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Projects 2012

  JAMES RISING
Past Project Lists

 Projects List 2003
   http://existencia.org/files/james/projects.pdf

 Projects Blog
   http://www.mit.edu/~jrising/resources/

   http://existencia.org/projects/

 General Websites
   http://existencia.org/home/

   http://existencia.org/pro/

 Social Political Internet Projects (2011)
   http://prezi.com/3y8jokcd8x_u/copy-of-social-political-
    internet-projects/
Project Categories

 Projects with [other] Collaborators
 Complexity
 Other Research
 Sociopolitical Internet Projects
 Tools
 Curriculum Design
 Parts of Jobs
 Back-Burner Projects
Sustainable Development Program Activities

 Reading and Discussion Group, either
   World Changing (social movements, social entrepreneurism,
    radical societal change)
   Ecocentrism (rationales, implications, philosophy and
    practice)
 "Techniques and Coding" Group, either
   Data Mining (with emphasis on social networks)

   Social Change Apps (both web and smart phone apps)

 Complexity Blog Series
 Summer Workshop Meetings
 Science and Policy Summer School
• Michael Aklin (NYU),
Johannes Urpelainen

• Building simulink-
style model they can
expand and play with

1. Replicate standard
economic model in Fuss
et al 2008

2. Add elections

3. Calibrate
                                Modeling in Political Economy
                                Computational modeling is rarely used in
                                Political Economics. Johannes and Michael
                                have a paper on how partisanship changes
                                carbon mitigation investment, and they want a
[Image from Fuss et al, 2008]   model to investigate further.
• Sol Hsiang

1.     Build a theoretical
     model– what we hope
     to see.

2.     Use Philippine data
     on remittances and
     social network
     structure.



                             Network Growth under Risk
                             How do networks affect shock mitigation, and
                             how do shocks affect network growth? What
                             kinds of network links would be beneficial to
                             risk management, but don’t form because of
[Image from                  risk network dynamics?
http://www.mi2g.com:How to
Achieve Peace?]
• Kimberly Lai

• Weekly catch data at 3+
ports, 1993-1999; 16099
plankton casts, 1972-
2005.
• Kriging of plankton

• HMM-logistic model of
stock
• Cross-correlations
across space for lifespan
maps
• New EM-estimated
model, informed by
plankton directly
                            Spatial Fisheries
• Use length-class data?
                            Spatially distributed fish lifespan data is rare,
                            but may be hugely significant. Can spatial
Working Paper:
http://www.existencia.org   plankton data– or sparse data into other points
/pro/wp-                    on the food chain– be used to spatially
content/uploads/2012/05
/Spatial-Fisheries.pdf      disaggregate catch data?
• Tuesday Evening
Experiments Group

• Extracted 1962 – 2011
“March supplement”
CPS data: thousands of
records of age, sex,
income, race.

• How to turn a cross-
section into a panel?


                                   Middle Class Stories
                                   The US middle class is disintegrating, somewhat
                                   along racial lines. What is causing this? In
                                   particular, can we distinguish between older
[Distribution of income for each   workers losing their jobs and younger workers
age cohort, 1988]                  entering lower-paying jobs?
• Amir Jina, Johannes
Castner

• Getting together a
working group

1.     Develop a plausible
     "global catastrophe"
     scenario

2.     Develop a global
     plan for how to
     respond
     to it                      A Scenario for Global Catastrophe
                                What if an environmental crises precipitates a
                                global economic collapse? If we’re unprepared,
                                it could be truly catastrophic. But if we have a
                                plan, it could be an opportunity to redirect the
[My picture in the Astrodome]   entire world economy along new sustainable
                                grounds.
• Discussing with John
Mutter

• EM-DAT disaster data
(from 1901) easily
analyzable

• Disaster map: a
project to make an
online, dynamic map of
disasters through the
century

• Construct a useable
                                 Systemic Disasters
model from this data
                                 How do the consequences of disasters flow
                                 through societies? Many disaster risks are
                                 made greater by socially driven behaviors.
                                 Disasters themselves are compounded or
[Systemic ramifications of
flooding in Pakistan, based on   mitigated by how people respond. How can we
industry connections.]           better understand disaster through systems?
• William Menke

• Examples for preditors
and prey, agriculture and
development, global
weather
• Scattered Fourier
Analysis
• Multiple transfer
functions
• Have code that does
this, but only for simple
cases
                              System Regressions
• Develop first-order
delay parameterization        I want to estimate models, assuming that all
                              variables are endogenous to the system, and
• Re-check bias and
asymptotics
                              that measurement errors apply to all variables,
                              but do not drive the system. The key is to use
Presentation:                 shared frequencies to parameterize
http://existencia.org/files
/sd/sysreg.pdf                simultaneous equations.
• If each system
provides a distribution
over values for its
variables and a
spectrum, can an
estimate be true to both?

