Perspective
Goodwill needs a Power Grid
English note awaiting review
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Reference details
Title as recorded: Goodwill needs a Power Grid
Author(s): Sven Franken · Year: Not recorded
Publication / host: Sven Franken — persoonlijke website
Source language: English
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Article
Understanding Simpson's paradox by asking about causes
Pearl explains why aggregated figures also require thinking about possible causes and their relationships.
Why read it?
Explores the move from a surprising statistical pattern to an explanation.
Keep in mind
How figures should be adjusted depends on the research question and causal assumptions.
Reference details
Title as recorded: Comment: Understanding Simpson’s Paradox
Author(s): Judea Pearl · Year: 2014
Publication / host: Informa UK Limited
Source language: English
DOI: 10.1080/00031305.2014.876829
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Article
Block: a world of inverted colours
Block's thought experiment examines the relationship between our environment, the functions of mental states and how they feel.
Why read it?
Develops the question of whether the same functions can accompany different experiences.
Keep in mind
The imagined world serves a philosophical argument. It is not an observed situation.
Reference details
Title as recorded: Inverted Earth
Author(s): Ned Block · Year: 1990
Publication / host: JSTOR
Source language: English
DOI: 10.2307/2214187
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Article
The inverted spectrum and relationships between colours
Clark examines whether the structure of colour relationships constrains the idea of two people having inverted colour experiences.
Why read it?
Helps examine the inverted spectrum beyond a single isolated colour.
Keep in mind
The article discusses a philosophical thought experiment. It does not directly observe anyone's inner experience.
Reference details
Title as recorded: SPECTRUM INVERSION AND THE COLOR SOLID
Author(s): Austen Clark · Year: 1985
Publication / host: Wiley
Source language: English
DOI: 10.1111/j.2041-6962.1985.tb00413.x
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Article
How companies present AI in human terms
This analysis examines how AI companies attribute human characteristics to systems and thereby shape expectations and power relations.
Why read it?
Helps examine how descriptions of AI influence our understanding of it.
Keep in mind
The article interprets communication. It does not test AI consciousness.
Reference details
Title as recorded: Constructing AI power: anthropomorphising imaginaries of generative AI by AI companies
Author(s): Anastasia Glawatzki · Year: 2026
Publication / host: Springer Science and Business Media LLC
Source language: English
DOI: 10.1007/s00146-026-03367-1
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Article
Establishing understanding in a conversation with a language model
Research on how conversational partners check shared understanding and repair misunderstandings when a language model participates.
Why read it?
Explores how we can tell whether a conversational partner is responding to what we mean.
Keep in mind
The study assesses particular conversational tasks. A successful conversation does not, by itself, prove human-like understanding.
Reference details
Title as recorded: Evaluating the Effectiveness of Large Language Models in Establishing Conversational Grounding
Author(s): Biswesh Mohapatra; Manav Nitin Kapadnis; Laurent Romary; Justine Cassell · Year: 2024
Publication / host: Association for Computational Linguistics
Source language: English
DOI: 10.18653/v1/2024.emnlp-main.545
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Article
The same argument, labelled as AI-generated
Zhu and colleagues examine how an “AI-generated” label affects assessments of a text.
Why read it?
Helps distinguish a text's origin from the quality of its reasoning.
Keep in mind
The study uses a particular design. The presumed author does not automatically determine whether an argument is sound.
Reference details
Title as recorded: Hetzelfde argument, een AI-label
Author(s): Not recorded · Year: Not recorded
Publication / host: aclanthology.org
Source language: English
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Article
Can AI be an authority on knowledge?
Hauswald examines what it means to treat an artificial system as an epistemic authority.
Why read it?
Explores why we might accept a system's answer.
Keep in mind
The article makes a philosophical assessment. Having authority and giving correct answers are not the same thing.
Reference details
Title as recorded: Artificial Epistemic Authorities
Author(s): Rico Hauswald · Year: 2025
Publication / host: Informa UK Limited
Source language: English
DOI: 10.1080/02691728.2025.2449602
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Perspective
Motte-and-bailey: retreating to a weaker claim
Shackel explains how someone may defend a disputed position by temporarily adopting a narrower, more defensible claim.
Why read it?
Helps identify shifts in a position during discussion.
Keep in mind
This is an essay by the author. Naming the pattern does not replace examining the particular reasoning.
Reference details
Title as recorded: Motte-and-bailey nader uitgelegd
Author(s): Not recorded · Year: Not recorded
Publication / host: blog.practicalethics.ox.ac.uk
Source language: English
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Article
Kripke on truth and self-reference
Kripke develops a formal theory of truth and self-referential statements, such as those in the liar paradox.
Why read it?
Offers further reading on what happens when a statement says something about itself.
