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Home » Black Ops & Intel » The Fusion Analyst: An Intro to All Source Intelligence and Analysis

The Fusion Analyst: An Intro to All Source Intelligence and Analysis

by Coriolanus · August 20, 2012 · Posted In: Black Ops & Intel
The Fusion Analyst: An Intro to All Source Intelligence and Analysis
Coriolanus

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“Every great magic trick consists of three parts or acts. The first part is called “The Pledge”. The magician shows you something ordinary: a deck of cards, a bird or a man. He shows you this object. Perhaps he asks you to inspect it to see if it is indeed real, unaltered, normal. But of course… it probably isn’t.

The second act is called “The Turn”. The magician takes the ordinary something and makes it do something extraordinary. Now you’re looking for the secret… but you won’t find it, because of course you’re not really looking. You don’t really want to know. You want to be fooled. But you wouldn’t clap yet.

Because making something disappear isn’t enough; you have to bring it back. That’s why every magic trick has a third act, the hardest part, the part we call “The Prestige”. – Cutter

The Pledge

Creating IntelligenceIntelligence covers a broad spectrum of disciplines in academia and generally functions to reduce the fog of war within the Department of Defense (DoD). Within the US intelligence community among the 16 primary agencies, intelligence has different scope, different definition.

Thus, when discussing any kind of intelligence it’s important to put it into the context of the agency and the scope. Are you referring to the Central Intelligence Agency (CIA)? If so, are you referring to the Department of Operations (DO)? Or the Department of Intelligence (DI)? At the CIA, for example, the DO is a function of intelligence; however in the DoD J3/G3/S3 or Operations is not a function of intelligence (J2/G2/S2). Operations would continue in the absence of intelligence (perhaps not as effectively) but they would continue.

Most of the time the interface for intelligence with operations in the DoD is the “Two Three” shop. The intelligence operations shop. Hypothetically, this is where Coriolanus meets Jack Murphy. The shop divides further, but that’s a topic for another day.

The Turn

The disciplines of intelligence are human intelligence (HUMINT) or what we classically think of as “spies”. Imagery Intelligence (IMINT) is combined with geographic information systems (GIS). Signals Intelligence (SIGINT), subcomponents of which are communications intelligence (COMINT) and electronic intelligence (ELINT); this is often the most time-sensitive of all the disciplines followed closely by HUMINT.

The most recent entry to our field is a direct result of 9/11, and one I very much appreciate. It is open source intelligence (OSINT). Open source intelligence is basically everything not available using national or military collection efforts. Academia, hard copy archives, media, metadata, data repositories, and blogs are just some examples.Systems Perspective

So what brings it all these disciplines together? The fusion analyst.

To put it lightly, a good fusion analyst knows where the bodies are buried. He knows collectors by their collection code and often discusses their findings to gain insight into products. A good analyst knows operators and policy makers by name, meaning he needs to have a good doctrinal understanding of both policy and operations.

Much like one of the two most important lines on an OPORD (Operations Order), you must understand their intent. Despite their nomenclature each of the disciplines produces “data” and that data is a raw “scrape” or “collection effort”. It has not been vetted.

When a fusion analyst puts it together, it becomes “finished intelligence”, the end state of all the individual disciplines. As a fusion analyst I write “evals” on Intelligence Information Reports (IIR) and SIGINT reports, to determine their utility and refine the collections process. The final product is a “fusion” of all inputs into a brief, web page, papers, or network chart or all the above.

In military Intelligence, at the doctrinal joint level (much like Operations) enemy vulnerabilities are broken down using Clausewitz’s “center of gravity” (COG) concepts. This concept was further developed by Dr. Joe Strange, a former professor at the United States Marine Corps (USMC) war college, and last I heard, working at the Counter-IED Operations Integration Center (COIC) and is commonly referred to Systems of Systems Analysis (SoSA).

To understand military intelligence you need to have an intimate understanding of the seven elements of national power: Diplomatic, Information, Military, Economic, Financial, Intelligence, and Law Enforcement. These are all the elements a government can use to exercise its power over both its citizens and other nations.

Center of Gravity (COG) and Critical FactorsThe doctrinal methodology (as written in Joint Publication 2-0) for looking at DIMEFIL is the Joint Intelligence Processing of the Operational Environment (or JIPOE). This is used at an operational level and referred to as IPOE (or formerly intelligence processing of the battlespace (IPB)). It works hand in hand with the Joint Operational Planning and Execution System (JOPES).

In this analyst’s opinion, to understand your job most effectively you must know how operations work intimately at the tactical, operational, and strategic level. Only then will you be any good to a decision maker. JIPOE categorizes all COG’s into Political, Military, Economic, Social, Infrastructural, and Informational COG’s or PMESII. Notice how these correspond to the elements of national power. This is the relationship between capabilities and vulnerabilities.

What’s important to realize is that COG’s are determined in the “Risks, Assumptions, and Constraints” portion of operational planning. If a decision maker does not have enough information on a node or series of nodes in the COG, he designates this as a Commanders’ Critical Information Requirement (CCIR), and this is then used to build Priority Intelligence Requirements (PIRs). From a bottom up approach: mission, enemy, terrain and weather, troops and support available, time available, civil considerations (METT-TC) becomes IPOE and then this becomes JIPOE.

I am very familiar with tools like Palantir, DCGS-A, M3, etc. and I use all of them. However, that changes from top-down in the military hierarchy. I have all these tools here in CONUS (Continental United States) in a Sensitive Compartmented Information Facility (SCIF).

Once you leave the US and work in TSCIF (T is for tactical) or TOC, you run into bandwidth requirements. Often times at the tactical level I have only had one or two tools available, and then you have to rely on the operator’s and analyst’s best weapon…your brain. You have to create time wheels and CARVER charts from ground up. Not hard, but time-consuming and usually you are running against a clock that counts time in lives.

The Prestige

That’s doctrine. It’s important to understand doctrine… because you need to know it. Then you need to understand how to destroy it, how to make it yours and redevelop it. You need to approach a problem set deemed impossible and reduce it to ruins.

What you just learned was doctrinal intelligence.

My job and what I do currently is to solve “impossible” problems. Problems other analysts have given up on because there is too much data, too little time, or it’s just too hard. My data sets resemble an OLAP (OnLine Analytic Processing) cube.