• Let {Xi} be a true
process, passed through
multiple noisy channels.
How to best recover
{Xi}?

• What are the              Amalgamated Modeling
consequences of running
a system dynamics           What tools are available for cross-scale
model on a single cell,     modeling, and for creating non-resonating
but adding cross-border     linkages between independent models? How
flows?                      can multiple models inform one variable? How
                            can system dynamics be made distributed?
• Improve the
“networked system
dynamics” framework,
so models can be
“plugged-in” and
interact

• Incorporate data,
multiple maps/networks

• Creating distinct
models of ecology and
sociology, at multiple
scales                       OpenWorld Fisheries Model
• Build tools for            How do the dynamics of fish and fishery
verification and analysis    management interact, and how can that
                             improve our ability to maintain sustainability?
Proposal to EPA:
http://existencia.org/file   What kinds of complexity modeling allow that
s/sd/openmodel2.pdf          coupling to be flexible, verifiable, and multi-
                             scale?
• Network physical model
of melt and runoff

• Calibrated against Bhakra
Dam inflows

• Copula of floods as
volume over banks

• Investigation of changes
with climate

• Investigation of sources of
variability

• Map of the melt flood
attribution across whole
Himalayas                       Himalayan Melt and Flooding
Poster:                         How much of recent flooding is attributable to
http://www.existencia.org/      melt, and how will that contribution change
pro/wp-
content/uploads/2012/01/p       over time? Using Bhakra dam and remote
oster.pdf                       sensing data, I calibrate physical and statistical
Working                         models and estimate information about extreme
paper:http://existencia.org/    events.
files/sd/flooding2.pdf
• Term papers, S2011

• Marine Conservation

    •   Extinction
    •   Scale-Independence
    •   SOC Relatinoships
    •   Contributions:
         •   Better models
         •   Managing catastrophe
         •   SOC as health

• Poverty Traps

    •   Scales in SD
    •   Economies as SOC
    •   Networked Solow model
    •   Noise analysis of indicators
                                       Self-Organized Criticality and SD
Working
papers:http://www.existe               SOC is a powerful model, with implications for
ncia.org/pro/wp-                       both ecologies and economies. In two papers
content/uploads/2012/01
/paper.pdf                             (SOC and Marine Conservation, SOC and
                                       Poverty Traps), I review the applicability and
http://existencia.org/pro/
files/marinesoc.pdf                    develop some new models.
• Term paper, F2011

• Analyses of area under
swidden cultivation
• SES categories

• System dynamics
model, run against MEA
scenarios
• Optimal path under
aggregate model
• Optimal steady-state
under 1-D model
• Optimal transportation
networks
                                Optimal Slash-and-Burn Farming
    •   Optimal control setup   How does inclusion of spatiality change optimal
    •   Building networks
                                management choices? I consider multiple
Working                         models of swidden agriculture: aggregate, 1-D,
paper:http://www.existen        and the start of 2-D optimal paths.
cia.org/pro/wp-
content/uploads/2012/01
/paper1.pdf
• Term paper, S2012

• Review of cross-scale
issues
• Model of distributed
commons and general
consequences
• Groundwater-style
diagrams
• Distanced exploiter’s
dilemma
• How fishing communities
can drive cross-scale
improvements
Working Paper:
                             Distributed Fishery Commons
http://www.existencia.org/
pro/wp-                      How do cross-scale issues inform commons
content/uploads/2012/05/     management? I review what’s missing in the
Distributed-Fishery-
Commons.pdf                  commons literature and develop a model of
Presentation:
                             “distributed commons” as a general framework
http://www.existencia.org/   for understanding scale issues in commons
pro/wp-
content/uploads/2012/05/fi   better.
shgov.pptx
• Term paper, S2012

