SlideShare a Scribd company logo
1 of 1
(Human Cognitive) Traits: Matt Gers mattphilos@twitter matt.gers@vuw.ac.nz Out With Information, In With Causation 1. Either some elements of the developmental matrix are privileged* or none are. 2. The Brute Parity Thesis argues that no elements are developmentally privileged. (Semantic content could grant developmental privilege, but even genes don’t contain semantic information.) 3. However, some genes remain intuitively developmentally privileged.  4. If there are different Causal Kinds this might explain developmental privilege. 5. Stability, Specificity, Proportionality, and Enablement are different Causal Kinds. 6. To the degree that genes are these kinds of causes they are developmentally privileged. 7. To the degree that any element of the developmental matrix satisfies this criteria, it is privileged. 8. Therefore, some, but certainly not all, elements of the developmental matrix are developmentally causally privileged (see elements in upper right of state-space boxes).  Not all Developmental Causes are Equivalent Woodward’s Causal Kinds The Brute Parity Thesis of Developmental Causation (Woodward 2010) STABILITY:The causal relation holds over a wide range of background conditions. Genes are privileged causes. Natural selection ‘puts’ semantic information into the genome (Maynard-Smith 2000).  SPECIFICITY:Many interventions on the cause map to many possible outcomes. But membranes, environments, contexts of gene expression, these are all important as well! (Oyama 1985). PROPORTIONALITY:Causes must fit with their effects. No irrelevent detail of cause or effect. So, systems theorists insist on taking every causal factor equally seriously (Godfrey-Smith 2001). A 4th Causal Kind: Enablers 1. Pr(E|Cexpl) ≈ Pr(E|C) 2. Pr(E|Cexpl)≈ Pr(E|Cexpl∧Ck) for all Ck Stable > The Potochnik (2007) criteria for causal explanation suggest we should include the road in explaining why the chicken crossed. Yet the road is not distinguished from other causes. Such enablers need to be accounted for in the state-space model. Genes Don’t Carry Semantic Information Enabling > A State-Space Model of Causal Kinds Information content is always a true proposition (Perez-Montoro 2007) [This is not the case with genes and phenotypes]. Specific > Proportional > Specific > Following a program is not sufficient for information content (Rosenberg 2006). Forget the information content of the gene and decide what kind of cause it is Enabling > Stable > Interpreting systems must actively construct information (Jablonka 2006) [There is no such interpreter of the genome]. Stable > Dysbindin – A gene related to intelligence in a non-proportional, non-enabling, non-stable, but specific way. [Bracketed comments are my own] FoxP2 – A gene related to language capability in a  semi-specific, non-proportional, non-stable, possibly enabling way. A series of 3D models showing selected causal kind dimensions. The full model is a single 4D space.  Proportional > Huntingtin – A gene related to Huntington’s disease in a specific, stable, proportional, enabling way. * What is Causal Privilege? In complex causal systems we want to focus  attention on the ‘important’ causes.  By showing asymmetries among causes we can favour some causes over others according to the questions we are asking. These privileged causes tend to be found in the top right of the state-space models.  Implications of Causal Kinds Structure for developmental systems theory. Visual inspection of causal kinds. Regions of state-space might correspond to developmentally interesting concepts. Quantification of causal privilege !?

More Related Content

Featured

2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by HubspotMarius Sescu
 
Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTEverything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTExpeed Software
 
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)contently
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024Albert Qian
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsKurio // The Social Media Age(ncy)
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summarySpeakerHub
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next Tessa Mero
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best PracticesVit Horky
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project managementMindGenius
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...RachelPearson36
 

Featured (20)

2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot
 
Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTEverything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPT
 
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage Engineerings
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 

A State-Space model of Causal Kinds

  • 1. (Human Cognitive) Traits: Matt Gers mattphilos@twitter matt.gers@vuw.ac.nz Out With Information, In With Causation 1. Either some elements of the developmental matrix are privileged* or none are. 2. The Brute Parity Thesis argues that no elements are developmentally privileged. (Semantic content could grant developmental privilege, but even genes don’t contain semantic information.) 3. However, some genes remain intuitively developmentally privileged. 4. If there are different Causal Kinds this might explain developmental privilege. 5. Stability, Specificity, Proportionality, and Enablement are different Causal Kinds. 6. To the degree that genes are these kinds of causes they are developmentally privileged. 7. To the degree that any element of the developmental matrix satisfies this criteria, it is privileged. 8. Therefore, some, but certainly not all, elements of the developmental matrix are developmentally causally privileged (see elements in upper right of state-space boxes). Not all Developmental Causes are Equivalent Woodward’s Causal Kinds The Brute Parity Thesis of Developmental Causation (Woodward 2010) STABILITY:The causal relation holds over a wide range of background conditions. Genes are privileged causes. Natural selection ‘puts’ semantic information into the genome (Maynard-Smith 2000). SPECIFICITY:Many interventions on the cause map to many possible outcomes. But membranes, environments, contexts of gene expression, these are all important as well! (Oyama 1985). PROPORTIONALITY:Causes must fit with their effects. No irrelevent detail of cause or effect. So, systems theorists insist on taking every causal factor equally seriously (Godfrey-Smith 2001). A 4th Causal Kind: Enablers 1. Pr(E|Cexpl) ≈ Pr(E|C) 2. Pr(E|Cexpl)≈ Pr(E|Cexpl∧Ck) for all Ck Stable > The Potochnik (2007) criteria for causal explanation suggest we should include the road in explaining why the chicken crossed. Yet the road is not distinguished from other causes. Such enablers need to be accounted for in the state-space model. Genes Don’t Carry Semantic Information Enabling > A State-Space Model of Causal Kinds Information content is always a true proposition (Perez-Montoro 2007) [This is not the case with genes and phenotypes]. Specific > Proportional > Specific > Following a program is not sufficient for information content (Rosenberg 2006). Forget the information content of the gene and decide what kind of cause it is Enabling > Stable > Interpreting systems must actively construct information (Jablonka 2006) [There is no such interpreter of the genome]. Stable > Dysbindin – A gene related to intelligence in a non-proportional, non-enabling, non-stable, but specific way. [Bracketed comments are my own] FoxP2 – A gene related to language capability in a semi-specific, non-proportional, non-stable, possibly enabling way. A series of 3D models showing selected causal kind dimensions. The full model is a single 4D space. Proportional > Huntingtin – A gene related to Huntington’s disease in a specific, stable, proportional, enabling way. * What is Causal Privilege? In complex causal systems we want to focus attention on the ‘important’ causes. By showing asymmetries among causes we can favour some causes over others according to the questions we are asking. These privileged causes tend to be found in the top right of the state-space models. Implications of Causal Kinds Structure for developmental systems theory. Visual inspection of causal kinds. Regions of state-space might correspond to developmentally interesting concepts. Quantification of causal privilege !?

Editor's Notes

  1. Rotterdam Talk:Explain the motivation, Explain that we don’t need info to distinguish genes, Explain causal kinds 1-4, Explain the purple 4D model, Populate the model, Explain that the examples don’t matter, Highlight the claim, Highlight the implications. My MAJOR PUNCHES are First, the point about causal kinds in a 4D space, and Second, the implications about regions of space.