Beyond the Algorithm
A series on cybernetics, systems theory, and the question of machine consciousness. Each episode takes one thinker seriously in their own terms, then tests those ideas against the systems being built today. Episodes stand on their own, but they were written in sequence, and the arc rewards listening in order.
Created by Brigitte E. S. Jansen. Produced by the Gesellschaft für Arbeitsmethodik e.V., a non-profit association founded in 1954 and based in Baden-Baden, Germany.
Narrated by a synthetic voice. In a series about machine minds, that is part of the argument rather than a production shortcut.
All episodes and further reading: bta.global-future-association.com
The association: gfaev.de
Comments, corrections, and disagreements are welcome.
SHOW NOTES
Key Concepts
- Conversation Theory
- The transmission model of learning and its failure
- Understanding as rebuilt, not transmitted
- The loop, not the line
- Three levels: agreement, understanding, consciousness
- P-individuals versus M-individuals
- Perspectives distributed across, or multiplied within, physical vehicles
- Teachback as the test of understanding
- Entailment meshes versus learning chains
- Adaptive teaching machines (SAKI)
- Musicolour
- Colloquy of Mobiles
- Chemical computers and embodied learning
- Second-order structure of self-aware conversation
- Conversational AI versus Paskian AI
Primary Texts by Gordon Pask
Conversation Theory: Applications in Education and Epistemology. Elsevier, Amsterdam 1976. The central statement.
- The Cybernetics of Human Learning and Performance. Hutchinson, London 1975.
- An Approach to Cybernetics. Hutchinson, London 1961. Accessible early overview.
- “Conversation, Cognition and Learning.” Elsevier, 1975.
- “A Comment, a Case History and a Plan” (1971). On Colloquy of Mobiles and aesthetically potent environments.
- “The Meaning of Cybernetics in the Behavioural Sciences” (1968).
Secondary Literature
- Bernard Scott: “Gordon Pask’s Conversation Theory: A Domain Independent Constructivist Model of Human Knowing.” Foundations of Science 6 (2001).
- Bernard Scott (ed.): Gordon Pask, Conversation, Cognition and Learning. Collected commentary.
- Bernard Scott: Explorations in Second Order Cybernetics (2017).
- Andrew Pickering: The Cybernetic Brain: Sketches of Another Future. University of Chicago Press, 2010. The chapter on Pask is excellent on both the machines and the man.
- Jon Bird / Ezequiel Di Paolo: “Gordon Pask and His Maverick Machines” (2008).
- Hugh Dubberly / Paul Pangaro: “What is Conversation? How Can We Design for Effective Conversation?” (2009).
- Paul Pangaro: writings and talks on Conversation Theory and its application to design and interaction.
- Ranulph Glanville: on Pask as his doctoral supervisor and on the black-box lineage. See Episode 13.
Connections Across the Series
- Ross Ashby (Ep. 9): feedback and requisite variety. Pask extends the loop into dialogue.
- Stafford Beer (Ep. 10): recursive coordination. Pask and Beer were collaborators and friends.
- Heinz von Foerster (Ep. 4): second-order cybernetics, the self-observing conversation.
- George Spencer-Brown (Ep. 2): the entailment mesh as a structure of distinctions.
- Ranulph Glanville (Ep. 13): Pask’s doctoral student, examined by von Foerster. Agreement demonstrated rather than inspected becomes, in Glanville, the object as black box.
- Gregory Bateson (Ep. 14): mind as distributed. The P-individual spread across M-individuals points ahead.
More from the Gesellschaft für Arbeitsmethodik
The association and its other programmes:
gfaev.de Our other podcast series, all in German:
GfA – Der Podcast · The same questions pursued in German, currently the series “Das Bewusstsein der Maschinen”:
gfa-ev.com
GfA Kulturwelten · Art, music and cultural history, including a series on the history of Tango Argentino: kulturwelten.
gfaev-online.com
Gut zu Wissen: KI & SEO Insights · Artificial intelligence, search and structured data, for people who have to make it work in practice:
gfaev.eu
GfA History · Recorded lectures from the association:
gfa-web.de
If something here was wrong, or right in a way we did not expect, write to us. Corrections and objections find their way into later episodes.
