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29 September 2008

Financial crisis and changing paradigms of warning intelligence

The continually interesting competitive intelligence forum at Ning has surfaced a discussion which has been much on the minds of a variety of intelligence professionals in both the government and private sector given the cascading collapse of a number of major financial institutions: Was this financial crisis a warning failure? And if so, the natural corollary inquires into the cause and origin of the failure.

In our view, these recent events very much represent intelligence surprise. If nothing else, the unexamined higher order effects of complex financial relationships involving vast sums of cross-border capital flows is far outside the traditional realm of political and economic intelligence, at least as it is usually practiced in the government world. And the rapid contagion dynamics within the financial markets prove that the events are likewise beyond the traditional scope of competitive intelligence, where it is rare that analysis takes into account such sweeping changes across the landscape and its players. Whether this surprise truly rates elevation as a Black Swan, as some commentators have suggested, is itself also open to debate.

There is ample evidence that early indicators were visible, and even that many commentators had previously weighed in on the mounting risks and dangerous uncertainties inherent to the increasingly complex layers of traded instruments, derivatives, and debt that lurk at the center of the current crisis. However, warning is a process – not an event. It matters little that in hindsight one can call out the prescient among the punditry and politicians, and cast blame on those that assumed business would continue as normal against the backdrop of ever increasing housing prices. If warning did not reach, or impact, the right decision-makers – as there is mounting evidence that it clearly did not – then the process of warning failed.

But let us examine this more closely for a moment. Who exactly were the right decision-makers in this crisis? The primary lending institutions? The traders and market makers that were the primary players in moving these instruments? The investors, fund managers, and sovereign wealth entities which funneled so much capital into fundamentally unstable market positions? The risk managers at any of these firms, responsible for anticipating the potential downside of complex financial positions? The world’s various central bankers? The regulatory bodies or their political masters in the parliamentary and executive branches?

These are not questions easily answered. There will be anecdotes aplenty regarding the lack of warning communicated to a wide range of these decision-makers. The first that comes to mind is the ill-fated CEO of Washington Mutual, who was allegedly incommunicado aboard a flight while the most significant transactions in the firm’s collapse were being finalized. This mirrors the earlier circumstances of the CEO of Bear Stearns. While a certain level of plausible deniability may be key to these positions, one wonders what kind of intelligence support these executives enjoyed.

Likewise, if warning was to be issued to an identified group of executives, who would have been responsible for giving such warning? Only a scant handful of the firms involved in the recent waves of disruption could be considered to have a dedicated intelligence function. Of these, few were likely oriented towards a warning posture, as opposed to the many other intelligence functions that constitute the duties of privatized shops within modern enterprises. Among the commercial consulting intelligence providers, the problem can easily have been defined by the lack of articulated customer requirements, and the lack of access and expertise that clearly prevented a more sophisticated appreciation of ongoing events. And one can question whether a warning account focused on what was largely a domestic financial market – despite the dramatic international implications – is at all a proper role for the intelligence community (at least in the United States). Certainly, as it is currently structured, it is nearly impossible to address – and no homeland security function has ever envisioned market shocks as a component of critical infrastructure protection. More damningly, the insights which would have unlocked these mysteries were not secrets to be stolen, but lay in perspectives which were never cultivated.

Again, there are likely case studies to be found in the after action reviews of the wreckage. Lehman Brothers, among the first to fall, most famously hired a former Deputy Director for Intelligence out of CIA to head its Sovereign Risk shop. But the structure and focus that geopolitically focused shop appears not to have been relevant to the manner in which the current crisis developed. Given that Bear Stearns itself allegedly was a leader in providing analytical research and other intelligence products to its investors and clients, the dissemination of these products to the executive level is worth exploring from more than an academic perspective. One can likewise point to other intelligence functions on the Street and elsewhere, stovepiped for threat analysis or market research or technology investment.