An OLAP cube is a visual model of three dimensions of data. I am in essence called on to learn a subject as fast as possible, become close to an expert on it, and then analyze and synthesize a solution to a problem.

Bigger problem sets are usually 90 days…smaller ones four days. Recently an epidemiologist we worked with pointed out that what we did in four days would have taken him at least a year, if not two.

I’ve had to become an expert on everything from nuclear and biological weapons to illicit financial networks. What does sharia compliant mean? I can tell you. What does Shor’s algorithm have to do with quantum entanglement? I can tell you.

I use tools (the image to the lower left and lower right are images of visual analytics Starlight creates) that are generally acquired as part of a larger budget (one not available to the public). We use semantic mapping and entity extraction, combined with every piece of data we can get our hands on. Our facilities house entire copies of 10 years of military message traffic. We have complete copies of many SECRET and TOP SECRET intelligence databases joined with open source databases like LiveShips.

Starlight visual analytics

Starlight visual analyticsWe stick it all in a virtual sandboxed environment and see what pops up. What data we can’t get up front we use “cut outs” to acquire. We code API’s and then we take existing programs like Palantir and force them work with others like Starlight.

We use Hadoop as a distributing computing system and we use Field Programmable Gate Arrays (FPGA) to take it outside the wire. We use NoSql to avoid inter-relational databases and just create a cloud. We munge data using Google Refine, and then push it through programs like Future Point’s Starlight. When we are done…we take it to operators. Cyber operators…tactical operators…intelligence officers…and we say “Run with it.”

We’ve helped in personnel recovery (the recovery of Captain Scott Speicher for instance) and discovered efforts by the People’s Republic of China (PRC) to acquire tech via illicit means. This is the new intelligence analyst. This intelligence analyst is a data scientist. It’s an empirical look at big data, sifting through it, and finding those same vulnerabilities as in traditional analysis in the enemy and then taking the fight to them.

intelligence methodologiesThe figure on the left areintelligence tools the methodologies I use and the figure on the right are the tools I use.

We try to use as many as possible on any given problem set.

 

Welcome to spook country.

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About The Author

Coriolanus

Coriolanus's background is as an all source fusion intelligence analyst. He currently works as a hybrid intelligence analyst and data scientist (similar to ORSA). He has worked in the intel industry for over ten years and specializes in DoD joint intelligence analysis, counter terrorism, joint targeting, and cyber information operations, among others. Coriolanus has worked at the tactical, operational, and strategic levels of war working for special mission units and policy makers; and working in areas such as Central and South America, Iraq and Afghanistan theaters of war, and ithroughout southeast Asia. He retains a B.A. In International Relations from a US university and is finishing a grad degree in his field with a focus on counter terrorism, and speaks a second language fluently. Due to his placement and access, clearance , and desire for privacy, Coriolanus is a pseudonym for a FNULNU citizen who bleeds red, white, and blue. More importantly the views he elaborates on should not be construed to represent the views of the govenment of the United States of America, it's representatives, or his employer. They are his and his alone. Welcome to spook country.

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Kirloskar-Lathe-Machine-Spare-Parts
Kirloskar-Lathe-Machine-Spare-Parts 5pts

Thanks for discussing so much details,  It is employed to understand what the factors are as I slam up my composing a blog.

majrod
majrod 5pts

 @Coriolanus Thought this articel in small wars journal would be of interest... 

 

http://smallwarsjournal.com/jrnl/art/fixing-intelligence-analysis-from-specialists-to-experts#comment-36639

Coriolanus
Coriolanus 5pts like.author.displayName 1 Like

 @majrod Also..some pieces from my course work. I particularly like the Uri Bar piece and David Moore's piece. 

http://www.filedropper.com/criticalthinkingandintelanalysismoore

 

http://www.filedropper.com/changetheanalystbar-joseph

 

http://www.filedropper.com/week1introtopoliticalpsychologycottametal

 

Coriolanus
Coriolanus 5pts

@majrod

Major...I agree with the article, but would stipulate we shouldn't short change what our guys in uniform can do. I like that they differentiate "analysts" from "specialists". Good call. The real answer for me is that we have too many so called analysts, or SME's, or specialists or whatever you want to call them. We have to cull the herd. I prefer data scientists because it removes concepts of  "argument from authority". I would also suggest that the concept might be sound but you would need a military officer or senior NCO to run it, and that the "analysts" should have prior military experience to ensure they understand rank and chain of command. In other words, you DO need the flexibility to think outside the box and do what you need to do to get the problem solved, and that is accomplished better by civilians (IMHO). The reason I work where I do is because they ask "What do you need to solve this problem?" and I tell them..and they make it happen. HOWEVER, when it comes time for a deliverable, its "Yes sir, no sir, I don't know sir (or ma'am as it may be)." The guy wearing the uniform is running the evaluation. The product placed in the hands of the DoD is the best product and is designed for the DoD, and thus with the understanding that "pretty pictures" are not always as important as substantive work. To quote someone (can't recall who)..."In SOF, we get asked if we can make a rocket to go to the moon, and the answer to that question is always "yes". Then we go back and figure out how the hell to make that happen. Then we start building a rocket. The we go to the moon. It's never a question of "can't"." I agree with this premise. I don't spend a lot of time naval gazing. I also don't attempt to understand adversary intent. So going back to doctrine: -DEFINE THE OPERATIONAL ENVIRONMENT

-DESCRIBE THE IMPACT OF THE OPERATIONAL ENVIRONMENT

-EVALUATE THE ADVERSARY

-DETERMINE AND DESCRIBE ADVERSARY COURSES OF ACTION

There is not one way to do those, but the noun "intent" is no where in those points. I cannot guess what someone is "thinking" or "planning" to do. I can only describe behavior. All too often when we envision structures or paradigms for intelligence we set the bar at "E.S.P." and I have yet to meet a good esper that works in intelligence. I have yet to meet an esper. LOL.

Read more: http://sofrep.com/10470/fusion-analyst-all-source-intelligence-and-analysis/#ixzz27dP6FusV

RVN SF VET
RVN SF VET 5pts

 @Coriolanus  @majrod Now I understand the fascination with data and the empirical approach; we do not have or you do not have access to HUMINT that might provide intent. Of course we do have intercepts, although we often have to fall back upon the level of "chatter" as opposed to the actual conversations. We can thank Admiral/Director Stansfield Turner.for crippling the CIA's HUMINT effort which is in the process of being rebuilt.

