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Software Ate The World, Now AI Is Eating Software

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Back in 2011, Marc Andreessen famously said that “Software is eating the world” and everyone gushed into the room. This was as much a writing on the wall for many traditional enterprises as it was wonderful news for the software industry.  “To know your future you must know your past” ― George Santayana -1863 - 1952 Industry 4.0 The 4th revolution is driven by giant leaps in ICT innovation and promises to radically alter the face of industry in the coming decades, based on a network-centric communication between players, humans and systems that implement high quality business processes and management, in the entire value network, including the end-users. Industry 4.0 Prior to the t he Fourth Industrial Revolution  The First Industrial Revolution was marked by a transition from hand production methods to machines through the use of steam power and water power.  https://en.wikipedia.org/wiki/Fourth...
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Software Ate The World, Now AI Is Eating Software

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  By Martijn van Attekum, Jie Mei and Tarry Singh Introduction Marc Andreessen famously said that “Software is eating the world” and everyone gushed into the room. This was as much a writing on the wall for many traditional enterprises as it was wonderful news for the software industry. Still no one actually understood what he meant.  To make his point he stated this example: "Today, the world’s largest bookseller, Amazon, is a software company — its core capability is its amazing software engine for selling virtually everything online, no retail stores necessary. On top of that, while Borders was thrashing in the throes of impending bankruptcy, Amazon rearranged its web site to promote its Kindle digital books over physical books for the first time. Now even the books themselves are software." Marc Andreessen This was 2011.  Marc Andreessen TechCrunch   Interestingly, Andreessen also said th...
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Robotic Process Automation hackathon

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In the recent SAP iRPA Hackathon - september 2020, the itelligencegroup team demonstrated positive and intelligent robotic process automation experiences. To understand this, you need to know what is going on under the hood: Integrated the digital human platform, SAP Conversational AI, and seven iRPA bots to incorporate webpages, SAP S/4HANA, machine learning, and email. The conversational AI allows Thorsten to use his voice to communicate in his natural language. The iRPA bots carry out the hard work upon Hackstrid’s command. To recognize and categorize the requests in Thorsten’s inbox, we deploy state-of-the-art natural language processing techniques. This meant that we could also capture email semantics and entities. We used transfer learning from a two-million-word deep learning model with 685,000 unique vectors of 300 dimensions. From here, we retrained the last layer of the deep learning model to learn classification schemes for our particular problem.   SAP i...
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