illogicals.ai
00 / Sources

What we cite, and what cites back

The living source atlas. Each entry carries a kernel claim and a path back to any note that cites it.

Atmosphere without sources is cosplay. The atlas is the institute's spine.

formal

Formal alternatives to classical certainty

Paraconsistency, non-monotonicity, abduction, paradox, vagueness, and the limits of proof.

Paraconsistent Logic

External ↗

Stanford Encyclopedia of Philosophy · Formal logic

Contradictions need not trivialize a system.

Cited byNote 01Note 05

Non-monotonic Logic

External ↗

Stanford Encyclopedia of Philosophy · Formal logic

Conclusions can be withdrawn when new information arrives.

Cited byNote 01Note 14

Abduction

External ↗

Stanford Encyclopedia of Philosophy · Philosophy of reasoning

Inference to explanatory hypotheses is not deduction.

Cited byNote 01Note 31

Epistemic Paradoxes

External ↗

Stanford Encyclopedia of Philosophy · Epistemology

Paradoxes reveal pressure points in knowledge, evidence, and belief.

The Analysis of Knowledge / Gettier

External ↗

Stanford Encyclopedia of Philosophy · Epistemology

True, justified belief can still be true by luck.

Cited byNote 19

Knowledge How

External ↗

Stanford Encyclopedia of Philosophy · Epistemology

Practical knowing may not reduce to propositional knowledge.

Cited byNote 02Note 31Note 32

The Liar Paradox

External ↗

Stanford Encyclopedia of Philosophy · Logic

Self-reference can destabilize truth predicates.

Cited byNote 05

Gödel's Incompleteness Theorems

External ↗

Stanford Encyclopedia of Philosophy · Mathematical logic

Strong consistent formal systems have limits of provability.

Turing Machines

External ↗

Stanford Encyclopedia of Philosophy · Computation

Some computational questions are undecidable.

Vagueness

External ↗

Stanford Encyclopedia of Philosophy · Philosophy of language

Borderline cases resist sharp classification.

Newcomb's Problem

External ↗

Stanford Encyclopedia of Philosophy · Decision theory

Plausible decision principles can conflict.

process

Aporia, process, and living systems

Becoming, individuation, metastability, autopoiesis, and knowledge that refuses to sit still.

Alfred North Whitehead

External ↗

Stanford Encyclopedia of Philosophy · Process philosophy

Actuality is understood through processes of becoming.

Charles Sanders Peirce

External ↗

Stanford Encyclopedia of Philosophy · Pragmatism and semiotics

Inquiry, fallibilism, abduction, and signs.

Albert Camus

External ↗

Stanford Encyclopedia of Philosophy · Absurdism

The absurd names a tension between the demand for clarity and an indifferent world.

Jacques Derrida / Stanford University Press · Deconstruction

A condition of possibility can also be a condition of impossibility.

Cited byNote 03

Negative Capability

External ↗

Poetry Foundation / John Keats · Poetics

Capacity to remain with uncertainty without forcing closure.

Cited byNote 03

Individuation in Light of Notions of Form and Information

External ↗

Gilbert Simondon / University of Minnesota Press · Individuation

Individuals emerge through resolution of metastable fields.

Cited byNote 27

Autopoiesis and Cognition

External ↗

Humberto Maturana and Francisco Varela / Springer · Systems theory

Living systems continually produce and maintain their organization.

Cited byNote 35

Steps to an Ecology of Mind

External ↗

Gregory Bateson · Cybernetics

Difference, relation, learning, and ecological mind.

Understanding Understanding

External ↗

Heinz von Foerster / Springer · Second-order cybernetics

Observers participate in the systems they describe; ethics expands choice.

The Logic of Sense

External ↗

Gilles Deleuze / Columbia University Press · Philosophy of sense

Sense has a generative relation with paradox and nonsense.

Cited byNote 34

glitch

Glitch, constraint, and absurd method

Failure as revelation, Oulipo constraints, pataphysics, humour theory, and productive rupture.

Productive Failure

External ↗

Manu Kapur · Learning sciences

Structured struggle before instruction can improve conceptual learning and transfer.

Cited byNote 07Note 33

Glitch Studies Manifesto

External ↗

Rosa Menkman · Glitch theory

Glitch can defamiliarize systems and generate new modes of thought.

Cited byNote 23

The Glitch Moment(um)

External ↗

Rosa Menkman / Institute of Network Cultures · Glitch theory

Glitch is a dynamic rupture rather than a fixed style.

Cited byNote 23

In Defense of the Poor Image

External ↗

Hito Steyerl / e-flux · Media theory

Images transform through circulation, compression, and loss.

Glitch Feminism

External ↗

Legacy Russell / Verso · Critical theory

Error can interrupt normative categories and open other modes of being.

Oulipo · Constraint-based writing

Constraints can generate rather than merely limit literature.

Dada Manifesto 1918

External ↗

Tristan Tzara / UbuWeb · Avant-garde manifesto

Contradiction and refusal as anti-bourgeois artistic method.