What few warning shops which may have existed to cover the sector likely followed the dominant paradigm of competitive early warning, focused on their competitors’ actions, positions, technologies and blind spots rather than the wider political and financial situation. The required optic was simply too large for most shops, whose production is typically serialized in daily or weekly form, no matter how strategic they might otherwise claim to be.

In sum, can one then consider this a failure of warning? There are no simple answers, and we certainly believe that this question will be revisited for years to come in future studies of intelligence surprise. The underlying causes are complex, but are clearly rooted – at least in part – in the lack of systematic warning intelligence coverage of the issues. Whether it was the role of warning intelligence shops to cover these issues is open to debate. However, this may be as much the result of the failure of a warning paradigm developed for a time and place now forever changed. One may liken this change to the decreasing relevance of the traditional state based indications and warning model, now replaced by the emerging strategic reconnaissance paradigm being explored at the cutting edge of the tradecraft.

There are also signs that this is far from over, as we move from the weekend into another turbulent week on the Street (and in financial centres around the globe.) While we may arguably have seen a strategic warning failure (or not), there is still ample need for operational and tactical level warning as the crisis continues. This need creates new opportunities for both the rare successes and failures that will make or break firms and fortunes. Unfortunately, it is exceedingly difficult to surge warning assets to these kind of non-traditional accounts in short order – particularly given the scope of the political, regulatory, and other uncertainties which plague the markets. This is a unique time – and a unique problem set – that will task the professionalism of involved intelligence practitioners beyond measure, given the excessively politicized atmosphere surrounding the issues. There are many intelligence professionals now treading virgin ground, far past the last signpost reading “HC SVNT DRACONES”.

We are reminded of Joseph Nye’s comments about that terrible day seven years ago: “September 11, 2001, was like a flash of lightning on a summer evening that displayed an altered landscape, leaving U.S. policymakers and analysts still groping in the dark, still wondering how to understand and respond.” Lightning has struck once again in New York, and again without effective warning. We expect the impact to the intelligence community – particularly the community beyond the traditional wheel of the major agencies – will be in its own way as profound.

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17 March 2008

Considering immunity

While there are those that believe the world of polite conversation and “good faith” in arms control and disarmament can trump the hard realities of proliferation, we see a world in which the technologies required to assemble and deploy a credible threat are increasingly within the reach of the most mundane of non-state actors. While we are rarely given to dwell exclusively on issues of threat, as threat is not always in fact the most interesting aspect of a particular problem account (despite what many outsiders may believe), there are a few areas in which our nightmares are never far from fruition in the hands of the wrong actors.

This is especially true in the areas of emerging biological threats. While we are very much aware of a particular academic effort that examined the matter recently, we found its results disappointing, to say the least, largely because its work focused far too much on an assessment of the present vice a truly predictive and forward looking estimate – one that would help to bound the future space of uncertainties, and would identify the drivers and forces moving on the horizon.

Nonetheless, we continue to see the faint indicators of these forces from time to time. These are best captured not in some formulaic collection of wiki pages dedicated to a highly geographic scope – as if disease somehow respected national borders. Rather, one looks for the trend lines, and those areas in which black swans may emerge without warning as sudden shocks to the unprepared perspective. And while there are those that will insist that a black swan event is inherently unpredictable by nature, we are reminded of Nassim Nicholas Taleb’s original formulation of the turkey’s day. The black swan event of meeting the butcher is only a shock to the turkey after a thousand days of being fed and cared for by other humans; it is an entirely normal course of a day’s work for the butcher. Likewise, for those who shift their perspective to the edges where the future is not evenly distributed, there may one find the first seeds of those events sown.

The difficulty of course lies in winnowing the signals of true predictive value from the noise of the overwhelming range of possibilities and potentials. This is fundamentally an insight problem. And the difficulties faced in approaching these problems are the epitome of the danger of treating mysteries as if they were puzzles suited for deterministic approaches and linear solutions that can be tied up neatly in sections and a nice cover page.

