Skip to main content

Pursuing Fundamental Advances in Human Reasoning

  • Conference paper
  • First Online:
Artificial General Intelligence (AGI 2017)

Abstract

The IARPA CREATE program’s aim to produce “fundamental advances” in human reasoning may provide a new sufficiency test for AGI and insights for the evaluation of AGI performance. The approach of one CREATE program team, the SWARM Project, is outlined.

This research is based upon work supported in part by the Office of the Director of National Intelligence (ODNI), Intelligence Advanced Research projects Activity (IARPA), under Contract 2017-16122000002. The views and conclusions contained herein are those of the authors and should not be interpreted as necessarily representing the official policies, either expressed or implied, of ODNI, IARPA, or the U.S. Government. The U.S. Government is authorized to reproduce and distribute reprints for governmental purposes notwithstanding any copyright annotation therein.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 44.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 59.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Pinar Saygin, A., Cicekli, I., Akman, V.: Turing test: 50 years later. Minds Mach. 10(4), 463–518 (2000)

    Article  Google Scholar 

  2. Moon, P.: Wozniak on Apple, AI, and future inventions. In: The Washington Post (2007)

    Google Scholar 

  3. Goertzel, B.: What counts as a thinking machine–and when will we meet one? New Sci. 215(2881), 18 (2012)

    Article  Google Scholar 

  4. Intelligence Advanced Research Projects Activity: Crowdsourcing Evidence, Evaluation, Argumentation, Thinking and Evaluation, IARPA-BAA-15-11 (2016)

    Google Scholar 

  5. Heuer, R.J., Pherson, R.H.: Structured Techniques for Intelligence Analysis, 2nd edn. CQ Press, Los Angeles (2015)

    Google Scholar 

  6. van Gelder, T.J.: Argument mapping. In: Pashler, H. (ed.) Encyclopedia of the Mind. SAGE, Thousand Oaks (2013)

    Google Scholar 

  7. Hanea, A.M., McBride, M.F., Burgman, M.A., Wintle, B.C.: Classical meets modern in the IDEA protocol for structured expert judgement. J. Risk Res. 9877, 1–17 (2016). doi:10.1080/13669877.2016.1215346

    Article  Google Scholar 

  8. Shum, S.B., et al.: DCLA meet CIDA: collective intelligence deliberation analytics. In: 2nd International Workshop on Discourse-Centric Learning Analytics, LAK14: 4th International Conference on Learning Analytics & Knowledge (2014)

    Google Scholar 

  9. Tetlock, P., Gardner, D.: Superforecasting: The Art and Science of Prediction. Random House, London (2015)

    Google Scholar 

  10. Salas, E., Shuffler, M.L., Thayer, A.L., Bedwell, W.L., Lazzara, E.H.: Understanding and improving teamwork in organizations: a scientifically based practical guide. Hum. Res. Manag. 54(4), 599–622 (2014)

    Article  Google Scholar 

  11. Hackman, J.R.: Collaborative intelligence: using teams to solve hard problems. Berrett-Koehler Publishers, San Francisco (2011)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Timothy van Gelder .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this paper

Cite this paper

van Gelder, T., de Rozario, R. (2017). Pursuing Fundamental Advances in Human Reasoning. In: Everitt, T., Goertzel, B., Potapov, A. (eds) Artificial General Intelligence. AGI 2017. Lecture Notes in Computer Science(), vol 10414. Springer, Cham. https://doi.org/10.1007/978-3-319-63703-7_24

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-63703-7_24

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-63702-0

  • Online ISBN: 978-3-319-63703-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics