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PAINT. Dynamic - Counter-Intelligence Simulation Lab (MIT D-CISL) (name still being discussed ). Massachusetts Institute of Technology (MIT) PI: Stuart Madnick Co-PIs: Nazli Choucri Michael Siegel National Security Innovations (NSI) - PowerPoint PPT Presentation
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Dynamic - Counter-Intelligence Simulation Lab (MIT D-CISL)
(name still being discussed)
Massachusetts Institute of Technology (MIT)PI: Stuart Madnick <[email protected]>
Co-PIs: Nazli Choucri <[email protected]> Michael Siegel <[email protected]>
National Security Innovations (NSI)Robert Popp <[email protected]>
Version as of 2 Sept 2007; 11:30 AM
PAINT PAINT
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Products• System Dynamics (SD) causal model
– Shows the cause-and-effect relationships within and between the key sub-systems (e.g., Leadership, Infrastructure, Terrorist Groups) which provides high-level insights
• Software (in Vensim) of the SD causal model– Allows for running simulations of the SD model– Including outputs of simulations of various “what if” cases
Sample SD Simulation OutputSample SD Model
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Technology
• Challenge: – Develop model to address
the PAINT challenge problem.
• How overcome: – MIT-NSI team combines SD
modelers, political scientist experts, and domain experts with experience in developing complex social science SD models for DoD/IC problems.
Sample Inputs/Outputs of SD Models
• Technology: SD models formalize causal relationships and simulate system behavior over time using differential equations– Analytical techniques are used to test contingencies and study
range of potential pathways– SD has been used as modeling & simulation method over 50 years
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Evaluation & Validation(12 ways in proposal – 2 key ways are)
• Behavioral Reproduction– Use past data (as well as other sources) to help determine
parameters up to, say, two years ago.• Including known planned changes
– Each “stock” (e.g., number of terrorists) is a metric.– Measure how well SD model projections match the following years.
• System Improvement of ProActive IntelligenceIdentification of Tipping Point– Does the model generate useful
insights as judged by decision makers?– In particular, identify emerging threats
and effective proactive intelligence options (i.e., tipping points, counterfactual analysis, high-leverage mitigation)
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Contributions• Demonstrate iterative model development &
experimentation– Combines the objectives of designing system architecture and
developing a platform to identify high-leverage mitigation options and proactive strategies
– Simulations combine inputs from domain knowledge and data• Produce output which informs
problem domain by– Early identification of emerging
threats– Ability to explore the counterfactual – Propose effective probes and iterate
with proactive intelligence
ParameterizeModel Architecture
Probe Experiments& Compare with
Simulations
ProActive & Mitigation
Strategy Generation
Refine response options; drill down on high leverage substructures
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1
Feedback
PAINT Information Flow
Data
Strategy Generation& Exploration
Dynamic Simulation
Models
ResponseOptions
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2
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• Our contribution is at the nexus of goals 2-3-4:(2) Develop dynamic simulation model(3) Explore range of possible strategies, simulate outcomes & pathways(4) Test feedback and multiple-order effects from mitigation and
intervention(2) Incorporate feedback and refine model parameters
- Also has a synergy with (1) Data: Utilizing data to set parameter values & determining what data is needed/useful.
Core Function Range of
Functions
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Domain• Domain: Directly address Challenge Problem.
– High level domain consists of the interaction between the structure of political and social institutions (e.g.. Leadership, Military, Terrorists) and the physics of material systems (e.g., nanotechnology, engineering systems)
• Needs:– Access to relevant Subject Matter Experts (SMEs) and IC analysts
• MIT resources:– MIT’s access to multi-disciplinary literature and perspectives in Political
Science & Nanotechnology– Develop the overall domain and
individual system of elements – Focus on sensitive processes
that shape immediate threats – Develop and identify the range
of potential pathways that develop from different contingences
Simplified High-Level View
Political Intent
Mobilization & Coordination
Capacity to PlanNanoTech
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MIT Backup Slides
For possible use in discussions and backup groups -
• Previous Historical Cases• Brief Nanotechnology Sources
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Historical Cases - Goal• Provide examples of countries which have
formed technologically-oriented military plans:– Identify what conditions caused the countries to
form these plans.– Identify conditions and dynamics which may
have signaled the formation of these plans.• Work with our MIT Political Science
colleagues (SMEs) to develop case studies – specific emphasis on the conditions, dynamics, pathways, and indicators
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Partial List of Countries which formed technologically-oriented military plans
• Developing Countries:– North Korea – Biological, Chemical, and especially
Nuclear research in last 15-30 years. – India/Pakistan – Nuclear arms race.– Libya – Sought weapons for regional military dominance. – Iran-Iraq War (1980s) – Biological & Chemical weapons. – South Africa – Supposedly had a nuclear weapons
project following nuclear energy development assistance.– Early China – Acquired nuclear weapons’ technology and
support from Soviets in exchange for Uranium ore.– Egypt – Sought to develop weapons.
