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	<title>driver Archives - The Red Team Analysis Society</title>
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		<title>Modeling for Dynamic Risks and Uncertainties (1) : Mapping Risk and Uncertainty</title>
		<link>https://redanalysis.org/2018/11/05/mapping-risk-and-uncertainty-1/</link>
		
		<dc:creator><![CDATA[Dr Helene Lavoix (MSc PhD Lond)]]></dc:creator>
		<pubDate>Mon, 05 Nov 2018 09:47:33 +0000</pubDate>
				<category><![CDATA[Building a model]]></category>
		<category><![CDATA[analysis]]></category>
		<category><![CDATA[Arab Spring]]></category>
		<category><![CDATA[bias]]></category>
		<category><![CDATA[critical uncertainty]]></category>
		<category><![CDATA[customer]]></category>
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		<category><![CDATA[dynamic network]]></category>
		<category><![CDATA[dynamics]]></category>
		<category><![CDATA[factor]]></category>
		<category><![CDATA[featured]]></category>
		<category><![CDATA[future of nation-state]]></category>
		<category><![CDATA[governance]]></category>
		<category><![CDATA[graph]]></category>
		<category><![CDATA[ideal-type]]></category>
		<category><![CDATA[map]]></category>
		<category><![CDATA[mapping]]></category>
		<category><![CDATA[modern nation-state]]></category>
		<category><![CDATA[network]]></category>
		<category><![CDATA[probability]]></category>
		<category><![CDATA[risk]]></category>
		<category><![CDATA[risk management]]></category>
		<category><![CDATA[scenarios]]></category>
		<category><![CDATA[strategic foresight]]></category>
		<category><![CDATA[strategic warning]]></category>
		<category><![CDATA[structural change]]></category>
		<category><![CDATA[time]]></category>
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		<guid isPermaLink="false">http://www.redanalysis.org/?p=644</guid>

					<description><![CDATA[<p>(This article is a fully updated version of the original article published in November 2011 under the title “Creating a Foresight and Warning Model: Mapping a Dynamic Network (I)”). Mapping risk and uncertainty is the second step of a proper process to correctly anticipate and manage risks and uncertainties.  This stage starts with building a model, which, once completed, will describe and explain the issue or question at hand, while allowing for anticipation or foresight. In other words, with the end of the first step, you have selected a risk, an uncertainty, or a series of risks and uncertainties, or an issue of concern, with its proper time frame and scope, for example, what are the risks and uncertainties to &#8230; </p>
<p class="link-more"><a href="https://redanalysis.org/2018/11/05/mapping-risk-and-uncertainty-1/" class="more-link">Continue reading<span class="screen-reader-text"> &#8220;Modeling for Dynamic Risks and Uncertainties (1) : Mapping Risk and Uncertainty&#8221;</span></a></p>
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				<p>The remaining part of this article is for our <a style="color: #fff" href="https://redanalysis.org/product/membership-2/" target="_blank" rel="noopener">members</a>. Make sure you get real analysis and not opinion, or, worse, fake news. <a style="color: #fff" href="https://redanalysis.org/my-account/?wcm_redirect_to=post&#38;wcm_redirect_id=644">Log in</a> and access this article.</p>		    </div>
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		<post-id xmlns="com-wordpress:feed-additions:1">644</post-id>	</item>
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		<title>When AI Started Creating AI &#8211; Artificial Intelligence and Computing Power</title>
		<link>https://redanalysis.org/2018/05/07/when-ai-started-creating-ai-artificial-intelligence-and-computing-power/</link>
					<comments>https://redanalysis.org/2018/05/07/when-ai-started-creating-ai-artificial-intelligence-and-computing-power/#respond</comments>
		
