cameras, motion and light sensors and other types of sensors (the equivalent to our human senses) for acquiring information from the environment, memorize information, solve problems, learn from mistakes and from experience, compare already stored knowledge with new knowledge, etc.”</p>
<p>The computer then applies what it has learned in essentially the same way a human does — “by comparing stored knowledge with new acquired knowledge, analyzing already-stored patterns,” said Garcia-Ruiz.</p>
<p>“One example of this is the face recognition feature found in cellphones.</p>
<p>“The cellphone app first needs to ‘learn’ the face of the owner, and then compare that data against a new image taken from the user every time he or she gets access to the cellphone.”</p>
<p>For those waiting to get their very own version of Tony Stark’s Jarvis AI, that day may be here sooner than they think.</p>
<p>“That’s not fantasy anymore,” said Garcia-Ruiz of Jarvis.</p>
<p>“AI is already a pervasive and ubiquitous technology that is present in many digital devices that we use every day.”</p>
<p>And the way people interact with their devices is also improving.</p>
<p>“Now we can use voice commands and gestures for interacting with everyday appliances, computers and video game consoles.</p>
<p>“In addition, computer scientists are investigating novel ways of interacting with digital devices, for example, how computers can recognize our emotions and act (or react) upon it by playing our favourite music when we are sad.”</p>
<p>It’s no surprise that many jobs are at risk of being replaced by computers thanks to artificial intelligence, but there are some that are likely to be safe — for a while, at least — and other jobs still to be invented.</p>
<p>“I don’t think computers will replace real people answering phones at call centres soon, but it may happen in one or two decades,” said Garcia-Ruiz.</p>
<p>“However, there are new IT jobs related to AI.</p>
<p>“I think there is currently a shortage around the world of IT professionals that know how to program and use machine learning and other AI techniques.”</p>
<p>And a lot of tweaks are still to be made to perfect the technology.</p>
<p>“Certainly there have been some recent AI design ‘mistakes’ around, for example the autopilot feature from a Tesla car that failed to recognize an incoming trailer, killing its driver,” said Garcia-Ruiz.</p>
<p>“Clearly, the car AI will need to be fixed and improved asap, albeit difficult to do.”</p>
<p>Nevertheless, AI technology is extremely advanced.</p>
<p>Garcia-Ruiz referenced Google researcher and futurologist Raymon Kurzweil, who has predicted that by 2045, AI will outperform human intelligence.</p>
<p>Does that mean we should all be worried about a real-life Avengers-style Ultron?</p>
<p>“I don’t think advanced AI by itself will be harmful to humans, unless wrong hands use it,” said Garcia-Ruiz.</p>
<p>“I think AI can be a threat if it is not designed and programmed with some kind of safeguarding mechanisms.</p>
<p>“I have no doubt that AI and its applications (such as machine learning) are continuously evolving and improving for the benefit of humanity, but AI applications in critical systems where human lives may be at risk (such as in nuclear power plant systems), must be designed with caution.”</p>
<p>The post <a href="https://www.aiuniverse.xyz/machine-learning-has-issues-but-ai-here-to-stay/">Machine &#8216;learning&#8217; has issues, but AI here to stay</a> appeared first on <a href="https://www.aiuniverse.xyz">Artificial Intelligence</a>.</p>
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