Format Online paper / PDF "CICERO achieved human-level performance in Diplomacy by combining a language model with planning and reinforcement learning while negotiating with human players." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Move 78 Source title Human-level play in the game of Diplomacy by combining language models with strategic reasoning Source authors Meta Fundamental AI Research Diplomacy Team (FAIR); Anton Bakhtin; Noam Brown; Emily Dinan; et al. Source year 2022 Confidence high Importance mid
Format Web Page "Alan Perlis argued that in man-machine symbiosis it is the human who must adjust because the machine cannot." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Move 78 Source title Epigrams in Programming Source authors Alan J. Perlis Source year 1982 Confidence high Importance mid
Format Online paper / PDF "Rosen argued that a living organism is not a machine and cannot have a computer-simulable model." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Move 78 Source title Closure to efficient causation, computability and artificial life Source authors María Luz Cárdenas; Juan-Carlos Letelier; Claudio Gutierrez; Athel Cornish-Bowden; Jorge Soto-Andrade Source year 2010 Confidence high Importance high
Format Online paper / PDF "Rosen’s model of living organisms requires closure to efficient causation, with the catalysts needed for the system’s operation generated internally." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Move 78 Source title Closure to efficient causation, computability and artificial life Source authors María Luz Cárdenas; Juan-Carlos Letelier; Claudio Gutierrez; Athel Cornish-Bowden; Jorge Soto-Andrade Source year 2010 Confidence high Importance high
Format Book / Offline paper "Robert Rosen argued against the mechanistic and reductionist treatment of living organisms and developed a relational account of biological organization." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Move 78 Source title Life Itself - A Comprehensive Inquiry Into the Nature, Origin, and Fabrication of Life Source authors Robert Rosen Source year 1991 Confidence high Importance high
Format Podcast / Spotify embed "Aidan Gomez argued that some uncertainty is irreducible and that making a model larger cannot reveal genuinely random or unobservable information." Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Uncertainty Gives Rewards Source title Model Plateaus and Enterprise AI Adoption with Cohere's Aidan Gomez Source authors Sarah Guo; Aidan Gomez Source year 2024 Confidence high Importance high
Format Online paper / PDF "Epistemic uncertainty can in principle be reduced with additional information, whereas aleatoric uncertainty due to inherent randomness is irreducible." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Uncertainty Gives Rewards Source title Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods Source authors Eyke Hüllermeier; Willem Waegeman Source year 2021 Confidence high Importance high
Format Web Page "IBM’s Deep Blue defeated Garry Kasparov in a six-game match in May 1997, becoming the first computer system to defeat a reigning world chess champion under standard tournament controls." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Uncertainty Gives Rewards Source title Deep Blue Source authors IBM Source year 2026 Confidence high Importance low
Format Online paper / PDF "Moravec’s paradox describes how computers can perform some formal reasoning tasks well while struggling with perception and sensorimotor abilities that humans find easy." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Uncertainty Gives Rewards Source title Human- versus Artificial Intelligence Source authors J. E. (Hans) Korteling; G. C. van de Boer-Visschedijk; R. A. M. Blankendaal; R. C. Boonekamp; A. R. Eikelboom Source year 2021 Confidence high Importance mid
Format Online paper / PDF "Modern bridge design uses reliability-based models that quantitatively incorporate uncertainty in loads and structural resistance and calibrate toward target safety levels." View Source Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Uncertainty Gives Rewards Source title Bridge System Reliability and Reliability-Based Redundancy Factors Source authors Dan M. Frangopol; Benjin Zhu; Samantha Sabatino; Brian Kozy Source year 2019 Confidence high Importance mid