• Omni-conformist grids
    •   Steady-states
    •   Entropy rates
    •   Effects of minorities
• Conformist CAs
    •   Information flow under
        steady-state
    •   Entropy over time and
        space
• Conformist Channels


Working paper:
http://www.existencia.org
/pro/wp-
content/uploads/2012/05
                                 Spatial Entropy Rates
/Spatial-Entropy-                What are the spatial and temporal
Rates.pdf
                                 characteristics of cellular automata? How does
Presentation:                    information move through a grid? Building off
http://www.existencia.org
/pro/wp-                         a paper by Bruce Sawhill on the role of
content/uploads/2012/05          nondeterministic automata in complexity.
/pres.pdf
• Claudia Gold (airbnb),
and designers

• Location-aware blog

• Blog entries tied into
locations tied into map
tied into blog

• Profiles, pictures,
permissions, ratings,
friends

http://travelersnetwork.
org/                       Travelers Network
                           Social network and information-sharing for
                           travelers. Combines map-based social blog and
                           yelp/trip-advisor reviews. I previously hired
                           people to work with me on this, but it hasn’t
                           taken off yet.
• Alec Uitti (designer)

• Daily new challenges
and points for doing
them.

• Anyone can add
challenges and connect
them to previous
challenges.

• Social network
pressures (sharing,
profile pics)             LimeEffect Android App
                          How do you convince people to follow “greener”
                          practices? You put personalized daily
                          suggestions on their phone and give social
                          incentives to make it like a game.
• Fossil fuel, metal ore,
air and water, soil,
plants and animals

• Calculations: people -
> area -> dimensions ->
mass -> fuel

• Number of sustainable
species from area

Demo:
http://existencia.org/sp
aceship/index-old.html      Non-Renewable Spaceship
Presentation:               What would we need to set aside for to save
http://www.existencia.o     thousands of people on an escape spaceship
rg/pro/wp-
                            able to sustain life? How much would it cost,
content/uploads/2012/0
1/pres.pdf                  and can we get people to start paying for it?
• Groups at Harvard,
                           1. Sharing      6.Filtering
Sciences Po, and
Columbia from the joint
                           2.Preface       7.Meeting
Progressive Alternatives
class.
                           3.Attribution 8.Reviewing
• Building a network of
                           4.Relationships 9.Declaration
websites and meetings
through a code of          5.Responses 10.Reprisal
conduct similar to
scientific journals.


                           Code of Deliberation
                           Building off momentum from a class, I want to
                           start a combined series of meetings and an
                           associated zine, and help start similar
                           organizations at the other schools, to share
                           ideas.
• Open interface for
tools (which perform
analyses) and shells
(which manage data)

• Pieces working for
linux scripting,
Mathematica, Matlab, R;
Matlab running through
SSH

• Self-documenting
scripts that seamlessly
combine code from         Toolbox
several languages
                          I want to stop translating code and converting
                          data between fairly similar research languages.
                          The Toolbox would be a single platform in
                          which multiple languages and tools can be
                          intertwined, transparently passing data
                          between them.
• Using “selector”
syntax popularized by
jQuery

• Online tool for
constructing “patterns”
that follow links and
strip out data




                                 Internet Data Extractor
                                 An easy tool for extracting arbitrarily
                                 structured data from websites, from tables, to
                                 data that spans pages, to dynamic content.

[Image from
https://peepcode.com/products/
jquery]
• An pamphlet which
includes both
philosophy and math

• Answers practical
questions: what should
you understand when
you see an integral sign?

• Offers stories for
getting “into the heads”
of scientists

                            Methods of Scientific Thought Document
                            Teaching non-scientific masters students how to
                            think scientifically. Students without an
                            empirical background have a difficult time with
                            core ideas that scientists take for granted– some
                            philosophical, some mathematical.
• Classes would
alternate between
“show-and-tell” of
techniques and a
research-oriented course
in programming

• Techniques range
from GIS to matching,
network theory to
inverse theory

• Includes meta-
research tools, like       Tools for SD Research Class
LaTeX, source control,
website management         A single class to give an introduction to
                           available methodologies, either outside
                           statistics and econometrics, or subsuming
                           them. Current SD PhD students are ill-served
                           by only knowing econometrics.
• June 26 – July 3, in
Paris