		<dc:creator><![CDATA[Dr Helene Lavoix (MSc PhD Lond)]]></dc:creator>
		<pubDate>Mon, 07 May 2018 08:00:44 +0000</pubDate>
				<category><![CDATA[Americas]]></category>
		<category><![CDATA[Artificial Intelligence - Foreseeing the Future AI-powered World]]></category>
		<category><![CDATA[AGI]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[algorithm]]></category>
		<category><![CDATA[Artificial General Intelligence]]></category>
		<category><![CDATA[China]]></category>
		<category><![CDATA[Deep Learning]]></category>
		<category><![CDATA[driver]]></category>
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		<category><![CDATA[Open Access]]></category>
		<category><![CDATA[supercomputer]]></category>
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		<category><![CDATA[U.S.]]></category>
		<guid isPermaLink="false">https://www.redanalysis.org/?p=17939</guid>

					<description><![CDATA[2018 could be the year when the U.S. takes back the lead over China with the most powerful supercomputer in the world.&#160;It could be the year when the AI-power war over computing power started. 2017 is the year when Artificial Intelligence started creating Artificial Intelligence (AI). It is the year when China overtook the US &#8230; <p class="link-more"><a href="https://redanalysis.org/2018/05/07/when-ai-started-creating-ai-artificial-intelligence-and-computing-power/" class="more-link">Continue reading<span class="screen-reader-text"> "When AI Started Creating AI &#8211; Artificial Intelligence and Computing Power"</span></a></p>]]></description>
		
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		<post-id xmlns="com-wordpress:feed-additions:1">17939</post-id>	</item>
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		<title>★ Artificial Intelligence &#8211; Forces, Drivers and Stakes</title>
		<link>https://redanalysis.org/2018/03/26/artificial-intelligence-forces-drivers-and-stakes/</link>
					<comments>https://redanalysis.org/2018/03/26/artificial-intelligence-forces-drivers-and-stakes/#respond</comments>
		
		<dc:creator><![CDATA[Dr Helene Lavoix (MSc PhD Lond)]]></dc:creator>
		<pubDate>Mon, 26 Mar 2018 10:19:45 +0000</pubDate>
				<category><![CDATA[Artificial Intelligence - Foreseeing the Future AI-powered World]]></category>
		<category><![CDATA[algorithm]]></category>
		<category><![CDATA[big data]]></category>
		<category><![CDATA[computing]]></category>
		<category><![CDATA[Deep Learning]]></category>
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		<guid isPermaLink="false">https://www.redanalysis.org/?p=17782</guid>

					<description><![CDATA[Here we shall present the drivers and forces behind the current&#160;exponential development of Artificial Intelligence (AI). Deep Learning, a sub-field of AI, leads this expansion, as we explained in &#8220;When Artificial Intelligence will Power Geopolitics – Presenting AI&#8221; (open access) and in &#8220;Artificial Intelligence and Deep Learning – The New AI-World in the Making&#8221; (semi-open &#8230; <p class="link-more"><a href="https://redanalysis.org/2018/03/26/artificial-intelligence-forces-drivers-and-stakes/" class="more-link">Continue reading<span class="screen-reader-text"> "★ Artificial Intelligence &#8211; Forces, Drivers and Stakes"</span></a></p>]]></description>
		
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		<post-id xmlns="com-wordpress:feed-additions:1">17782</post-id>	</item>
		<item>
		<title>Strategic Thinking in the Russian Arctic: When Threats Become Opportunities (1)</title>
		<link>https://redanalysis.org/2016/12/19/strategic-thinking-russian-arctic-threats-become-opportunities-1/</link>
		
		<dc:creator><![CDATA[Dr Jean-Michel Valantin (PhD Paris)]]></dc:creator>
		<pubDate>Mon, 19 Dec 2016 10:23:47 +0000</pubDate>
				<category><![CDATA[Arctic]]></category>
		<category><![CDATA[East Asia and Pacific]]></category>
		<category><![CDATA[Energy Security]]></category>
		<category><![CDATA[Resources crisis]]></category>
		<category><![CDATA[Russia]]></category>
		<category><![CDATA[climate change]]></category>
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		<category><![CDATA[energy]]></category>
		<category><![CDATA[featured]]></category>
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		<category><![CDATA[Russian Arctic]]></category>
		<category><![CDATA[strategy]]></category>
		<category><![CDATA[threat]]></category>
		<guid isPermaLink="false">https://www.redanalysis.org/?p=13595</guid>