 

Presenting the adversaries alternative courses of action based upon their capabilities doesn't take you too far and results in a bunch of "be prepared" orders. For example, we can take the case of the Iranian nuclear program and their complimentary delivery systems development. Public statements really leave little doubt that they are capable of building a weapon in "X" amount of time. After the blast at their rocket facility, I have no idea if they have a rocket to deliver a warhead. But, who knows whether they intend moving full speed on the actual building of a warhead? Who knows if they intend to use the weapon soon after its completion? So, you present the alternative courses of action and the decision makers are compelled to assume the worst course of action and defend against it. Without data-based intelligence; guess what - we would still prepare for the worst.

 

Of course there is a hell of a lot more to it than that, but that is a rough overview.

 

BTW, the military's can do attitude is why we have stupidly persisted in trying to transplant democracy into a dead patient. Sometimes charging off to pursue any idea can be a mistake.

Coriolanus
Coriolanus 5pts like.author.displayName 1 Like

 @RVN SF VET  @majrod http://www.youtube.com/watch?v=ZEPq0FvFm3g

Coriolanus
Coriolanus 5pts

 @RVN SF VET  @majrod Yup. Agree on both points. Some MNC's would favor anarchical capitalism. A true free market. I doubt the rest of the world would. One of my favorite television shows in that regard was always Max Headroom. There are days where I feel a lot like Max..particularly in the irony that Max was all analog. LOL.

RVN SF VET
RVN SF VET 5pts

 @Coriolanus  @majrod Another major if not the major detractor from the Westphalian construct is international business. Not only do they seek to ignore state boundaries, but in some ways they attempt to destroy them. They also play one state against the other. An example of the latter would be how they play the tax game. Of course, because of their non-state character, they can be good sources for data and HUMINT. There was a great episode of "Foyle's War" about a British businessman working a deal where his firm would be OK whichever side won WWII. A harbinger of things to come , I expect. On a flight to China I encountered a TRW executive who was avidly selling CNC milling and welding equipment to Chinese state-owned aircraft companies. I innocently asked if that wasn't dual-use equipment? He proceeded to mumble unconvincingly. Still, he was a potential asset.

Coriolanus
Coriolanus 5pts like.author.displayName 1 Like

 @RVN SF VET  @majrod I think there has been a focus on non-state groups in the past decade or so, and rightly so...however, as a result our state (nation) level efforts have suffered. However, in terms of my own prediction, I don't see the Westphalian state construct surviving effectively after another 100 years or so, and we are seeing the incipient phases of this.  Technological diffusion, sub-national cohorts, increased urbanization. The populations of some cities will soon exceed that of states. Signal propagation and technological diffusion are allowing people to coalesce along natural lines of structure (sociological) and agency, detracting from the power and draw of nationalism. The generation now that understands the world as we know within the paradigm of sovereign states will be vestigial in 50-100 years. It will be third world countries that pass into this threshold faster. A cellphone will be easier to find than clean running water in these non-state cohorts. So with that understanding, its important to understand how we can glean HUMINT outside of nation state constructs. Something we have been even less fruitful with than state constructs. To change the the path we are on we would need to mobilize a domestic populace that is increasingly more hostile towards an ineffective central government. "Rally around the flag" and "wag the dog" are not effective tools since these are event driven. You need to conduct social engineering, and at this moment, I would say that the government is neither able or capable of effecting this.  But don't feel bad the PRC is the same way...while we have certainly seen their efforts as an "attack" (simplistically put this is true), their true fear is an "asian spring" of sorts via the same social media mechanisms as the Arab spring. So the grander scheme for the PRC is an electronic totalitarian control of their domestic population. Needless to say while they are getting good...the systemic shifts are near irreversible for ANY Westphalian construct. So what a I really need is case officers that can be an AQ guy AND a Taliban guy AND a Anonymous guy...etc...etc..

RVN SF VET
RVN SF VET 5pts

 @Coriolanus  @majrod When I refer to HUMINT, I was referring to a high-level assets like Colonel Penkovsky. I realize it's bloody unlikely that we would recruit someone in the top echelons of the Iranian government, but we did occasionally get a coup in Russia. Intercepts shortened WWII. ULTRA allowed us to win the Battle of the Atlantic against the German U-boats. We also had German Army intercepts which we were able to decrypt because they used the same code machine (they evolved). Patton is supposed to have believed intercepts indicating the German attack creating the Bulge. That is why he was ready to turn his Army North almost immediately - he had prepared for that alternative course of action.

 

I take your point on deception and believe that Iran, again, is a good example. Not too long ago we had a "temporary" {;*)) Iranian defector who is now believed to have been a double. I would be suspicious of anyone who left his wife and child behind. I believe that when they get close to achieving their goal; there will be Iranians who will try to stop the program from within and leak solid information.

Coriolanus
Coriolanus 5pts like.author.displayName 1 Like

 @RVN SF VET  @Coriolanus  @majrod  I don't agree that I don't have HUMINT...I get thousands of IIR', as well CIA reports. I do agree that HUMINT needs more reform than any other intelligence facet. Some of my own ideas: 1. Much higher salaries.

2. Longer on station time.

3. a global HUMINT network, not a regional one. Eliminate multiple agencies, but provide support to all from one.

 

However, HUMINT does not determine intent. There is no way you can determine intent in the spectre of deception. Human beings lie to themselves, let alone others. And there is no magical HUMINT fairy that will change that. HUMINT is very very useful to provide context. Finally, the objective is not simply to point out worst case scenario, that's easy. It's Most likely, least likely, most dangerous and a spectrum in between..and then provide answer or solutions or how to prevent them. I can't speak too much about the military's "can do" attitude. That's certainly an opinion. But when you use the military as a tennis racket instead of an armed forces, you get what you get. Policy makers determine scope and length, not generals. Generals only determine how to win. Politicizing the military is the outcome of allowing military leaders encroaching on policy. Not a good idea.

majrod
majrod 5pts like.author.displayName 1 Like

 @RVN SF VET Great points. 

 

FYI we rely on the Israelis for Humint a lot.