• 6 – 10 speakers:

    •   Laurence Tubiana
    •   Eric Maskin
    •   Jeffrey Sachs
    •   Claude Henry
    •   Valérie Masson-
        Delmotte
    •   Bruno Latour
• Students choose topic,
form teams, and produce
a report by the end        Science and Policy Summer School
                           How can science and policy work together
                           better? The summer school brings together
                           great speakers with students from Columbia,
                           Sciences Po, and elsewhere to discuss and write
                           on that topic.
• Codelet architecture

• Intelligent Plugins

• Genetics, Sentence-to-
knowledge, sentence
construction

• Emotion, stemming,
TF-IDF, anaphoras,
tagging, parsing,
conjugation, spelling,
topics, templates

• VerbNet, WordNet,        Virsona
ConceptNet                 Virsona is a chatbot artificial intelligence
• Seqpaz
                           startup where I worked as chief architect. It
                           lost funding, but has advanced technology,
http://virsona.com         easily extractable for other uses: analyzing text,
                           learning patterns, and tying data with large A.I.
                           databases.
• Diana Dabby (Olin)

• Web, Android, and
Symbian apps

• Supports audio and
MIDI files

• Automatic beat-
detection and audio
parsing

• Rearranging music
events, adjusting pitches
                            CantoVario Webapp
                            CantoVario uses algorithms for generating new
                            music from old music. I’m continuing to make
                            UI improvements and fix bugs.
Back-Burner Projects
 Investigations                      Tools
     Analytical Work                     Research Tools
         Analyzing leverage                  Librarian
         Redefining variability,             Symbolist
          correlation                         Spinner
     Empirical Work                      Personal Tools
         SOC Health of Forests               Card System
         Quartic Growth Functions            Community Flight Finder
         Green CPI                       New Languages
 Data Mining                                 Written Language
     Analyzing Data                          Nathe Programming
         Predictor                       Communication Systems
         Trendy                              Subverted Internet
     Data for analysis                       Dialogue
         Salsa Data                          ProgAlt Mediawiki plugins
         Live Extinction
Back-Burner Projects
 Sociopolitical Internet             Interests
     Better Coordination                 Meaning and Existence
         Volunteer Self-Organizer            Knowledge as Access
         Community Calendar              Books to write
         Volunteer Matchup                   Polyscriptivism
     Politics                                Systems and thought
         Accountability Project          Artificial Intelligence
         Voting Bloc                         Seqpaz
         Consensus Voting                    Evolutionary AI
     Business                            Long-term
         Garage Sale                         Community Learning Center
         New Just Economy                    Tea Club
         Purchase Aid                    Social Change
     Humanities                              Eliminate Corporations
         Infinite Canvas                     Citizen Engagement Group
         Student Centered Grading
Related Pieces

 Past jobs
 History of classes
 Teaching
 Presentations
 “Skills”: frameworks, signal processing
 ShopApp (summer job)
 Hobbies
 Blog and Social Networking
 Websites

