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The power of network visualization

Sunday, December 12th, 2010

[ by Charles Cameron ]

We’ve been having an intriguing discussion recently in the comments here on Zenpundit about mapping / modeling complex situations in a way that leaves us humans more liable to come to nuanced understandings and less liable to unintended consequences, and one point that keeps on cropping up is the need to pare down the number of nodes in our mapping without losing sight of the subtleties…

I was thus delighted to find, as I was doing my morning trawl of usual and unusual news sources, that Glenn Beck had come out with his estimate of how many Muslim terrorists there are in the world (10% of the global Muslim population, ie 157 million), Fareed Zakaria had refuted him — and there was even a helpful Silobreaker network diagram to show me how the relevant nodes under discussion fit together:

Beck Muslims and Brewery

I was delighted to see that (Mormon) Glenn Beck is more closely associated with (Muslim) Rep. Keith Ellison than he is with terrorists, and sorry to note that Beck’s Brewery and Islam are somehow linked… But naturally, once I had seen this much I wanted to drill down even deeper — so I entered the appropriate keywords at Silobreaker and found this:

silobreaker beck islam

You’ll see that Beck’s link with Al Qaeda is, thankfully, a weak one. And I think you’ll agree with me that even shifting from a six node to an eight node graph considerably ups the sophistication of analysis required to fully comprehend the issues portrayed.

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In any case, I thought it might be appropriate to post Silobuster’s more detailed map of the current situation with WikiLeaks here:

Wikileaks Silobreaker

All becomes clear, eh?

I particularly like the node labeled “Gland” (it’s almost hidden but not quite, you’ll find it lower right, between PayPal and Twitter)– that might be the one I’d zero in on to get a fuller appreciation of the complexities of the situation.

And for the record, this post is an example of British “humor” — or as we prefer to call it, “dry wit”.

WikiLeaks: Critical Foreign Dependencies

Thursday, December 9th, 2010

[ by Charles Cameron ]

The most interesting part of the WikiLeaks-posted State Department Request for Information: Critical Foreign Dependencies, it seems to me, is the part that ties in with Zen’s recent post Simplification for Strategic Leverage.

Zen referenced Eric Berlow‘s recent TED talk to the effect that sometimes a complex network can be made effectively simple by reducing it to the graph of nodes and links within one, two or three degrees of the node you care about and wish to influence.

“Simplicity often lies on the other side of complexity”, Dr Berlow says, and “The more you step back, embrace complexity, the better chance you have of finding simple answers, and it’s often different than the simple answer that you started with.”

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This resonates neatly with a few things I’ve been thinking and talking about for some time now.

1. There’s the need for visualization tools that don’t operate with as many nodes as there are data points in a database like Starlight — I’ve been wanting to reduce the conceptual “load” that analysts or journos face from thousands, sometimes tens of thousands of nodes, to the five, seven, maybe ten or twelve nodes that the human mind can comfortably work with:

What I’m aiming for is a way of presenting the conflicting human feelings and understandings present in a single individual, or regarding a given topic in a small group, in a conceptual map format, with few enough nodes that the human mind can fairly easily see the major parallelisms and disjunctions, as an alternative to the linear format, always driving to its conclusion, that the white paper represents. Not as big as a book, therefore, let alone as vast as an enormous database that requires complex software like Starlight to graphically represent it, and not solely quantitative… but something you could sketch out on a napkin, showing nodes and connections, in a way that would be easily grasped and get some of the human and contextual side of an issue across.

2. There’s the fact that the cause is typically non-obvious from the effect. In the words of Jay Forrester, the father of stocks and flows modeling:

From all normal personal experience, one learns that cause and effect are closely related in time and space. A difficulty or failure of the simple system is observed at once. The cause is obvious and immediately precedes the consequence. But in complex systems, all of these facts become fallacies. Cause and effect are not related in either time or space… the complex system is far more devious and diabolical than merely being different from the simple systems with which we have experience. Though it is truly different, it appears to be the same. In a situation where coincident symptoms appear to be causes, a person acts to dispel the symptoms. But the underlying causes remain. The treatment is either ineffective or actually detrimental. With a high degree of confidence we can say that the intuitive solutions to the problems of complex social systems will be wrong most of the time.