 

 @Coriolanus

 

jeffreycarr
jeffreycarr 5pts

 @majrod  @Coriolanus Yep, that SWJ article was very pertinent, well-written and astutely addressed an issue that needs fixing.

IS1FiveO
IS1FiveO 5pts

Outstanding article.  Keep em coming.  I'd love to read your thoughts on F3EA targeting.

JuliaHugoRachel1
JuliaHugoRachel1 5pts

 @Coriolanus @jeffreycarr What are your takes on hiring personal  and  cyber security tesmd even for smaller corporations that deal with hot topic buttons, politics and smallish military contracts. Brandon talked about personal security and protection in another blog, and made excellent and wise advisements. I feel both personal and cyber security teams are needed and some companies overlook this fact by having in house security. I always wonder about the allegiance of the contractor, yet would love to see a blog someday ion what to look for, how to pick a team and how to protects ones corporations.

Coriolanus
Coriolanus 5pts like.author.displayName like.author.displayName 2 Like

 @JuliaHugoRachel1  @Coriolanus  @jeffreycarr That's a wide question. I've got two boxes for just me. I've encrypted the disk and sandboxed one that I formatted, runs Ubuntu and then runs Windows through VirtualBox and then that runs through a VPN not hosted in the US. That's my personal setup. But that's me. I'll tell you up front...it's not paranoia. I work the PRC problem set you keep hearing about in the media. It's not exaggeration regardless of what the pundit monkeys say....and that's JUST the PRC. Keep a lid on it. A tight one. My two cents.

engelbrad
engelbrad 5pts

 @Coriolanus  @JuliaHugoRachel1  @jeffreycarr

 

Coriolanus... You posted a link to the "Four Lions"  trailer a while ago. I found the movie on netflix and watched.... Holy crap was that hilarious!!! I played the scene of the guy trying to shoot down the drone with the rocket launcher for my guys at work and the whole office was in stitches!!!! Thanks man!

JuliaHugoRachel
JuliaHugoRachel 5pts

 @Coriolanus  this is so out of my comfort zone. Just give me the gadget and tell me how it works. better yet, those blast burst coms and hand to hands work as wll for me. Nothing beats the bamboo telegraph system for passing intel. OK, but, I am very fascinated and since I love to learn, I am working with two braniac cal-sci dudes on a project and they were kinda impressed with a little unit I riged up with an archos, then I created my own code/language? My son and I fooled with it. I am totally loving new technology, but not my field.

 

Coriolanus
Coriolanus 5pts

 @JuliaHugoRachel Use WICKR or Ironkey and you'll be fine.

StormR
StormR 5pts like.author.displayName 1 Like

Imagine my surprise this morning when I opened up the newspaper and the front page article was about a JBLM commander concerned because his unit deployed and was not given Palantir.   Without this article and discussion, I would have had a difficult time understanding his concern.  Thanks! 

 

http://www.thenewstribune.com/2012/08/27/2269312/jblm-top-chief-says-system-needed.html

 

Coriolanus
Coriolanus 5pts like.author.displayName 1 Like

 @StormR Well at least I'm not writing in a vacuum! :)

jeffreycarr
jeffreycarr 5pts like.author.displayName like.author.displayName 2 Like

I've been invited to brief intelligence analysts from at least a half dozen U.S. intelligence agencies and almost that many foreign intelligence agencies on Russian IW activities and technologies numerous times since 2008 and I believe that the field of intelligence analysis is one of the hardest disciplines to excel in. In my experience, most analysts unknowingly fall into various cognitive traps best described in Dick Heuer's "Psychology of Intelligence Analysis". I'd appreciate hearing what you do to avoid those traps in your own work? For example, what do you do to defeat the problem of mirror imaging?

Coriolanus
Coriolanus 5pts

So to answer your question concisely. I focus on empiricism, the scientific method, and I try to understand how the independent variables are affected by the dependent variables by conducting my analysis, using software to to check my analysis (Semantica, ACH, and critical factors analysis software).

JuliaHugoRachel
JuliaHugoRachel 5pts like.author.displayName 1 Like

 @Coriolanus So you combine Math, advanced technology, The Scientific method, the human element and intuition (I gather the latter from your reading lists).

 

Coriolanus
Coriolanus 5pts

 @JuliaHugoRachel Yes..mostly we try to apply the scientific method, but the proportions change, just as my problem sets do. Right now I'm using Tableau to join multiple tables to look at a geographic overlay of certain population patterns since 1905. Later, I'll ingest the tables in a comma separated format into Starlight to begin to characterize the data. Then I may use FIDL and Semantica to look at underlying associations not immediately visible. Based an amalgamation of all of those I will start a slow process of dissecting the core concepts. Like this population emigrated from this region in these particular years. I may use this and compare it to some knowns regarding particular terrorist groups. But its important to understand that I know how his population data was collected, I know the potential flaws in the methodology, and I understand what errors I can expect to see in my data should these flaws manifest, and indeed some have.

Coriolanus
Coriolanus 5pts like.author.displayName like.author.displayName 2 Like

 @jeffreycarr Good questions. Anchoring, confirmation bias, mirror imaging are all bias problems. Awareness is the first and best way to address it. Most analysts don't realize they are going through a list of internal bias sub-consciously, and then are affected by external bias. In my experience, you're going to refine to the point of irrelevancy. You end up making broad probabilistic statements at the expense of being wrong or hitting a bias. It's good to know. But it's unlikely that Russia is debating the merits of analysis based on "mirror imaging" in their respective shops. Which means they suffer from the same bias and thus the subsequent effect on their own decision making.

     The best means by which to decrease mirror imaging bias is to increase the degree of empiricism and deductive reasoning (as opposed to inductive reasoning). Frequently analysts will start with concept and then cherry pick traffic to suit the concept, usually that leads to the colloquial "fear mongering" and that "everyone is ready to attack right now with everything they have". Next you would have to refine the framework for intelligence. For instance, are we in the business of prediction? Or are we there to eliminate fog of war (or politics)? No self respecting scientist would "predict" too far out due to the quantity of variables usually on the plate. This is why "indications and warning" does (as a concept) not exist in the scientific community..and yet there is utility to this. The spread of a virus, the way terrorist cells work, foreign countries' long range plans. The threshold for this is debatable, but in statistics, anything more than a two period moving average gets "wonky'. Similarly Milgram suggested as much in his "small world" experiment.  At this point, I would call "intelligence" the "study of human behavior in a state of conflict", because we do SO much, in so many fields.