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Projects2012

  • 1. Projects 2012 JAMES RISING
  • 2. Past Project Lists  Projects List 2003  http://existencia.org/files/james/projects.pdf  Projects Blog  http://www.mit.edu/~jrising/resources/  http://existencia.org/projects/  General Websites  http://existencia.org/home/  http://existencia.org/pro/  Social Political Internet Projects (2011)  http://prezi.com/3y8jokcd8x_u/copy-of-social-political- internet-projects/
  • 3. Project Categories  Projects with [other] Collaborators  Complexity  Other Research  Sociopolitical Internet Projects  Tools  Curriculum Design  Parts of Jobs  Back-Burner Projects
  • 4. Sustainable Development Program Activities  Reading and Discussion Group, either  World Changing (social movements, social entrepreneurism, radical societal change)  Ecocentrism (rationales, implications, philosophy and practice)  "Techniques and Coding" Group, either  Data Mining (with emphasis on social networks)  Social Change Apps (both web and smart phone apps)  Complexity Blog Series  Summer Workshop Meetings  Science and Policy Summer School
  • 5. • Michael Aklin (NYU), Johannes Urpelainen • Building simulink- style model they can expand and play with 1. Replicate standard economic model in Fuss et al 2008 2. Add elections 3. Calibrate Modeling in Political Economy Computational modeling is rarely used in Political Economics. Johannes and Michael have a paper on how partisanship changes carbon mitigation investment, and they want a [Image from Fuss et al, 2008] model to investigate further.
  • 6. • Sol Hsiang 1. Build a theoretical model– what we hope to see. 2. Use Philippine data on remittances and social network structure. Network Growth under Risk How do networks affect shock mitigation, and how do shocks affect network growth? What kinds of network links would be beneficial to risk management, but don’t form because of [Image from risk network dynamics? http://www.mi2g.com:How to Achieve Peace?]
  • 7. • Kimberly Lai • Weekly catch data at 3+ ports, 1993-1999; 16099 plankton casts, 1972- 2005. • Kriging of plankton • HMM-logistic model of stock • Cross-correlations across space for lifespan maps • New EM-estimated model, informed by plankton directly Spatial Fisheries • Use length-class data? Spatially distributed fish lifespan data is rare, but may be hugely significant. Can spatial Working Paper: http://www.existencia.org plankton data– or sparse data into other points /pro/wp- on the food chain– be used to spatially content/uploads/2012/05 /Spatial-Fisheries.pdf disaggregate catch data?
  • 8. • Tuesday Evening Experiments Group • Extracted 1962 – 2011 “March supplement” CPS data: thousands of records of age, sex, income, race. • How to turn a cross- section into a panel? Middle Class Stories The US middle class is disintegrating, somewhat along racial lines. What is causing this? In particular, can we distinguish between older [Distribution of income for each workers losing their jobs and younger workers age cohort, 1988] entering lower-paying jobs?
  • 9. • Amir Jina, Johannes Castner • Getting together a working group 1. Develop a plausible "global catastrophe" scenario 2. Develop a global plan for how to respond to it A Scenario for Global Catastrophe What if an environmental crises precipitates a global economic collapse? If we’re unprepared, it could be truly catastrophic. But if we have a plan, it could be an opportunity to redirect the [My picture in the Astrodome] entire world economy along new sustainable grounds.
  • 10. • Discussing with John Mutter • EM-DAT disaster data (from 1901) easily analyzable • Disaster map: a project to make an online, dynamic map of disasters through the century • Construct a useable Systemic Disasters model from this data How do the consequences of disasters flow through societies? Many disaster risks are made greater by socially driven behaviors. Disasters themselves are compounded or [Systemic ramifications of flooding in Pakistan, based on mitigated by how people respond. How can we industry connections.] better understand disaster through systems?
  • 11. • William Menke • Examples for preditors and prey, agriculture and development, global weather • Scattered Fourier Analysis • Multiple transfer functions • Have code that does this, but only for simple cases System Regressions • Develop first-order delay parameterization I want to estimate models, assuming that all variables are endogenous to the system, and • Re-check bias and asymptotics that measurement errors apply to all variables, but do not drive the system. The key is to use Presentation: shared frequencies to parameterize http://existencia.org/files /sd/sysreg.pdf simultaneous equations.
  • 12. • If each system provides a distribution over values for its variables and a spectrum, can an estimate be true to both? • Let {Xi} be a true process, passed through multiple noisy channels. How to best recover {Xi}? • What are the Amalgamated Modeling consequences of running a system dynamics What tools are available for cross-scale model on a single cell, modeling, and for creating non-resonating but adding cross-border linkages between independent models? How flows? can multiple models inform one variable? How can system dynamics be made distributed?