					<description><![CDATA[This series of two articles focuses on the current development of the Russian Arctic region, while explaining and demonstrating the importance of using strategic thinking for governments as well as for business actors. Indeed, the international dynamics of geopolitical and environmental changes, including their interactions, are becoming so rapid and powerful that political and business actors have &#8230; <p class="link-more"><a href="https://redanalysis.org/2016/12/19/strategic-thinking-russian-arctic-threats-become-opportunities-1/" class="more-link">Continue reading<span class="screen-reader-text"> "Strategic Thinking in the Russian Arctic: When Threats Become Opportunities (1)"</span></a></p>]]></description>
		
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">13595</post-id>	</item>
		<item>
		<title>Constructing a Foresight Scenario&#8217;s Narrative with Ego Networks</title>
		<link>https://redanalysis.org/2012/01/02/using-ego-networks-in-foresight-scenarios/</link>
		
		<dc:creator><![CDATA[Dr Helene Lavoix (MSc PhD Lond)]]></dc:creator>
		<pubDate>Mon, 02 Jan 2012 09:03:55 +0000</pubDate>
				<category><![CDATA[Methodology of Scenario building]]></category>
		<category><![CDATA[analysis]]></category>
		<category><![CDATA[driver]]></category>
		<category><![CDATA[ego network]]></category>
		<category><![CDATA[factor]]></category>
		<category><![CDATA[narrative]]></category>
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		<category><![CDATA[strategic foresight]]></category>
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		<guid isPermaLink="false">http://www.redanalysis.org/?p=351</guid>

					<description><![CDATA[<p style="text-align: justify;">In many foresight methods, once you have identified the main factors or variables and reach the moment to develop the narrative for the scenarios, you are left with no guidance regarding the way to accomplish this step, beyond something along the line of “flesh out the scenario and develop the story.”*</p>
<p style="text-align: justify;">Here, we shall do otherwise and provide a straightforward and easy method to write the scenario. We shall use the dynamic network we constructed for Everstate &#8211; or for another issue &#8211; and the feature called “Ego Network” that is available in social network analysis and visualisation software to guide the development and writing of the narrative.</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">351</post-id>	</item>
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		<title>Variables, Values and Consistency in Dynamic Networks</title>
		<link>https://redanalysis.org/2011/12/18/determining-criteria-values-and-consistency/</link>
		
		<dc:creator><![CDATA[Dr Helene Lavoix (MSc PhD Lond)]]></dc:creator>
		<pubDate>Sun, 18 Dec 2011 08:40:03 +0000</pubDate>
				<category><![CDATA[Building a model]]></category>
		<category><![CDATA[analysis]]></category>
		<category><![CDATA[Bayesian Network]]></category>
		<category><![CDATA[consistency]]></category>
		<category><![CDATA[driver]]></category>
		<category><![CDATA[factor]]></category>
		<category><![CDATA[initial criteria]]></category>
		<category><![CDATA[scenarios]]></category>
		<category><![CDATA[variable]]></category>
		<guid isPermaLink="false">http://www.redanalysis.org/?p=356</guid>

					<description><![CDATA[<p style="text-align: justify;">In this article we explain and discuss the methodological background that allows us to set the criteria for Everstate &#8211; or for any country or issue chosen &#8211; as exemplified in the post &#8220;<a title="Everstate’s characteristics" href="http://www.redanalysis.org/2011/12/19/everstates-characteristics/" target="_blank" rel="noopener noreferrer">Everstate&#8217;s characteristics</a>.&#8221; Meanwhile, we also address the problem of consistency.</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">356</post-id>	</item>
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		<title>Revisiting influence analysis</title>
		<link>https://redanalysis.org/2011/12/04/revisiting-influence-analysis-2/</link>
		