   So you either have to call an apple an apple or start scaling down what fits within that taxonomy. I say call an apple an apple and start developing tools and collection efforts that reflect that.  Look at the globe as a cohort, work from that concept. One of the reasons that mirror imaging doesn't bother me too much is that everything a human does is "human behavior". There are no aberrations. Mirror imaging matters if you think that one human behaves differently from another. We don't. The ontology of human dynamics is an ecosystem of "homo sapien". Not Chinese or Russian, or Egyptian. How many types of cats (Persian, American short hair, etc,) are there? How many land on their feet  90% of the time? The only thing things measurable (and repeatable in experimentation) are an understanding of what all humans share. Now if only I had that list of those characteristics around here...

JuliaHugoRachel
JuliaHugoRachel 5pts

 @Coriolanus  @jeffreycarr Well Said.

 

jeffreycarr
jeffreycarr 5pts like.author.displayName like.author.displayName like.author.displayName 3 Like

 @Coriolanus Respectfully, mirror imaging and other cognitive traps (or biases) are regularly called out as contributing to pretty much every major intelligence failure that the US IC has had in our lifetimes. However, having said that, I appreciate your reply. It confirms what I've noticed in the past when briefing analysts from DOD compared to analysts at CIA and FBI. It's a fascinating field precisely because the people performing the work have so many differences in culture, training, and experience.

JuliaHugoRachel
JuliaHugoRachel 5pts

 @Coriolanus My keyboard is drivin me nuts. Certain letters are not working. PLEASE excuse/forgive the atrocious spelling.

 

JuliaHugoRachel
JuliaHugoRachel 5pts

 @Coriolanus Humans cesit being "as predictable" when they stop interacting with other humans. I call it my "monk theory". All sneses are heightened when one spends time in isolation. Isolation ca be on vast lands or in major urbania.

 

Coriolanus
Coriolanus 5pts

 @jeffreycarr I should clarify...you seem to suggesting that I'm trying to predict what Indians think and that by their words I can tell what they will do. I don't. I make that judgment based on observable behavior in real-time and archival. There is absolutely no government or member of government or any person of importance that tells the public at large the truth about something designed to be deceptive (their own national security). So you must assume that they are omitting, exaggerating, or outright lying when they speak. Useless information.

Coriolanus
Coriolanus 5pts

 @jeffreycarr  @Coriolanus I missed the "contribute". Good point there.

Coriolanus
Coriolanus 5pts

I hate this comment system and my iPad right now."As long as you are stuck in a geographically confined space, it's possible to calculate outcomes." Bruce Buena de Mesquita has done this various times pretty effectively using game theory and his own work. It's just not a satisfying answer to everyone to hear that humans are predictable or they suffer from mirror imaging bias. We like to think we are special. Haven't read Heur, read Rob Johnstons work, taking a course on "intelligence failures". They got it covered with Cottoms piece on perception. It's kind of a metaphysical argument IMO. It doesn't really resolve or cotribute to anything applicable. But that's my opinion.

Coriolanus
Coriolanus 5pts like.author.displayName 1 Like

@jeffreycarr Doesn't matter how Indians think. They are constrained. They have same political, economic, social, constraints as other nation states. I mean culturally their caste system and even music scale are nothing like Westerners. I lived outside the US for 20 years. I'm well acquainted with cultural nuance. That said, it doesn't change the contraints of India on a global stage. It's like saying Chinese are different because they aren't like us. Yup. But they war the same. The only solution is something like the anthromorphological problem. Something beyond the scope of existence here on Earth. As long as you are stuck in a geographically it's possible to calculate outcomes. Ca

jeffreycarr
jeffreycarr 5pts like.author.displayName 1 Like

 @Coriolanus  @jeffreycarr Cognitive traps "contribute" to intel failures. They certainly aren't the single cause for them. I assume that you haven't read Heuer's book. He's the expert, not me. I do know from experience, having consulted with members of India's intelligence agencies, that they don't think the same way as Westerners. That there are important permutations in language and culture that must be understood in order to arrive at a valid estimate of what they'll do when confronted by a wide variety of scenarios. The same principle applies for other countries like Afghanistan, Pakistan, Mexico, etc.

Coriolanus
Coriolanus 5pts

@jeffreycarr LOL. Fallacy of single cause. I'm not sure who calls them out, and how this doesn't become circular logic, but I know no matter what, there is no single reason for failure. It's absolutely impossible. Complex adaptive systems don't work that way. Nothing you do has no ramification. Only thresholds. Fundamentally, focusing on cognitive bias IS a bias. Nation states have a finite amount existence. Non state actors have a finite amount of existence. There are a finite amount of primary colors. Just as there are many hues. You are trapped on a sphere, there are a finite amount of non renewable resources, and a finite planetary yield. The amount of human iteration will eventually be measurable (but not predictable). If you watch the same pride of lions, you'll see them repeat behaviors on a long enough timeline. Biases suggest a type of perception that human retain that no other animal retains. Four inputs and one output for humans. So information can only be processed in a finite amount of ways. Because you can't count the iterations, doesn't mean they don't exist.

RVN SF VET
RVN SF VET 5pts

 @Coriolanus  @jeffreycarr I gotta confess, Coriolanus, that was too esoteric for me. My only exposure to the scientific method was a year of statistics where we stated a "null hypothesis" and then tested it statistically (chi squared and that stuff.) One of the reasons political science turned to empiricism was because it was the only way to get government grants. In two cases we found that we could predict Supreme Court decisions and Congressional votes (years ago.) Then we found that even though the formulae worked, examination revealed that they were measuring the wrong things. That was fascinating because something was behind each of the measured factors that was the real cause for the vote.

 

I tried to understand an article cum PowerPoint slides in Small Wars Journal written by an Army MI Major. All I could tell was that he was a West Pointer who probably majored in engineering. Coriolanus, in my ignorance, my bias leads me to believe that some analysts hide behind empiricism. I keep imagine their saying, "I didn't make a mistake,; look at the data!" Back in 1965, RAND was running random correlations against the data concerning actions in Vietnam - this was being done at CINCPAC. What they found was valid, but the  correlations revealed enemy tactics dictated by the enemy, weather, and terrain and these same tactics were to be found in our own field manuals. This is not to denigrate that type of work, but their is value in having subject matter expertise. There is value in being a FAO.

