Works

Works

Books, papers, essays, and other publications we attribute.

31 of 31 entries

A Mathematical Theory of Communication

1948 — entropy, channels, and the limits of reliable transmission

A Philosophical Essay on Probabilities

1814 — incl. Laplace's demon (intellectus perfectus)

Assessing the Impact of Planned Social Change

Campbell (1979) — Campbell's Law on corrupted social indicators

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

2022 — linear step-by-step LLM reasoning (NeurIPS)

Critique of Pure Reason

1781 / 1787 — Kritik der reinen Vernunft (B edition cited)

Crossing the Chasm

Marketing and selling high-tech products to the mainstream

Cybernetics: Or Control and Communication in the Animal and the Machine

Wiener (1948) — founding text of cybernetics

Demystifying Chains, Trees, and Graphs of Thoughts

2024 — survey and taxonomy of LLM reasoning topologies

Diffusion of Innovations

Rogers — how new ideas spread through cultures

Documenting Architecture Decisions

Nygard (2011) — origin of the ADR term and five-part template

Documenting Software Architectures: Views and Beyond

Kruchten, Bachmann & Bass (2011) — architecture documentation including decisions

Empiricism, Semantics, and Ontology

1950 — internal vs external questions

Experience and Prediction

1938 — epistemology of science and probability

Gaining and Sustaining Competitive Advantage

Resource-based theory and the VRIO framework

Graph of Thoughts: Solving Elaborate Problems with Large Language Models

2024 — arbitrary graph of LLM thoughts with merge and refinement (AAAI)

Improving Ratings: Audit in the British University System

Strathern — 'when a measure becomes a target, it ceases to be a good measure'

Improving Reproducibility in Machine Learning Research

2021 — NeurIPS reproducibility program report and checklist

Leakage and the Reproducibility Crisis in ML-based Science

2022 — systematic survey of data leakage and irreproducibility across quantitative fields

Naming and Necessity

1980 — lectures on names, necessity, and identity

On Formally Undecidable Propositions (1931)

Über formal unentscheidbare Sätze — the incompleteness theorems

On Information and Sufficiency (1951)

Kullback & Leibler — divergence D(P||Q) between distributions

Problems of Monetary Management: The UK Experience

Goodhart — original statement of Goodhart's Law (monetary targets)

Reasoning Topology Matters: Network-of-Thought for Complex Reasoning Tasks

2026 — directed-graph reasoning with heuristic expansion (preprint)

Self-Consistency Improves Chain of Thought Reasoning in Language Models

2022/2023 — parallel CoT paths with aggregation (ICLR 2023)

The Innovator's Dilemma

When new technologies cause great firms to fail

The Strategy of Conflict

Game-theoretic account of bargaining, deterrence, and credible commitment

Toward a Knowledge-Based Theory of the Firm

Knowledge as the primary strategic resource

Tree of Thoughts: Deliberate Problem Solving with Large Language Models

2023 — branching search over intermediate thoughts (NeurIPS)

Truth and Other Enigmas

1978 — essays on realism, meaning, and truth

Two Dogmas of Empiricism

1951 — against analytic/synthetic and reductionism

Understanding Eventsourcing

Planning and implementing scalable systems with Event Modeling and event sourcing