  • 13. • Improve the “networked system dynamics” framework, so models can be “plugged-in” and interact • Incorporate data, multiple maps/networks • Creating distinct models of ecology and sociology, at multiple scales OpenWorld Fisheries Model • Build tools for How do the dynamics of fish and fishery verification and analysis management interact, and how can that improve our ability to maintain sustainability? Proposal to EPA: http://existencia.org/file What kinds of complexity modeling allow that s/sd/openmodel2.pdf coupling to be flexible, verifiable, and multi- scale?
  • 14. • Network physical model of melt and runoff • Calibrated against Bhakra Dam inflows • Copula of floods as volume over banks • Investigation of changes with climate • Investigation of sources of variability • Map of the melt flood attribution across whole Himalayas Himalayan Melt and Flooding Poster: How much of recent flooding is attributable to http://www.existencia.org/ melt, and how will that contribution change pro/wp- content/uploads/2012/01/p over time? Using Bhakra dam and remote oster.pdf sensing data, I calibrate physical and statistical Working models and estimate information about extreme paper:http://existencia.org/ events. files/sd/flooding2.pdf
  • 15. • Term papers, S2011 • Marine Conservation • Extinction • Scale-Independence • SOC Relatinoships • Contributions: • Better models • Managing catastrophe • SOC as health • Poverty Traps • Scales in SD • Economies as SOC • Networked Solow model • Noise analysis of indicators Self-Organized Criticality and SD Working papers:http://www.existe SOC is a powerful model, with implications for ncia.org/pro/wp- both ecologies and economies. In two papers content/uploads/2012/01 /paper.pdf (SOC and Marine Conservation, SOC and Poverty Traps), I review the applicability and http://existencia.org/pro/ files/marinesoc.pdf develop some new models.
  • 16. • Term paper, F2011 • Analyses of area under swidden cultivation • SES categories • System dynamics model, run against MEA scenarios • Optimal path under aggregate model • Optimal steady-state under 1-D model • Optimal transportation networks Optimal Slash-and-Burn Farming • Optimal control setup How does inclusion of spatiality change optimal • Building networks management choices? I consider multiple Working models of swidden agriculture: aggregate, 1-D, paper:http://www.existen and the start of 2-D optimal paths. cia.org/pro/wp- content/uploads/2012/01 /paper1.pdf
  • 17. • Term paper, S2012 • Review of cross-scale issues • Model of distributed commons and general consequences • Groundwater-style diagrams • Distanced exploiter’s dilemma • How fishing communities can drive cross-scale improvements Working Paper: Distributed Fishery Commons http://www.existencia.org/ pro/wp- How do cross-scale issues inform commons content/uploads/2012/05/ management? I review what’s missing in the Distributed-Fishery- Commons.pdf commons literature and develop a model of Presentation: “distributed commons” as a general framework http://www.existencia.org/ for understanding scale issues in commons pro/wp- content/uploads/2012/05/fi better. shgov.pptx
  • 18. • Term paper, S2012 • Omni-conformist grids • Steady-states • Entropy rates • Effects of minorities • Conformist CAs • Information flow under steady-state • Entropy over time and space • Conformist Channels Working paper: http://www.existencia.org /pro/wp- content/uploads/2012/05 Spatial Entropy Rates /Spatial-Entropy- What are the spatial and temporal Rates.pdf characteristics of cellular automata? How does Presentation: information move through a grid? Building off http://www.existencia.org /pro/wp- a paper by Bruce Sawhill on the role of content/uploads/2012/05 nondeterministic automata in complexity. /pres.pdf
  • 19. • Claudia Gold (airbnb), and designers • Location-aware blog • Blog entries tied into locations tied into map tied into blog • Profiles, pictures, permissions, ratings, friends http://travelersnetwork. org/ Travelers Network Social network and information-sharing for travelers. Combines map-based social blog and yelp/trip-advisor reviews. I previously hired people to work with me on this, but it hasn’t taken off yet.
  • 20. • Alec Uitti (designer) • Daily new challenges and points for doing them. • Anyone can add challenges and connect them to previous challenges. • Social network pressures (sharing, profile pics) LimeEffect Android App How do you convince people to follow “greener” practices? You put personalized daily suggestions on their phone and give social incentives to make it like a game.
  • 21. • Fossil fuel, metal ore, air and water, soil, plants and animals • Calculations: people - > area -> dimensions -> mass -> fuel • Number of sustainable species from area Demo: http://existencia.org/sp aceship/index-old.html Non-Renewable Spaceship Presentation: What would we need to set aside for to save http://www.existencia.o thousands of people on an escape spaceship rg/pro/wp- able to sustain life? How much would it cost, content/uploads/2012/0 1/pres.pdf and can we get people to start paying for it?
