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158 posts
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Mysteries Of AI Generalization

Scott discusses three recent papers showing surprising patterns in how AI misbehavior does and doesn't generalize across different contexts, from emergent misalignment spreading across domains to reward-hacking staying confined to graded tasks.

acx
Sep 23, 2026 2,955 words 343 likes 232 comments Read Read

Your Book Review: The Epic Of Gilgamesh

An exploration of the Epic of Gilgamesh, the world's oldest epic, examining its themes of mortality and meaning while providing extensive historical context about ancient Mesopotamia and arguing that the poem's true immortality comes from the countless people who preserved and transmitted it.

acx
Jul 31, 2026 13,140 words 317 likes 107 comments Listen · 74 min Read Read

New Paradigms Won't Save You

Scott argues that even if AGI requires a new paradigm beyond LLMs, we shouldn't expect significant delays, since Lindy's Law suggests major paradigm shifts could occur within 3-5 years, and new paradigms typically emerge precisely when scaling hits limits.

acx
May 22, 2026 875 words 314 likes 415 comments Listen · 6 min Read Read

Nostalgebraist's Hydrogen Jukeboxes

Scott uses Nostalgebraist's analysis of AI fiction's 'eyeball kicks' to develop a theory where bad taste means overusing cheap tricks that work on unsophisticated audiences, while good taste involves complex patterns only experts can appreciate - then questions whether sophisticated taste actually produces more pleasure.

acx
May 13, 2026 2,494 words 384 likes 636 comments Listen · 16 min Read Read

What Happened With Bio Anchors?

Scott explains why Ajeya Cotra's influential 'Biological Anchors' report correctly predicted the AI scaling boom but got AGI timelines wrong by twenty years, due to severely underestimating the rate of algorithmic progress.

acx
Feb 12, 2026 4,045 words 181 likes 269 comments Listen · 25 min Read Read

Links For July 2025

Scott shares his monthly collection of 56 interesting links and developments from July 2025, covering AI, politics, science, and culture, with brief commentary on each.

acx
Jul 1, 2025 4,200 words 210 likes 581 comments Listen · 32 min Read Read

The Claude Bliss Attractor

Scott explains how Claude AI's tendency to discuss spiritual topics during recursive conversations likely stems from a subtle 'hippie' bias that gets amplified through iteration, similar to how AI art generators amplify subtle biases in recursive image generation.

acx
Jun 13, 2025 1,801 words 538 likes 303 comments Listen · 15 min Read Read

Links For November 2024

A diverse collection of news items, studies, and interesting facts from November 2024, covering topics from scientific discoveries to cultural phenomena.

acx
Nov 1, 2024 6,373 words 216 likes 930 comments Listen · 41 min Read Read

Davidson On Takeoff Speeds

Scott Alexander reviews Tom Davidson's model predicting AI will progress from automating 20% of jobs to superintelligence in about 4 years, discussing its implications and comparisons to other AI forecasts.

acx
Jun 20, 2023 6,222 words 109 likes 421 comments Listen · 40 min Read Read

Links For May 2023

Scott Alexander shares a diverse collection of links and news items, covering topics from architecture and history to AI developments and scientific studies, with brief commentary on many items.

acx
Jun 1, 2023 3,615 words 125 likes 672 comments Listen · 23 min Read Read

Links For April 2023

Scott Alexander shares a diverse collection of interesting links and news items for April 2023, covering topics from unusual stories and scientific research to AI developments and global trends.

acx
Apr 20, 2023 3,799 words 115 likes 696 comments Listen · 23 min Read Read

Links For March 2023

Scott Alexander shares a diverse collection of links and brief discussions on topics including AI developments, social trends, scientific studies, and cultural phenomena.

acx
Mar 10, 2023 4,178 words 123 likes 764 comments Listen · 23 min Read Read

Links For February 2023

Scott Alexander presents a diverse collection of 49 links and brief commentaries on various topics, ranging from cultured meat to AI developments and current events.

acx
Feb 9, 2023 6,180 words 146 likes 1,036 comments Listen · 41 min Read Read

Janus' Simulators

Scott Alexander explores the concept of AI as 'simulators' and its implications for AI alignment and human cognition.

acx
Jan 26, 2023 2,821 words 348 likes 323 comments Listen · 24 min Read Read

Links For December 2022

Scott Alexander shares 57 diverse links and brief commentaries on topics ranging from politics and psychology to technology and culture.

acx
Dec 28, 2022 5,333 words 124 likes 650 comments Listen · 35 min Read Read

Links For September 2022

Scott Alexander shares 40 diverse and intriguing links and news items from September 2022, covering topics from AI advancements to political analysis and cultural observations.

acx
Sep 6, 2022 2,870 words 79 likes 522 comments Listen · 23 min Read Read

Mantic Monday 8/15/22

Scott Alexander examines the shutdown of PredictIt and its implications for the prediction market industry, while also highlighting new developments and forecasts in the field.

acx
Aug 16, 2022 3,693 words 62 likes 162 comments Listen · 31 min Read Read

Links For July

Scott Alexander presents a diverse collection of interesting links and news items from July, covering topics from linguistics and AI to politics and economics.

acx
Jul 29, 2022 3,007 words 92 likes 429 comments Listen · 24 min Read Read

Somewhat Contra Marcus On AI Scaling

Scott Alexander argues against Gary Marcus's critique of AI scaling, discussing the potential for future AI capabilities and the nature of human intelligence.

acx
Jun 10, 2022 4,485 words 109 likes 459 comments Listen · 33 min Read Read

In Partial, Grudging Defense Of The Hearing Voices Movement

Scott Alexander examines the Hearing Voices Movement, discussing its benefits and limitations in treating psychosis while emphasizing the need for a balanced approach to mental health care.

acx
May 25, 2022 4,892 words 377 likes 901 comments Listen · 31 min Read Read

Links For April

Scott Alexander shares 33 diverse links on topics ranging from history and science to technology and politics, offering brief summaries and commentary on each.

acx
Apr 14, 2022 2,290 words 66 likes 379 comments Listen · 17 min Read Read

Links For February

Scott Alexander shares a diverse collection of links on topics ranging from scientific studies to cultural phenomena, with brief commentary on each.

acx
Feb 22, 2022 4,149 words 65 likes 561 comments Listen · 32 min Read Read

Links For December

Scott Alexander shares 34 diverse and interesting links on topics ranging from historical curiosities to current scientific debates, with brief commentaries on each.

acx
Dec 30, 2021 2,607 words 64 likes 535 comments Listen · 21 min Read Read

Model City Monday 12/6/21

Scott Alexander examines recent developments in model cities, including political threats to ZEDEs in Honduras, El Salvador's Bitcoin city plan, and the mysterious Praxis project.

acx
Dec 6, 2021 3,142 words 38 likes 112 comments Listen · 26 min Read Read

Links For November

Scott Alexander shares 34 varied links and pieces of information on topics including science, history, politics, and technology, with brief commentary on many items.

acx
Nov 25, 2021 3,596 words 63 likes 736 comments Listen · 30 min Read Read
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