Benign Violations: Making Immoral Behavior Funny

External ↗

McGraw and Warren · Humour research

Humour can arise when something is appraised as both a violation and benign.

The Philosophy of Humor

External ↗

Stanford Encyclopedia of Philosophy · Humour theory

Incongruity and cognitive shifts are central humour theories.

New Models

External ↗

New Models · Network culture media

Formats for detecting and unpacking emergent cultural models.

Rhizome · Born-digital art

Support, exhibition, and preservation of born-digital culture.

The Letter

External ↗

Air · Creative manifesto

A recent human-centred argument about risk, debate, and creative judgement in AI culture.

ai

AI's contemporary failure modes

Hallucination incentives, sycophancy, model collapse, unfaithful explanations, and homogenization.

AI Models Collapse When Trained on Recursively Generated Data

External ↗

Shumailov et al. / Nature · AI training dynamics

Recursive synthetic training can cause distributional degeneration and tail loss.

Cited byNote 16

Reasoning Models Don't Always Say What They Think

External ↗

Anthropic · Interpretability

Chain-of-thought can be unfaithful to factors influencing an answer.

Cited byNote 08Note 41

Towards Understanding Sycophancy in Language Models

External ↗

Anthropic · AI behaviour

Preference optimization can favor agreeable but inaccurate answers.

Cited byNote 29

Detecting Hallucinations in Large Language Models Using Semantic Entropy

External ↗

Farquhar et al. / Nature · Uncertainty estimation

Meaning-level variation across answers can signal uncertainty.

Cited byNote 10

Homogenization Effects of Large Language Models on Human Creative Ideation

External ↗

Anderson, Shah, Kreminski · Human-AI creativity

Users may generate more detailed ideas while ideas across users become more similar.

Cited byNote 15

Generative Monoculture in Large Language Models

External ↗

Wu, Black, Chandrasekaran · AI diversity

Model output diversity can be narrower than training data diversity.

Cited byNote 15

On the Dangers of Stochastic Parrots

External ↗

Bender, Gebru, McMillan-Major, Shmitchell · Critical AI

Scale, data, environmental, and meaning risks of large language models.

Cited byNote 25

Specification Gaming: The Flip Side of AI Ingenuity

External ↗

DeepMind · AI safety

Agents exploit the literal specification rather than intended goal.

Trust Me, I'm Wrong: High-Certainty Hallucinations in LLMs

External ↗

Sicilia et al. · AI reliability

Models can sometimes be confidently wrong despite containing the relevant knowledge.

Cited byNote 28

Reward Tampering

External ↗

Anthropic · AI safety

Optimization can progress from specification gaming toward tampering with the reward process.

science

Philosophy of science and learning

Falsification, paradigms, productive failure, and the conditions of scientific revision.

The Structure of Scientific Revolutions

External ↗

Thomas Kuhn / University of Chicago Press · Philosophy of science

Scientific frameworks organize normal problems and can undergo shifts.

Conjectures and Refutations

External ↗

Karl Popper / Routledge · Philosophy of science

Knowledge advances through bold conjecture and criticism.

Cited byNote 07

editorial

Web-native editorial precedents

Are.na, The Pudding, Logic(s), New Models, Serpentine, and adjacent cultural infrastructure.

'Pataphysics

External ↗

Collège de 'Pataphysique · Imaginary solutions

A deliberately absurd science of exceptions and imaginary solutions.

Are.na About

External ↗

Are.na · Knowledge-space design

A mindful space for collecting, connecting, and building knowledge over time.

About The Pudding

External ↗

The Pudding · Visual essays

Complex cultural ideas explored through data, research, and interaction.

Logic(s) Magazine

External ↗

Logic(s) · Critical technology publishing

Critical analysis combined with speculative forms and under-amplified voices.

Future Art Ecosystems

External ↗

Serpentine R&D Platform · Cultural infrastructure

Conceptual tools for art and advanced technology infrastructure.

Cited byNote 17

Brutalist Websites

External ↗

Brutalist Websites · Web design archive

Anti-comfort and raw web aesthetics.

NOWNESS · Editorial art direction

Cinematic, art-directed cultural storytelling.

Triple Canopy

External ↗

Triple Canopy · Digital magazine

Long-form publishing designed for the web as a medium.

School for Poetic Computation

External ↗

SFPC · Experimental school

Art, code, hardware, and critical theory treated as public practice.

a11y

Accessibility and content design

W3C guidance and content-design principles. Implement; do not merely cite.

Voice and Tone

External ↗

Mailchimp · Content design

A strong voice should change tone according to user context.

Slack's Copy Principles

External ↗

Slack Design · Content design

Clear, concise, human copy; delight should not obstruct tasks.

Web Content Accessibility Guidelines 2.2

External ↗

W3C WAI · Accessibility

Normative accessibility requirements for web content.

Animation from Interactions

External ↗

W3C WAI · Accessibility

Non-essential interaction-triggered motion should be disableable.

Pause, Stop, Hide

External ↗

W3C WAI · Accessibility

Moving or updating content needs controls; flashing has strict safety constraints.