  • 22. • Groups at Harvard, 1. Sharing 6.Filtering Sciences Po, and Columbia from the joint 2.Preface 7.Meeting Progressive Alternatives class. 3.Attribution 8.Reviewing • Building a network of 4.Relationships 9.Declaration websites and meetings through a code of 5.Responses 10.Reprisal conduct similar to scientific journals. Code of Deliberation Building off momentum from a class, I want to start a combined series of meetings and an associated zine, and help start similar organizations at the other schools, to share ideas.
  • 23. • Open interface for tools (which perform analyses) and shells (which manage data) • Pieces working for linux scripting, Mathematica, Matlab, R; Matlab running through SSH • Self-documenting scripts that seamlessly combine code from Toolbox several languages I want to stop translating code and converting data between fairly similar research languages. The Toolbox would be a single platform in which multiple languages and tools can be intertwined, transparently passing data between them.
  • 24. • Using “selector” syntax popularized by jQuery • Online tool for constructing “patterns” that follow links and strip out data Internet Data Extractor An easy tool for extracting arbitrarily structured data from websites, from tables, to data that spans pages, to dynamic content. [Image from https://peepcode.com/products/ jquery]
  • 25. • An pamphlet which includes both philosophy and math • Answers practical questions: what should you understand when you see an integral sign? • Offers stories for getting “into the heads” of scientists Methods of Scientific Thought Document Teaching non-scientific masters students how to think scientifically. Students without an empirical background have a difficult time with core ideas that scientists take for granted– some philosophical, some mathematical.
  • 26. • Classes would alternate between “show-and-tell” of techniques and a research-oriented course in programming • Techniques range from GIS to matching, network theory to inverse theory • Includes meta- research tools, like Tools for SD Research Class LaTeX, source control, website management A single class to give an introduction to available methodologies, either outside statistics and econometrics, or subsuming them. Current SD PhD students are ill-served by only knowing econometrics.
  • 27. • June 26 – July 3, in Paris • 6 – 10 speakers: • Laurence Tubiana • Eric Maskin • Jeffrey Sachs • Claude Henry • Valérie Masson- Delmotte • Bruno Latour • Students choose topic, form teams, and produce a report by the end Science and Policy Summer School How can science and policy work together better? The summer school brings together great speakers with students from Columbia, Sciences Po, and elsewhere to discuss and write on that topic.
  • 28. • Codelet architecture • Intelligent Plugins • Genetics, Sentence-to- knowledge, sentence construction • Emotion, stemming, TF-IDF, anaphoras, tagging, parsing, conjugation, spelling, topics, templates • VerbNet, WordNet, Virsona ConceptNet Virsona is a chatbot artificial intelligence • Seqpaz startup where I worked as chief architect. It lost funding, but has advanced technology, http://virsona.com easily extractable for other uses: analyzing text, learning patterns, and tying data with large A.I. databases.
  • 29. • Diana Dabby (Olin) • Web, Android, and Symbian apps • Supports audio and MIDI files • Automatic beat- detection and audio parsing • Rearranging music events, adjusting pitches CantoVario Webapp CantoVario uses algorithms for generating new music from old music. I’m continuing to make UI improvements and fix bugs.
  • 30. Back-Burner Projects  Investigations  Tools  Analytical Work  Research Tools  Analyzing leverage  Librarian  Redefining variability,  Symbolist correlation  Spinner  Empirical Work  Personal Tools  SOC Health of Forests  Card System  Quartic Growth Functions  Community Flight Finder  Green CPI  New Languages  Data Mining  Written Language  Analyzing Data  Nathe Programming  Predictor  Communication Systems  Trendy  Subverted Internet  Data for analysis  Dialogue  Salsa Data  ProgAlt Mediawiki plugins  Live Extinction
  • 31. Back-Burner Projects  Sociopolitical Internet  Interests  Better Coordination  Meaning and Existence  Volunteer Self-Organizer  Knowledge as Access  Community Calendar  Books to write  Volunteer Matchup  Polyscriptivism  Politics  Systems and thought  Accountability Project  Artificial Intelligence  Voting Bloc  Seqpaz  Consensus Voting  Evolutionary AI  Business  Long-term  Garage Sale  Community Learning Center  New Just Economy  Tea Club  Purchase Aid  Social Change  Humanities  Eliminate Corporations  Infinite Canvas  Citizen Engagement Group  Student Centered Grading
  • 32. Related Pieces  Past jobs  History of classes  Teaching  Presentations  “Skills”: frameworks, signal processing  ShopApp (summer job)  Hobbies  Blog and Social Networking  Websites