Format Book / Offline paper "You can hardly predict the behavior of the whole system just by looking at the individual flows, because complexity naturally emerges from their interactions over time." View Source Location PART 3 - THE THIRD AXIS CHAPTER 13: SPECKLED INTELLIGENCE Chaos Is the Job Source title Emergence From Chaos to Order Source authors John H. Holland Source year 1998 Confidence high Importance high
Format Web Page "John H. Holland was a pioneer who developed genetic algorithms." View Source Location PART 3 - THE THIRD AXIS CHAPTER 13: SPECKLED INTELLIGENCE Chaos Is the Job Source title John Holland (1929-2015) - In Memoriam Source authors University of Michigan Electrical and Computer Engineering Source year 2015 Confidence high Importance mid
Format Book / Offline paper "John H. Holland, the same computer science pioneer who invented genetic algorithms, described complex adaptive systems in which agents interact and adapt according to local information and rules." View Source Location PART 3 - THE THIRD AXIS CHAPTER 13: SPECKLED INTELLIGENCE Chaos Is the Job Source title Emergence From Chaos to Order Source authors John H. Holland Source year 1998 Confidence high Importance high
Format Web Page "As NYU professor Julian Togelius wrote, knowledge work is not a zero-sum game." View Source Location PART 3 - THE THIRD AXIS CHAPTER 13: SPECKLED INTELLIGENCE Chaos Is the Job Source title What is automatable and who is replaceable? Thoughts from my morning commute Source authors Julian Togelius Source year 2025 Confidence high Importance high
Format Online paper / PDF "Complicated environments follow cause-and-effect relationships that can be discovered through analysis and expertise, while complex environments require experimentation and adaptation." View Source Location PART 3 - THE THIRD AXIS CHAPTER 13: SPECKLED INTELLIGENCE Chaos Is the Job Source title A Leader's Framework for Decision Making Source authors David J. Snowden; Mary E. Boone Source year 2007 Confidence high Importance high
Format Online paper / PDF "Training datasets are incomplete operational representations of the underlying world, and their construction shapes what machine-learning systems can learn and evaluate." View Source Location PART 3 - THE THIRD AXIS CHAPTER 13: SPECKLED INTELLIGENCE Can Our Future Look Like the Past? Source title Patterns, Predictions, and Actions: Foundations of Machine Learning Source authors Moritz Hardt; Benjamin Recht Source year 2022 Confidence high Importance high
Format Online paper / PDF "Machine learning works best in relatively stable environments, while dynamic changes and interventions make prediction alone less reliable." View Source Location PART 3 - THE THIRD AXIS CHAPTER 13: SPECKLED INTELLIGENCE Can Our Future Look Like the Past? Source title Patterns, Predictions, and Actions: Foundations of Machine Learning Source authors Moritz Hardt; Benjamin Recht Source year 2022 Confidence high Importance high
Format Book / Offline paper "Moritz Hardt argued that machine-learning models predict the future under the assumption that it resembles the past." View Source Location PART 3 - THE THIRD AXIS CHAPTER 13: SPECKLED INTELLIGENCE Can Our Future Look Like the Past? Source title The Alignment Problem: Machine Learning and Human Values Source authors Brian Christian Source year 2020 Confidence high Importance high
Format Online paper / PDF "ANNs can perform exceptionally well when new data resembles the training distribution, but their performance can deteriorate substantially under distribution shifts." View Source Location PART 3 - THE THIRD AXIS CHAPTER 13: SPECKLED INTELLIGENCE Can Our Future Look Like the Past? Source title WILDS: A Benchmark of in-the-Wild Distribution Shifts Source authors Pang Wei Koh et al. Source year 2021 Confidence high Importance high
Format Web Page "Croatia’s new tolling system will allow registered vehicles with a linked valid payment method to travel through motorway tolling points without stopping." View Source Location PART 3 - THE THIRD AXIS CHAPTER 13: SPECKLED INTELLIGENCE Can Our Future Look Like the Past? Source title Postavljeno više od 50 portala Crolibertas sustava naplate cestarine Source authors Hrvatske autoceste Source year 2026 Confidence high Importance mid
