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Explainable AI (xAI) – Responsible, Trusted and Ethical
PROLOGUE What is good for the goose may not necessarily be good for the gander. Ethical responsibility, as we have seen with recent issues with social media does not necessarily have a right or a wrong and it is based on personal viewpoints. Having AI make such judgements will be a constant struggle. As we…
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The MANTRA M5 Platform
PROLOGUE The Metaverse is a stack of stacks, verses of verses. But Meta without verse does not rhyme! Today, we stand at that tryst with destiny where the connected world is becoming more dynamic and visceral. Web3 and its incarnation, the Metaverse, are emerging to connect the world of digital value with that of physical…
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ENACT: ORCHESTRATE-EMPOWER
In a prior article we had discussed the complexity of Knowns and Unknowns with respect to the Johari window on ascertaining awareness, perception, knowledge, and wisdom in terms of behaviors (action) and cognition (understanding). We had also detailed how data and information can be effectively managed using 6 schema constructs: Write, Read, Demand, Automate, Evolve…
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Data is not DNA
PROLOGUE In this article, we digress to summarize our intentions for actionable intelligence by reviewing the proceedings of the recently concluded AI day 2022 by Tesla and NVidia’s GTC Fall 2022 conference. As we, at Numorpho Cybernetic Systems (NUMO) progress with our own network to enable actionable intelligence to facilitate process automation, these will be…
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Engaging Disengagement
“I’m learning to fly, but I ain’t got wings. Coming down is the hardest thing” – Tom Petty PROLOGUE Disengagement occurs when an automated system stops working either by intent or because of malfunction or a perception of malfunction. In case of autonomous driven cars, it is a situation when the driver feels that it…
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Orchestrating Intelligence
“You can’t improve what you don’t measure.”- Peter Drucker PROLOGUE Douglas Adams in the Hitchhiker’s Guide to the Galaxy states that the answer to life, the universe and everything is 42, but what really is the question? We talk about Big Data and all the analytics that it entails to try to intelligently solve problems,…
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Actionable Intelligence
“Knowing is not enough; we must apply. Willing is not enough; we must do” – Johann Wolfgang von Goethe PROLOG In our prior article we discussed complexity – the knowns and the unknowns, and how data can be stored in multiple different schema representations to make sense of the information so that it can be…