3. There’s the need to map the critical dependencies of the world, which became glaringly obvious to me when we were trying to figure out the likely ripple effects that a major Y2K rollover glitch – or panic – might cause.

Don Beck of the National Values Center / Spiral Dynamics Group captured the possibility nicely when he characterized Y2K as “like a lightening bolt: when it strikes and lights up the sky, we will see the contours of our social systems.” Well, the lightning struck and failed to strike, a team from the Mitre Corporation produced a voluminous report on what the material and social connectivity of the world boded in case of significant Y2K computer failures, we got our first major glimpse of the world weave, and very few of the possible cascading effects actually came to pass.

I still think there was a great deal to be gleaned there — as I’m quoted as saying here, I’m of the opinion that: “a Y2K lessons learned might be a very valuable project, and even more that we could benefit from some sort of grand map of global interdependencies” – and agree with Tom Barnett, who wrote in The Pentagon’s New Map:

Whether Y2K turned out to be nothing or a complete disaster was less important, research-wise, than the thinking we pursued as we tried to imagine – in advance – what a terrible shock to the system would do to the United States and the world in this day and age.

4. That such a mapping will necessarily criss-cross back and forth across the so-called cartesian divide between body & mind (materiel and morale, wars and rumors of wars, banks and panics):

You will find I favor quotes and anecdotes as nodes in my personal style of mapping — which lacks the benefits of quantitative modeling, the precision with which feedback loops can be tracked, but more than compensates in my view, since it includes emotion, human identification, tone of voice.

The grand map I envision skitters across the so-styled “Cartesian divide” between mind and brain. It is not and cannot be limited to the “external” world, it is not and cannot be limited to the quantifiable, it locates powerful tugs on behavior within imagination and powerful tugs on vision within hard, solid fact.

Doubts in the mind and runs on the market may correlate closely across the divide, and we ignore the impacts of hope, fear, anger and insight at our peril.

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Getting back to the now celebrated WikiLeak, which even al-Qaida has noticed, here’s the bit — it’s really just an aside –that fascinates me:

Although they are important issues, Department is not/not seeking information at this time on second-order effects (e.g., public morale and confidence, and interdependency effects that might cascade from a disruption).

It seems to me that the complex models which Starlight provides, and Eric Berlow pillories, overshoot on one side of the problem – but avoiding all second-order effects?

One cause, one effect, no unintended consequences?

What was it that Dr Berlow just said? “if you focus only on that link, and then you black box the rest, it’s actually less predictable than if you step back, consider the entire system”…

Avoid all second-order effects?

If you ask me, that’s overshooting on the other side.

WikiLeaks: Counterpoint at the State Department?

Wednesday, December 8th, 2010

[ by Charles Cameron ]

[ note: all links are to youtube videos ]

The pianist Glenn Gould is celebrated for his ability to bring the different and at times positively oppositional voices in a fugue by Bach to our attention, so that we follow each one separately while hearing all at the same time as a single whole. What is less known is that he liked to sit at a table in a truck stop and listen to the different conversations at the other tables and booths, mentally braiding their pale or brightly colored threads of human together into an analogous tapestry — one voice harmonizing with or conflicting against another, here a new subject introduced, there an echo of an earlier idea heard in a fresh context, with the murmurings of waitresses punctuated by the kaching! of the cash register, the hydraulic hiss of a door closing — conversation as counterpoint.