Keep in mind
The text requires knowledge of logic. Its solution belongs to this approach and is not a universally accepted final answer.
Reference details
Title as recorded: Kripke: een theorie van waarheid
Author(s): Not recorded · Year: Not recorded
Publication / host: www.impan.pl
Source language: English
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Article
AI and humanity's place
A philosophical reflection on AI as a possible shift in how people understand their own central place.
Why read it?
Invites examination of the stories we tell about AI and ourselves.
Keep in mind
The author makes a historical and philosophical comparison. The account is not an established future scenario.
Reference details
Title as recorded: Artificial Intelligence as the Fourth Decentering Revolution: From Cosmic, Biological, and Psychological Displacement to Cognitive Decentering
Author(s): Erik Cambria; Rui Mao; Nicola Bianchi; Amir Hussain; Keith Oatley; Geoffrey Hinton · Year: 2026
Publication / host: Springer Science and Business Media LLC
Source language: English
DOI: 10.1007/s12559-026-10569-8
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Practice-based article
Accessible help in a digital world
A practice-based article on accessibility, freedom of choice and responsibility as support services become more digital.
Why read it?
Helps consider digital services from the perspective of someone seeking help.
Keep in mind
The article concerns a particular service context. It does not assess every current AI system.
Reference details
Title as recorded: Toegankelijke hulp in digitale tijden
Author(s): Not recorded · Year: Not recorded
Publication / host: sociaal.net
Source language: Dutch
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ArticleCounterpoint
Statistical criticism of Dunning–Kruger
Gignac and Zajenkowski examine how much of the familiar self-assessment pattern can be explained by statistical effects.
Why read it?
Offers a counterpoint to overly simple explanations of the Dunning–Kruger effect.
Keep in mind
The article contributes to an ongoing debate. Read the original study and responses to this critique too.
Reference details
Title as recorded: The Dunning-Kruger effect is (mostly) a statistical artefact: Valid approaches to testing the hypothesis with individual differences data
Author(s): Gilles E. Gignac; Marcin Zajenkowski · Year: 2020
Publication / host: Elsevier BV
Source language: English
DOI: 10.1016/j.intell.2020.101449
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Article
Jevons revisited: does greater efficiency reduce consumption?
Sorrell examines evidence that greater energy efficiency can nevertheless increase total consumption.
Why read it?
Explores when additional use offsets efficiency gains.
Keep in mind
Additional use does not always cancel the entire saving. Its scale depends on the level of analysis and economic circumstances.
Reference details
Title as recorded: Jevons’ Paradox revisited: The evidence for backfire from improved energy efficiency
Author(s): Steve Sorrell · Year: 2009
Publication / host: Elsevier BV
Source language: English
DOI: 10.1016/j.enpol.2008.12.003
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Reference workStarting point
Recognising fallacies without labelling people
An extensive overview of fallacies and the importance of an argument's context.
Why read it?
Provides reference material for careful examination of arguments.
Keep in mind
Assessing an argument requires examining the reasoning, even when you recognise a fallacy's name.
Reference details
Title as recorded: Drogredenen herkennen zonder etikettenplakken
Author(s): Not recorded · Year: Not recorded
Publication / host: iep.utm.edu
Source language: English
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Guidance
Registered Reports: reviewing research before the results
A publication format in which the research question and method are reviewed before the results are known.
Why read it?
Shows how assessment of a research approach can depend less on an attractive outcome.
Keep in mind
This format reduces certain publication incentives. Research errors can still occur.
Reference details
Title as recorded: Registered Reports: de vraag beoordelen vóór de uitkomst
Author(s): Not recorded · Year: Not recorded
Publication / host: www.cos.io
Source language: English
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Article
Do we see the same colours?
Palmer examines the relationship between colour structure and conscious experience in the inverted-spectrum debate.
Why read it?
Explores how much we can know about one another's colour experience.
Keep in mind
The article contributes to a theoretical debate. It does not establish that two people's experiences can be directly compared.
Reference details
Title as recorded: Color, consciousness, and the isomorphism constraint
Author(s): Stephen E. Palmer · Year: 1999
Publication / host: Cambridge University Press (CUP)
Source language: English
DOI: 10.1017/s0140525x99002216
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Article
Why we prefer choices with known probabilities
A review of sixty years of research on decisions with unclear probabilities.
Why read it?
Provides wider background on Ellsberg's paradox and responses to ambiguous probabilities.
Keep in mind
The picture depends on which publications were selected and how they were analysed.
Reference details
Title as recorded: Ambiguity aversion: bibliometric analysis and literature review of the last 60 years
Author(s): Christoph Bühren; Fabian Meier; Marco Pleßner · Year: 2023
Publication / host: Springer Science and Business Media LLC
Source language: English
DOI: 10.1007/s11301-021-00250-9
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