		<dc:creator><![CDATA[Dr Helene Lavoix (MSc PhD Lond)]]></dc:creator>
		<pubDate>Sun, 04 Dec 2011 09:42:29 +0000</pubDate>
				<category><![CDATA[Methodology of Scenario building]]></category>
		<category><![CDATA[analysis]]></category>
		<category><![CDATA[criteria]]></category>
		<category><![CDATA[driver]]></category>
		<category><![CDATA[factor]]></category>
		<category><![CDATA[Futurism]]></category>
		<category><![CDATA[mapping]]></category>
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		<category><![CDATA[political science]]></category>
		<category><![CDATA[politics]]></category>
		<category><![CDATA[scenarios]]></category>
		<category><![CDATA[strategic foresight]]></category>
		<category><![CDATA[strategic foresight and warning]]></category>
		<category><![CDATA[The Chronicles of Everstate]]></category>
		<category><![CDATA[uncertainty]]></category>
		<category><![CDATA[variable]]></category>
		<guid isPermaLink="false">http://www.redanalysis.org/?p=310</guid>

					<description><![CDATA[<p style="text-align: justify;">Once variables (also called factors and drivers according to authors) have been identified – and in our case <a href="https://redanalysis.org/2011/11/13/creating-the-model-from-map-to-dynamic-network-part-2/" target="_blank" rel="noopener">mapped</a>, most foresight methodologies aim at reducing their number, i.e. keeping only a few of those variables.</p>
<p style="text-align: justify;">Indeed, considering cognitive limitations, as well as finite resources, one tries obtaining a number of variables that can be easily and relatively quickly combined by the human brain.</p>
<p style="text-align: justify;">The problem we here face methodologically is how to reduce this number of variables at best, making sure we do not reintroduce biases or/and simplify our model so much it becomes useless or suboptimal.</p>
<p style="text-align: justify;">Furthermore, considering also the potential adverse reactions of practitioners to complex models, being able to present a properly simplified or reduced model (however remaining faithful to the initial one) is most often necessary.</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">310</post-id>	</item>
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		<title>Modeling for Dynamic Risks and Uncertainties (2) : Mapping a Dynamic Network</title>
		<link>https://redanalysis.org/2011/11/13/creating-the-model-from-map-to-dynamic-network-part-2/</link>
		
		<dc:creator><![CDATA[Dr Helene Lavoix (MSc PhD Lond)]]></dc:creator>
		<pubDate>Sun, 13 Nov 2011 08:45:37 +0000</pubDate>
				<category><![CDATA[Building a model]]></category>
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		<category><![CDATA[Arab Spring]]></category>
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		<category><![CDATA[risk]]></category>
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		<category><![CDATA[structural change]]></category>
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		<guid isPermaLink="false">http://www.redanalysis.org/?p=380</guid>

					<description><![CDATA[<p style="text-align: justify;"><em>Go back to <a href="https://redanalysis.org/2011/11/13/creating-the-model-mapping-a-dynamic-network-part-1/" target="_blank" rel="noopener noreferrer">Part 1</a></em></p>
<p style="text-align: justify;">Actually, any SF&#38;W model as it primarily deals with time should be a dynamic network. How can we expect obtaining any potential outline for the future if our model for understanding is static?</p>
<p style="text-align: justify;">Our map thus aims at representing the potential dynamics of polities. We shall notably use <a href="http://books.google.ca/books?id=dQ53vjKiwR0C&#38;pg=PA131&#38;lpg=PA131&#38;dq=ertman+leviathan&#38;source=bl&#38;ots=wPgq7v1F4x&#38;sig=_uu0_o9ezBY5gHGT9NZQsLlKK8E&#38;hl=en&#38;ei=aEe5TrTFMKX42gXk76y8Bw&#38;sa=X&#38;oi=book_result&#38;ct=result&#38;redir_esc=y#v=onepage&#38;q&#38;f=false" target="_blank" rel="noopener noreferrer">Ertman</a>’s work on past state-building, but making it adaptable to present and future conditions.</p>
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