Format Online paper / PDF "Insurance pricing turns uncertain losses into priced risk by estimating event probabilities and grouping similar risks." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Uncertainty Gives Rewards Source title Risk Classification Statement of Principles Source authors American Academy of Actuaries Source year 1980 Confidence high Importance mid
Format Book / Offline paper "Knight argued that true uncertainty, rather than measurable risk, forms the basis of pure profit." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Uncertainty Gives Rewards Source title Risk, Uncertainty, and Profit Source authors Frank H. Knight Source year 1921 Confidence high Importance high
Format Book / Offline paper "Frank Knight distinguished measurable risk from non-quantitative or unmeasurable uncertainty." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Uncertainty Gives Rewards Source title Risk, Uncertainty, and Profit Source authors Frank H. Knight Source year 1921 Confidence high Importance high
Format Online paper / PDF "Uncertainty is closely linked to cognitive-control processes and can signal a need for control." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Uncertainty Gives Rewards Source title Uncertainty and cognitive control Source authors Faisal Mushtaq; Amy R. Bland; Alexandre Schaefer Source year 2011 Confidence high Importance mid
Format Web Page "In 2023, Krešimir Končić publicly described unbounded and unforeseeable exceptions as the “dark matter of the environment.”" View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Cumulatively Amputated Source title Modrić, papige i printeri znaju da nas roboti neće zamijeniti Source authors Krešimir Končić Source year 2023 Confidence high Importance high
Format Online paper / PDF "Relative probabilities assigned to incorrect classes can reveal how a trained model generalizes beyond the correct label." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Cumulatively Amputated Source title Distilling the Knowledge in a Neural Network Source authors Geoffrey Hinton, Oriol Vinyals, Jeff Dean Source year 2015 Confidence high Importance high
Format Web Page "Geoffrey Hinton used the term “dark knowledge” in 2014 for information carried in the relative probabilities of extremely improbable wrong answers." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Cumulatively Amputated Source title Dark Knowledge Source authors Geoffrey Hinton Source year 2014 Confidence high Importance high
Format Web Page "Dark data is information organizations accumulate but often never use for analytics or decision-making." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Cumulatively Amputated Source title What Is Dark Data? Source authors IBM Source year 2026 Confidence high Importance mid
Format Online paper / PDF "Minimum Description Length methods use compression to compare models and identify compact high-quality pattern sets." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Cumulatively Amputated Source title The minimum description length principle for pattern mining: a survey Source authors Esther Galbrun Source year 2022 Confidence high Importance high
Format Online paper / PDF "New scientific methods and instruments can extend our ability to observe, measure, and analyze, enabling discoveries that prior tools could not." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Cumulatively Amputated Source title Discovery tools: How powerful new scientific methods and instruments emerge and catalyze innovation Source authors Alexander Krauss Source year 2026 Confidence high Importance mid