 

I believe in automated overlays of enemy activity - graphics. I believe in gestalt analysis. And, of course, I believe in indicators that are confirmed from multiple sources. I'm glad you made a point of what I call the ":Iraq Effect" where you go in with a preconceived notion and then collect information that supports your thesis and pleases the boss. That required believing HUMINT discounted by the sponsors of the agent himself! I don't know how you counter willful blindness.

 

NSA cannot do its job without software and computers. Not so much computers to crack codes as we've been doing that since WWII. I mean hardware and software to cull information from unbelievable amounts of data intercepts.

 

However, I do not believe that you can apply empirical methods to eliminate bias, prejudice, and subject matter ignorance. The other missing ingredient is imagination. Some analysts must assume that what we think is impossible does not appear impossible to the enemy. I'm thinking of the Battle of the Bulge. We did have some intercepts indicating an attack in that area - but only Patton gave them credence. Some said that Patton was the most avid recipient of Ultra information.

Coriolanus
Coriolanus 5pts

 @RVN SF VET  @jeffreycarr We still identify sources, but the point behind fusion isn't in fact that you can count on the reliability of a source code. The sum total output of a nation in terms of open source will often tell you more than just that. The key is to put both HUMINT and SIGINT and GEOINT in the context of what they are actually doing. If I take the entire library of the University of Baghdad, take their census in 1979, and the polls run recently and compare to the collection (the aforementioned INTs) we get via clandestine means, its much better than what we get via JUST clandestine means. What about data from the Ministry of Finance or Ministry of Interior? That's not necessarily classified. For example: https://explore.data.gov/catalog/raw/  or search for "open government". Clearly some governments will be less transparent than others, but ALL keep records. Used to be that I need to schmooze an asset. Now...I hack into a government mainframe or network architecture. See: Stuxnet.

JuliaHugoRachel
JuliaHugoRachel 5pts

 @RVN SF VET  I am laughing so hard right now. I might as well be a drunk bum on the street when it comes to this language and their field. I am lost in space to the point that after having read their articles and resumes I called my CEO and said "Houston, we have a problem. Call a board meeting we need to hire some cyber security teams immediately, before we start projects and studies next year. For gods sake, we are working with so and so and doing this & that and I dont even know what a blah-blah-blah-blah tech comment is, etc...." Totally enlightened.

 

JuliaHugoRachel
JuliaHugoRachel 5pts like.author.displayName 1 Like

 @Coriolanus  @RVN SF VET  @jeffreycarr How many famous scientists have said "Math is life; Math pertains to everythin in life".

 

Perhaps the analysis and synthesis element might be better enhanced with the use of opersators and analysts  who are "out of the box".

 

RVN SF VET
RVN SF VET 5pts like.author.displayName 1 Like

 @Coriolanus  @jeffreycarr If you and Laura have the time, it would be great if you guys could spell out what these acronyms mean at least the first time used here. To me, SME is an over-the-counter drug to help you sleep. Sig Sigma might be Six Sigma I guess. A green belt is lower than my yellow judo belt. {;*)) I found CISSP certification and in my old fart ways wouldn't pay it any attention.

 

As you know, we used to grade the source of information and its likely quality with A-1 being the best. The FBI used codified plain English descriptions of sources. I would often see, "A reliable source who is known to have given good information in the past heard ......" That is similar to A-1. Now, the Pakistani/American interpreter who stood out in front of the SEALs and kept Pakistani citizens at bay is someone that we trusted 100%. In all likelihood he was a *proven asset* like the Afghan/American who helped Delta at TORA BORA and elsewhere. So, there are people who can produce trusted transcripts.

 

It is amazing what Google translation can do. We had a Russian contributor here who decided to write in Russian. I took his comment and pasted it into Google and got an understandable English version - I think. {;*)) It sure as heck is better than what Wright Patterson's translator used to be able to do. It represents great progress.

Coriolanus
Coriolanus 5pts like.author.displayName 1 Like

 @RVN SF VET  @jeffreycarr O.k. going to the experts thing. Having a skill of some sort doesn't make you an expert. Many linguists we hire suffer from all kinds of weird bias. Chaldean's from Iraq. Mormons. You name it. So there is no independent way to verify the language. This where all this "bias" goes wonky. You can't independently verify anything without a bias, but collaboration leads to the "group think" bias or even by " argument by authority" (I'm right because I'm an expert, not because its the right answer). This is why when you discuss bias, it becomes a giant circular loop. That's why I'm not an "expert" on anything. That influences our SIGINT collection capability. Hopefully, one day we can ditch poor linguists in favor of machine translation, but its not there yet. But have you used Google Translate lately? Amazing what it can do. I've looked long and hard linguistics and I have to say most of the work done by Umberto Eco and (even though I hate him) Noam Chomsky is very good.

  So that's one problem. The next is that there is no common metric for what a  SME is. If it was like a Sig Sigma green belt, o.k., no problem. Or a consistent cert like CISSP. No problem. But there isn't any of that. So how do you know when their knowledge is archaic? How do you know if they actually KNOW their material and aren't fleecing the less knowledgeable? Today..that ability is going the way of the dodo. Like it or not. We can retrieve that knowledge faster than they can relate it. How to find the information, and understand it has superseded the need for an SME. Not saying I agree or even that we are all the way, but its well into it and your children will not know anything else.

RVN SF VET
RVN SF VET 5pts like.author.displayName 1 Like

 @Coriolanus  @RVN  @jeffreycarr Stink applied to the zeal of the departing unit and the poor job they had done inputting names, places, etc. Some units were great and others not. I got this from an Afghan Hand who got around an unusual amount.