Organizations and individual alike, we all have different and at times dissonant voices, and strive to bring them to some kind of resolution. The many stakeholders debating an issue in town halls, blogs or letters to the editor, the many drives within each one of us, idealistic, hopeful, defeated, paralytic, angry, evasive, sluggish, vengeful, curious, alert, defiant, all have voices, all constitute an experience of polyphony, a “music of many voices”, in point counter point.

One of my interests is to find a way to score these many fugues, these musics of meaning.

My DoubleQuotes, then, can be considered as two-part inventions, attempts to show the multiple tracking of the mind — whether of a single individual, as in this case, or of a group, a community, a world divided – so that something of the music begins to be visible, and some of the dissonances can move towards necessary resolution.

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QUOwikileaks

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I believe there is unresolved irony between these two statements, made on the same day by Philip J Crowley, the US State Department’s Assistant Secretary, Bureau of Public Affairs – but each has its reasons, and there are arguments to be made for both transparency and opacity, diplomacy and publicity, secrets and revelations.

Between them lies the possibility I think of as a virtual music of ideas.

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Bach published a series of two-part inventions, BWV 772–801, and wrote of them that he intended to offer them as an honest method

by which the amateurs of the keyboard – especially, however, those desirous of learning – are shown a clear way not only (1) to learn to play cleanly in two parts, but also, after further progress, (2) to handle three obligate parts correctly and well; and along with this not only to obtain good inventions (ideas) but to develop the same well; above all, however, to achieve a cantabile style in playing and at the same time acquire a strong foretaste of composition…

Later comes the Art of Fugue.

Simplification for Strategic Leverage

Sunday, December 5th, 2010

Remember this much ridiculed visual monstrosity?:

Excessively complex representations, much less the bureaucratic systems in practice, are poor vehicles for efficient communication of strategic conceptualizations to the uninformed – such as those downstream who must labor to execute such designs. Or those targeted by them for help or harm.  In addition to the difficulty in ascertaining prioritization, the unnaturally rigid complexity of the bureaucracy generally prevents an efficient focus of the system’s resources and latent power. The system gets in it’s own way while eating ever growing amounts of resources to produce less and less, leading to paralysis and collapse.

Does it have to?

Here’s an interesting, very brief take on analytical simplification from a natural scientist and network theorist Dr. Eric Berlow on how to cull simplification – and thus an advantage – out of complex systems by applying an ecological paradigm.

Cognitive simplification will be a critical strategic tool in the 21st century.

Wikileaks and the Search for a Cryptographic Mythology

Thursday, December 2nd, 2010

[ by Charles Cameron ]

Jean Rosenfeld of the UCLA Center for the Study of Religion just posted a comment on an earlier Zenpundit post of mine, opening up a topic which may interest some readers here: that of Wikileaks founder Julian Assange’s mythological associations.

1

Jean had earlier pointed me to Assange’s use of the name “Marutukku” to describe his encryption program, and a little fishing brought me to these two Assange-related documents:

One Man’s Search for a Cryptographic Mythology
Enuma Elish

2

I’d been idly wondering about cryptographic mythology myself, as it happens, nudged by vague memories of a cache of porno images tweaked by jihadists as encoding devices for steganography.

Steganography is the cryptographic – or is it kabbalistic? — art devised by one Abbot Trithemius, whose 1518 Polygraphia is the first work on cryptography printed in Europe, and whose Steganographia was known in MS to such hermetic philosophers as Cornelius Agrippa, Giordano Bruno and John Dee. Jim Reeds captures the ambiguity of Trithemius’ work nicely in his paper, Solved: The Ciphers in Book III of Trithemius’s Steganographia, when he asks:

Is it [the Steganographia] primarily an exposition of cryptographic techniques disguised as angel magic, or is it primarily a magic work disguised as cryptography?

Readers of Frances Yates and Ioan Couliano will be somewhat familiar with these matters.

And jihadist steganography? The technique itself is described in the al-Fajr Information Center’s Technical Mujahid magazine of Feb. 2007 according to a Jamestown Foundation Terrorism Monitor piece, but the reports of actual jihadist use of the technique may turn out to be fabrications.

