Format Web Page "Language models have methods for detecting some ungrounded or confabulated answers, but these methods do not provide a universal guarantee of truth." View Source Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Grounding the Map Source title Detecting hallucinations in large language models using semantic entropy Source authors Sebastian Farquhar; Jannik Kossen; Lorenz Kuhn; Yarin Gal Source year 2024 Confidence high Importance high
Format Online paper / PDF "Hallucinations are not merely isolated software bugs because statistical properties of language-model prediction can produce unavoidable errors for certain classes of facts." View Source Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Grounding the Map Source title Calibrated Language Models Must Hallucinate Source authors Adam Tauman Kalai; Santosh S. Vempala Source year 2024 Confidence high Importance high
Format Online paper / PDF "Language models can learn some representations of real-world space and time from text without directly observing or physically interacting with the world." View Source Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Grounding the Map Source title Language Models Represent Space and Time Source authors Wes Gurnee; Max Tegmark Source year 2024 Confidence high Importance high
Format Web Page "Baldur Bjarnason argues that language models are constructed from distributions in human writing, and that their outputs can correspond to reality partly because written observations correlate with the world." View Source Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Grounding the Map Source title Modern software quality, or why I think using language models for programming is a bad idea Source authors Baldur Bjarnason Source year 2023 Confidence high Importance high
Format Online paper / PDF "The apparent alignment between LLM outputs and human knowledge can conceal significant differences in grounding, judgment, causal reasoning and values." View Source Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Grounding the Map Source title Epistemological Fault Lines Between Human and Artificial Intelligence Source authors Walter Quattrociocchi; Valerio Capraro; Matjaž Perc Source year 2025 Confidence high Importance high
Format Online paper / PDF "Some apparent sudden capability jumps in language models are difficult to interpret because evaluation methods can make gradual improvements look discontinuous." View Source Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Grounding the Map Source title Are Emergent Abilities of Large Language Models a Mirage? Source authors Rylan Schaeffer; Brando Miranda; Sanmi Koyejo Source year 2023 Confidence high Importance mid
Format Video / YouTube Embed "Our theory of language models is still underdeveloped in the messy middle between pure noise and perfectly structured data." Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Grounding the Map Source title Terry Tao: "LLMs Are Simpler Than You Think – The Real Mystery Is Why They Work!" Source authors Terence Tao; Brian Keating Source year 2025 Confidence high Importance high
Format Web Page "Coding agents can work effectively with developer-selected tools that are too new or private to be well represented in their training data." View Source Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Squeezing a Balloon Source title Perhaps not Boring Technology after all Source authors Simon Willison Source year 2026 Confidence mid Importance mid
Format Web Page "Claude Code often preferred building custom solutions rather than selecting existing libraries or services." View Source Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Squeezing a Balloon Source title What Claude Code Actually Chooses Source authors Edwin Ong; Alex Vikati Source year 2026 Confidence high Importance mid
Format Web Page "Yarn was selected as the primary package manager in only 1 of 135 Claude Code package-management picks." View Source Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Squeezing a Balloon Source title What Claude Code Actually Chooses Source authors Edwin Ong; Alex Vikati Source year 2026 Confidence high Importance mid