Coriolanus
Coriolanus 5pts like.author.displayName like.author.displayName like.author.displayName 3 Like

@RVN SF VET @jeffreycarr An analyst of CENTCOMs HTT is a good friend of mine. They don't stink, but decision makers have no idea what to with them. Its basically intel helping intel. We took a lot their HTT stuff and overlayed with various other databases to focus on "centers of radicalization". We are also getting to the point in processing where "area doesn't overwhelm you". What if you had flight track data, manifest data, ship data, trucking data. Then you took an old CIA study that suggests the same smuggling routes used to ex filtrate Jews during WWII are being used today. You have constant realtime update of this data. (Topology, even with erosion, only allows for some many illicit routes in and out of a country). Ten years ago? Impossible. Today, we are working toward that. The level at which we measuring, collecting, and interpreting data is immense. Wait until you have 1000s of micro UGVs covering a battlefield or persistentl aloft UAVS (for four years). These aren't that far away. If the end state is reducing the fog of war...we are much better. If the end state is predictive..eh..we are still pretty far from it. But take a look at companies like Ripples, Centrifuge, Recorded Future, Quid. To quote Marty McFly, "Your kids will love it".

RVN SF VET
RVN SF VET 5pts like.author.displayName 1 Like

 @Coriolanus  @jeffreycarr Boy, I wish at this late date I could play with some of that software. I got lost as to which example of mine or case study you were referring to - but I'll stick to subject matter expert for a second.

 

This was not my job so by the time an intercept got to me, it was only Confidential. As I went through the text, I realized that I was looking at "bundle codes." These are preset packages of arms, munitions, radios and batteries; food, etc. that are dropped to deployed airborne units and, of course, that was my training. [Forget the food part.] Each "bundle" had a brevity code associated with it. I have heard of Arabists who have spotted anomalies in conversations or emails which were counter to the particular culture of the country of the sender. You could come up with myriad examples. Surely gauging Iran's march towards a nuclear weapon would require experts.

 

The subject of battlefield surveillance reminds me of the light planes that were employed in the Philippines, Algeria, and Vietnam. Ignore the part about agents on the ground signaling with laundry and focus on pattern analysis. After a while you get to know where the livestock should be, where there is little traffic, where legitimate civilians walk at 0300 (nowhere - skill them) and which fields are normally tilled when. The human or the drone pilot forms a mental database (images too) and transfers that to a computer for pattern analysis. Of course, incidents, IEDs, and ambushes get plotted as well. In RVN I discovered that the VC cadre were referring to ambushing us where they did it before. It turns out their before was the French. We got the overlays through the French Embassy and got matches all over the place plus locations where nothing had happened - yet. One day I saw an unusual number of junks/sampans on the Saigon River Morth of town. I reported it to J-2 and it turned out to be a VC main force battalion with families on the move. They had deviated from the norm. With persistant surveillance we could have done better. Although "area defeats you" I am willing to bet that we lack the resources to do this in Afghanistan on a large scale. Maybe they are doing it with satellites, but my gut says you don't get a feel for the place. It's no like watching progress at a Russian shipbuilding yard.

 

I've been told that we are supposed to have been building "human terain " models which one unit passes on to the next. I have also been told that some hand-offs stink and the departing unit never really developed their human terrain model for their AO. It's a great idea though.

Coriolanus
Coriolanus 5pts

 @RVN SF VET  @jeffreycarr Sorry "Phillip Tetlock".

Coriolanus
Coriolanus 5pts like.author.displayName 1 Like

 @RVN SF VET  @jeffreycarr Goedel's incompleteness theorems suggests you that you can only get so much out of math. Your analogy actually reminded me of that. As it stands however, you can refine methods of empirical data gathering. They improve measurably over time. I did not say I'm not in favor of a gestalt approach, but right now we aren't seeing everything. We could, but we aren't. It will take time but persistent battlefield surveillance (think Batman and echolocation using phones) is a long way from Patton's day and age. The more information coming, and the better the ability to process it, leads inevitably to a better analysis and synthesis. The last bit "analysis and synthesis" is where you are going to use a gestalt process. You aren't going to completely eliminate human bias, but you can mitigate the bias involved in how you collect and ingest the data. So now, instead of three biases, you have two. Phillip Tetlove would disagree with you on the "subject matter expert" concept, and I stand with him. I do agree that  there is a trend of willfull decision not to see outcomes unfavorable to the observer, but in my experience, its decision makers that suffer from this the most, not so much analysts. Its actually the inverse of what your case example is. My the data stand on its own with a high degree of granularity, then do the analysis. You can always account for errors in your outcomes by percentage of error. But we aren't even near that in the community at large. As it is right now, analysts are taking swags when they shouldn't and aren't even culling what they should be. We are a long way from getting to the "remove human bias" part.

JuliaHugoRachel1
JuliaHugoRachel1 5pts

 @jeffreycarr and FBI analysts need to pass to DIA in a seamless manner. Please.

 

JuliaHugoRachel1
JuliaHugoRachel1 5pts

 @jeffreycarr as you say "I believe that the field of intelligence analysis is one of the hardest  disciplines to excel in" but it may be the most enthralling for those that are passionate about this field. Sadly, for some, especially those raised in the field as children and adolescents, the molding of the psyche can go either way. (Just my opinion) From what little I can ad to your vast experience; I will say this, the more playing fields, the more experience, the more connections and the "natural born talent" of an operator is the ultimate analyst. The analyst cannot see what the operators sense, see and live.

 

Coriolanus
Coriolanus 5pts like.author.displayName like.author.displayName 2 Like

My reading list:

http://www.picvalley.net/v.php?p=u/2461/149228527020339107471345862739cqOdfA1GJF4DWAjQuFEI.PNG

http://www.picvalley.net/v.php?p=u/1921/205618756514112757241345862776fBtV3NTC25bcJredbIi9.PNG

http://www.picvalley.net/v.php?p=u/1705/936942153139457564313458627846jMcSVFhJp5dFrugKYov.PNG

http://www.picvalley.net/v.php?p=u/1865/83661626417813849241345862789K3AnIxYkHWm3USj3ilhm.PNG

HugeFan
HugeFan moderator 5pts like.author.displayName 1 Like

 @Coriolanus If I may include a few of mine. I'm more of a literary minded reader when it comes to fiction but love non-fiction which is why I enjoy military and history genres so much. As follows:

 

The Cossacks - Lev Tolstoy

Utilitarianism - J.S. Mill

Heart of Darkness - Joseph Konrad

Knights of the Cross (Kryrzacy) - Henryk Sienkiewicz (think of a Polish "Knights of the Round Table"... yeah, let the jokes fly you base, bastards J/K LOL)

Growth, Innovation and Reform in Eastern Europe - Stanislaw Gomulka

 

You know there are really so many, if any of you would like to share good reads or thoughts offline feel free to get at me via tysonsvt@yahoo.com. Holla at ya boy!