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Partial List of Countries which formed technologically-oriented military plans
• More Developed Countries:– Germany between the World Wars – Sought military
development for aggressive purposes. – Contemporary China – Continues to do Biological and
Chemical research– USSR – Arms race with the US. – United States, NATO – Leaders in development of
advanced military tools. – Israel – Acquired technology and weapons through
alliance with United States and other sources. – Britain, France, and Germany during WWI – Developed
chemical gas weapons - each side escalated weapons.– Japan – prior to WW II
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Brief history: India development of nuclear weapons• Mid-1950s: Acquires initial technologies under “Atoms for
Peace” campaign.• 1962: India attacked by China in 1962 (still territorial
disputes).• 1964: China's first nuclear tests.• 1965-1971: India fights two wars with Pakistan.• April 1998: India plans for nuclear testing after Pakistan tests
new missiles.• May 1998: India successfully tests five nuclear devices. • Today: India now believed able to produce about 50-90
weapons. Previous president, Dr. Kalam, was originally missile scientist, later head of various nuclear tests.
Source: Federation of American Scientists – http://www.fas.org/nuke/guide/india/nuke/index.html
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Brief history: Pakistan development of nuclear weapons• 1972: Program started after 1971 India-Pakistan War.• 1975: Following India’s successful tests, Pakistan
aggressively pursues nuclear technology. – Dr. A. Q. Khan, a Pakistani expat, returns from Europe after
“stealing” nuclear technology secrets from Dutch research.• Pakistan continued to work towards nuclear weapons,
possibly with help from China and N. Korea.• May 1998: Pakistan successfully tests six nuclear
warheads. • 2004: A.Q. Khan is later dismissed after confessing to
providing nuclear technology to Iran, Libya, and North Korea by building devices in Malaysia with assistance from Dutch, German and South African individuals.
Source: Federation of American Scientists – http://www.fas.org/nuke/guide/pakistan/nuke/index.html
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What does a state need to develop nano-weapons?
• Two extreme methods of technology development for weapons:1. Develop technology/weapons “in-house”
• Need sophisticated technology research program– Needs state stability (Regime Resilience), government
support, strong academic program.– Needs well-developed R&D, manufacturing plants, etc.
• Such technologies usually need to be made in stable states (e.g., democratic or autocratic).
2. Rely on “outsource” solutions• Need to have a well-developed ally who has interest in your
region and in building you up. – e.g. Israel & US
• Need to have access to black market products.– e.g. North Korea and Iran, via breakup of USSR.
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Why would a state develop nano-weapons?
• Real or perceived threat– India/Pakistan nuclear
development– Cold War weapons race
• Signaling mechanism / popular status booster– North Korea– China 1949 (nuclear weapons)
• Area dominance– Globally – United States,
NATO, etc.– Regionally – Libya, North
Korea, etc. • As tools for aggression
– Germany between WWs
North Korean Weapon ParadeSource: ABC News
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Iranian Nanotechnology on Web
– First vice-president (Director of the Office)– The ministers of Economic and finance affairs, Health and
medical education, Agricultural Jihad, Defense and armed forces logistics, Industries and mines, Science, research and technology, Oil and the Director of planning and management (judicial members of the office)
– The Chairman of Technology Cooperation Office of the Presidency (Secretary of the Office)
– Five experts of the nanotechnology and experienced managers of the country (government and private) chosen by the Office Director
– Sub-Systems of the Office: • The secretariat of the Office: The secretariat of the Office,
Technology Cooperation Office of the Presidency (TCO), and the Secretary of the Office, is the Chairman of TCO.
• Coordination Council of the Office: includes representatives of judicial members of the Office as well as the real members will be formed. The work description and the authority of the Coordination Council will be approved in the Office
– Group works and apparatus committees• Information from: http://nano.ir/en/pages.php?Pages_Id=36
• Only mention of weapons on these sites was carbon nanotubes were utilized to make the swords of Damascus: http://www.nature.com/news/2006/061113/full/061113-11.html
www.irannano.orgStructure of overall-management of nanotechnology development - Members of the Office: Special Office of Nanotechnology Development will continue to assume the responsibility of policy-making and management of nanotechnology development in the country with the following staff:
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Nanotech At MITA range of research groups and activities at MIT:• Institute for Soldier Nanotechnologies:
http://web.mit.edu/isn/ • MIT Nanoengineering Group:
http://web.mit.edu/nanoengineering/ • Center for Nanofluids Technology:
http://web.mit.edu/nse/nanofluids/ • Suresh Research Group (Bio-focused):
http://sureshgroup.mit.edu/ • A partial list of other nanotech activities @ mit:
http://web.mit.edu/research/category/nano.html#links
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Bio/Chemical Weapons Programs
• http://www.cnn.com/SPECIALS/2001/trade.center/biochem.weapons/ – Countries which have bio/chemical weapons & descriptions of most common weapons.
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Nuclear Weapons Programs: http://www.isis-online.org/mapproject/introduction.html
http://cns.miis.edu/research/cbw/possess.htm