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But it was Julian Assange‘s bliss we were trying to follow, right?

Assange sidekick Suelette Dreyfus wrote The Idiot Savants’ Guide to Rubberhose — which is the manual for Assange’s crypto program… but this business of naming the program gets complicated, eh?

Dreyfus explains:

If you’re wondering about the name of this program, Marutukku is the internal development name (it’s spelled Ru-b-b-e-r-h-o-s-e, but it’s pronounced M-a-r-u-t-u-k-k-u)

In case you didn’t get it, there may be a play on Lewis Carroll there, and the exchange Alice has with the White Knight in Through the Looking-Glass as to what the name of a certain very sad song is called.

Alice aside – and such detours are in fact the very method of discovery in non-linear thinking – Dreyfus offers as an epigraph to her piece the following quote:

The third name is MARUTUKKU, Master of the arts of protection, chained the Mad God at the Battle. Sealed the Ancient Ones in their Caves, behind the Gates.

which she attributes to “The Akkadian Creation Epic”. That would be the Enuma Elish.

Assange, in his One Man’s Search for a Cryptographic Mythology, attributes his choice of the name Marutukku to a conversation he had with a friend concerning the Enuma Elish, telling us (after much other curious and wandering stuff) that his friend recommended the god Marduk’s third name to him, saying

The third name is MARUTUKKU, Master of the arts of protection, chained the Mad God at the Battle. Sealed the Ancient Ones in their Caves, behind the Gates.

Assange liked the idea, observing, “Even the very word MARUTUKKU looked like it had been run through a product cipher”.

A little later in the same document, he quotes from the Enuma Elish, and the phrases given above appear in the quoted excerpts from that text – although they are not present in the version “Based on the translation of E. A. Speiser, with the additions by A. K. Grayson, Ancient Near Eastern Texts Relating to the Old Testament, third edition, edited by James Pritchard (Princeton, 1969), pp. 60-72; 501-503, with minor modifications” that Assange offers us on the sibling-page at Enuma Elish.

As Dr. Rosenberg pointed out to me, “the quote — if it is a translation — differs from other translations I found on the Internet. It is more specific and extensive and ‘mythological.'”

4

Okay, I’ve kept what may be the most practical (ie 21st century) “creative leap” made by my skittish and wandering mind for this, my penultimate paragraph.

Oxford’s Anders Sandberg blogs today about Assange’s application of network theory to conspiracies, quoting Assange as saying:

Conspiracies are cognitive devices. They are able to out think the same group of individuals acting alone Conspiracies take information about the world in which they operate (the conspiratorial environment), pass it around the conspirators and then act on the result. We can see conspiracies as a type of device that has inputs (information about the environment) and outputs (actions intending to change or maintain the environment).

And Anders’ summary of Assange’s position? “In short, conspiracies are a kind of collective intelligence enhancement.”

[ admission: I associate the name Anders Sandberg with some brilliant early net writings on role-playing games and the hermetic tradition – I’m hoping this is the same guy ]

5

Finally, let’s go back to that enhancement of the Enuma Elish text. That phrase, “Sealed the Ancient Ones in their Caves, behind the Gates” struck me, too – it reminded me of the Chthulu Mythos of HP Lovecraft, and its apocalypse:

That cult would never die until the stars came right again and the secret priests would take Cthulhu from His tomb to revive His subjects and resume His rule of earth. The time would be easy to know, for then mankind would have become as the Great Old Ones; free and wild, and beyond good and evil, with laws and morals thrown aside and all men shouting and killing and revelling in joy. Then the liberated Old Ones would teach them new ways to shout and kill and revel and enjoy themselves, and all earth would flame with a holocaust of ecstasy and freedom.

And with that quote from Lovecraft, courtesy of Erik Davis, we have returned by a commodius vicus of recirculation back to the hermetically sealing and revealing world of John Dee.


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