We happened to glance today at just such a faint indicator in which the merest hint of future insight might be reflected. It comes to us by way of the scientific community – always fertile ground for an intelligence professional to mine when examining fundamental issues of the physical and the living (as opposed to our more usual domain of the virtual and the dead). We find the development of simple replica immune systems for rapid testing of vaccines quite interesting in its own right, with the prospect of accelerated (and more accurate) clinical trials as the first clear benefit.

But our darker minds also take hold of the concept, and ponder the dual use implications that such a technique might offer in the hands of an adversary seeking to accelerate testing of modified biological agents designed to defeat immune resistance - whether human or otherwise. The footprint of such a facility would not be large, and would pose a very different kind of challenge to the intelligence community of tomorrow than the classic concept of an offensive bioweapons program. Threats abound in most futures that are easily envisioned.

At the same time, the technology presents the potential hope of opportunities not yet conceived. Just the other day before the University of Maryland findings began circulating, we found ourselves listening to an interesting discussion of the value that captive wildlife populations might bring to large scale bio-surveillance programs, both for sentinel warning as well as novel agent detection. The potential for cultivating accelerated immune responses as test models by which we might know the signs of outbreaks through wildlife (or domestic animal) populations is quite intriguing, especially given the other utility brought by captive populations in the urban settings of major zoos.

We ponder this as case study not solely in pursuit of any account in its own right – as that is more properly the domain for the line analyst, but rather as a teaching example. The case illustrates well the difference between intelligence done off a checklist which presumes a puzzle to be assembled from some mythic collection of dots, vice the kinds of implicit linkages that can only be found through creative exploration driven by fruitful obsession. Whether that which has been sketched here has any true value is a matter for the more disciplined application of analytic tradecraft. However, if one is not preparing analysts to begin to find reflections in the endless stir of these echoes that they may seek to later crystallize through more formal methodology, all that they will have to work with will be checklists and formulaic incantations - which alone will not keep the dark at bay.

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24 May 2007

The black swan and the siren song

Via Shloky comes the link to this most fascinating interview by the author of Freakonomics with Nassim Nicholas Taleb, the thinker behind the concept of the Black Swan. Rarely are we so fortunate as to have two interesting thinkers conversing. Now if we could only get a similar conversation transcript and podcast between Taleb and some of the luminaries of the intel side of the house…

In an intelligence community that has become in many ways almost obsessed with the prospect of surprise (and the attending problem of warning failure), Taleb has achieved a nearly cult status. (We ourselves have done our humble bit in spreading his work more widely within the community.) It is thus quite refreshing to read about his attempts to spoof the traditional categorization in place in the major publishing houses, his other practical jokes in the financial world, and to otherwise defy commoditization of his ideas. This gives us great hope that he will continue to provide great contributions to the community.

Some key points from the interview, which intelligence professionals would do well to remember:

"We prefer any theory, even wrong, to no theory. Theorizing is the default activity for our brain; suspension of belief is an active one. Because of the narrative fallacy, our minds default to theory making. It takes more conscious effort – and energy - to suspend beliefs. It also takes more training – we train children to find “explanations” instead of just teaching them to have the guts to say, “I don’t know” in certain circumstances."

In many ways, our own concept of Smoking Mirror is an attempt to overcome the epistemic arrogance (confident but incomplete knowledge) of the false prophet.

It is too easy – especially as the ranks of true experts thin in the great demographic change sweeping the community – for many intelligence practitioners to assume to mantle of expertise without its substance. In the complex and chaotic world in which we live, that mantle is more of a burden than a benefit. It is for this reason we have such hope for the new young faces in the community, and for the generation after next. They join us without the same pre-conceptions and mental rigidity that too often mark their older but less suitable counterparts – and hopefully, these new professionals will be supported by the best possible education and training to help them preserve that flexibility of mind, and respect for the limitations of their own expertise without the burden of ego.

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