Coriolanus
Coriolanus 5pts like.author.displayName like.author.displayName like.author.displayName 3 Like

Although..in there but via hard copy is Six Degrees by Duncan Watts. "The Breakdown of Democratic Regimes: Crisis, Breakdown, Reequilibrium" by Juan J Linz. and "Why Intelligence Fails" by Robert Jervis.

JuliaHugoRachel1
JuliaHugoRachel1 5pts like.author.displayName 1 Like

 @Coriolanus I read vorasciously. I have gathered by your psedonym and writing that your specialities are a "mixed art" so to speak. Some of your words I smiled at, as I felt they were not text book. This brings me to me my point. Not all folks in our different fields were exclusively educated by schools and textbooks . Programs, or rather "mentors" took the time and resources to mold and create operators from young ages (children even); encouraging out of the box thinking and resourceful conditioning. I hope you touch on this subject in the future. I am looking forward to your articles. Baby Steps, as you mentioned. Also, as Coriolanus legend goes, bucking the system for the "moral integrity and strong beliefs against stronger forces" has merit in modern times as well. I won't get mushy, but glad SOFREP added you. Another point, although book worm since a child, one learns from doing and great mentorship.

 

JuliaHugoRachel1
JuliaHugoRachel1 5pts like.author.displayName 1 Like

 @Coriolanus  I can relate. You are lucky to hang with your insular crowd. I prefer solitude and books. Self insulating workls well for me. I agree on the oger inside to protect and serve. I am just trying to be lady like.

 

Coriolanus
Coriolanus 5pts like.author.displayName like.author.displayName like.author.displayName 3 Like

@JuliaHugoRachel1 I'm probably not a good teacher..but Ive had some mentors in my life. If there is parallel between myself and some of the team boys is that I have an insatiable desire to go out and destroy anyone that would bring America harm. I don't really care about much else. If anything, since coming to this country almost 10 years go now..many Americans have disappointed me, so I just hang with the insular crowd I do now.

This comment has been deleted

HugeFan
HugeFan moderator 5pts like.author.displayName like.author.displayName like.author.displayName 3 Like

 @notdrakebell  @Coriolanus "Kitchen Confidential- stop what you are doing and read this. Then read Medium Raw because it is everything that makes this book amazing and more. And listen to all of his advice about kitchen gear. Like a true fanboy I bought a Global knife after reading the book. It can cut a potato in half in midair. And looks like it is from space."

 

Don't forget to read the "Nasty Bits" and Bourdain's cookbook is pretty awesome in and of itself as well.

This comment has been deleted

JuliaHugoRachel1
JuliaHugoRachel1 5pts

 @Coriolanus  a voracsious reader. Certain books MUST be read in Certain countries. My perception only....

 

Coriolanus
Coriolanus 5pts like.author.displayName like.author.displayName 2 Like

@JuliaHugoRachel1 @notdrakebell Ive been in the booth. Nothing like looking commitment in the eyes. Ive seen that from age 12 and up. I can relate, I prefer that than a weaker man. Because then I know the end state for either you or I is death, and that means all that matters is the ground we each cover in that direction. I get it, trust me. It's the difference between my friend, who is an economist, and believes in rational choice theory and myself, who doesn't buy it. "Zealots" we're terrorists. We use that word today for a reason.

Coriolanus
Coriolanus 5pts like.author.displayName like.author.displayName like.author.displayName 3 Like

Wow. My typing sucks. Pardon the errors.

Coriolanus
Coriolanus 5pts like.author.displayName like.author.displayName like.author.displayName like.author.displayName 4 Like

@notdrakebell Walden-once when you're young, once, middle aged, once when you're old. But the same for "Civil Disobedience" to remember why you should love your country but fear your government. Hemingway- love the man, love his writing style. If you have the chance and the money, visit the Hemingway bar in Paris, France. My favorite writers are all Lost Generation writers. "The Great Gatsby" my favorite novel of all time. McRavens book is on the list to read, as a former boss, it kind of became a mandatory reading. He's also kind of a hero to me. Ayn Rand- I didn't read her books until later. But briefly growing up under a dictator, I can immediately draw parallels. I love her books and understand what she trying to convey. I also realize its the apogee of humanity in her mind, so it's always struggle to meet reality with myth. I appreciate Paul Ryan, but no it's to understand him better. I'm an independent and I have a LOT of problems with both parties, and just the duality of the parties itself. I'm an extreme hawk in foreign policy, but a dove on domestic policy. Inside Terrorism is a good read, but for my perspective I got more out of Walter Laqueur's "Voices of Terror". Number ones book on terrorism IMHO. My favorite out of that compendium is Lucian of Samosatas "The Tyrannicide". Love Tony..but he's gotta come after work. Guilty pleasure thing. I have heard the book is ridiculously good though. I gotta look for the knife though..lol

JuliaHugoRachel1
JuliaHugoRachel1 5pts

 @notdrakebell  @Coriolanus I read Atlas Shrugged 1 & 2 and Fountainhead once per decade and always gain new perspective. I will never stop gleaning objetivity from these books. For all the stripper comments prior to this, Aynn Rand was no saint:-) I love to debate these books with agency women.

 

As far as Inside terrorism book- I have a difficult time with these books. Nothing replaces sitting side by side with an Islamic Fundamentalist for years. Doing their business, emershed in their lifestyles. No book I know of conveys the intimacy of this religous belief, the heart and soul of the Jihadist movement. From the heart, truth and honesty of a true Jihadi, when a person with such values explains their views, no book can translate this in my mind. Plus, crucial details are left out that tell me, the story is incomplete.

 

This was my point I attempted to make above with C. Training, Books, studying, think tanks,etc- an element is missing by living with the real deal. The honest, no agenda, real deal.

 

PS...someone made a remark about their spelling. Excuse mine. Laid up with eye and hand trauma. too stubborn to use voice activated machines. Pushing it, I will recover faster and be back out soon!

 

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