Alignment Newsletter Podcast
by Rohin Shah et al.
The Alignment Newsletter is a weekly publication with recent content relevant to AI alignment.This podcast is an audio version, recorded by Robert Miles (http://robertskmiles.com)More information about the newsletter at: https://rohinshah.com/alignment-newsletter/
Episodes
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Alignment Newsletter #173: Recent language model results from DeepMind
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg HIGHLIGHTS Scaling Language Models: Methods, Analysis & Insights from Training…
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Alignment Newsletter #172: Sorry for the long hiatus!
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg Sorry for the long hiatus! I was really busy over the past few months and just…
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Alignment Newsletter #171: Disagreements between alignment "optimists" and "pessimists"
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg HIGHLIGHTS Alignment difficulty (Richard Ngo and Eliezer Yudkowsky) (summarized by...
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Alignment Newsletter #170: Analyzing the argument for risk from power-seeking AI
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg HIGHLIGHTS Draft report on existential risk from power-seeking AI (Joe Carlsmith)...
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Alignment Newsletter #169: Collaborating with humans without human data
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg HIGHLIGHTS Collaborating with Humans without Human Data (DJ Strouse et al)…
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Alignment Newsletter #168: Four technical topics for which Open Phil is soliciting grant proposals
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg HIGHLIGHTS Request for proposals for projects in AI alignment that work with deep...
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Alignment Newsletter #167: Concrete ML safety problems and their relevance to x-risk
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg HIGHLIGHTS Unsolved Problems in ML Safety (Dan Hendrycks, Nicholas Carlini, John...
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Alignment Newsletter #166: Is it crazy to claim we're in the most important century?
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg HIGHLIGHTS The "most important century" series (Holden Karnofsky) (summarized by...
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Alignment Newsletter #165: When large models are more likely to lie
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg HIGHLIGHTS TruthfulQA: Measuring How Models Mimic Human Falsehoods (Stephanie Lin et...
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Alignment Newsletter #164: How well can language models write code?
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg HIGHLIGHTS Program Synthesis with Large Language Models (Jacob Austin, Augustus…
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Alignment Newsletter #163: Using finite factored sets for causal and temporal inference
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg This newsletter is a combined summary + opinion for the Finite Factored Sets…
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Alignment Newsletter #162: Foundation models: a paradigm shift within AI
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #161: Creating generalizable reward functions for multiple tasks by learning a model of functional similarity
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #160: Building AIs that learn and think like people
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #159: Building agents that know how to experiment, by training on procedurally generated games
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #158: Should we be optimistic about generalization?
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #157: Measuring misalignment in the technology underlying Copilot
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #156: The scaling hypothesis: a plan for building AGI
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #155: A Minecraft benchmark for algorithms that learn without reward functions
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #154: What economic growth theory has to say about transformative AI
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #153: Experiments that demonstrate failures of objective robustness
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #152: How we've overestimated few-shot learning capabilities
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #151: How sparsity in the final layer makes a neural net debuggable
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #150: The subtypes of Cooperative AI research
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #149: The newsletter's editorial policy
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #148: Analyzing generalization across more axes than just accuracy or loss
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #147: An overview of the interpretability landscape
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #146: Plausible stories of how we might fail to avert an existential catastrophe
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #145: Our three year anniversary!
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #144: How language models can also be finetuned for non-language tasks
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #143: How to make embedded agents that reason probabilistically about their environments
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #142: The quest to understand a network well enough to reimplement it by hand
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #141: The case for practicing alignment work on GPT-3 and other large models
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #140: Theoretical models that predict scaling laws
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #139: How the simplicity of reality explains the success of neural nets
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #138: Why AI governance should find problems rather than just solving them
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #137: Quantifying the benefits of pretraining on downstream task performance
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #136: How well will GPT-N perform on downstream tasks?
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #135: Five properties of goal-directed systems
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #134: Underspecification as a cause of fragility to distribution shift
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #133: Building machines that can cooperate (with humans, institutions, or other machines)
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #132: Complex and subtly incorrect arguments as an obstacle to debate
Recorded by Robert Miles: http://robertskmiles.com More information about the newsletter here: https://rohinshah.com/alignment-newsletter/ YouTube Channel: https://www.youtube.com/channel/UCfGGFXwKpr-TJ5HfxEFaFCg
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Alignment Newsletter #131: Formalizing the argument of ignored attributes in a utility function
Recorded by Robert Miles More information about the newsletter here
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Alignment Newsletter #130: A new AI x-risk podcast, and reviews of the field
Recorded by Robert Miles More information about the newsletter here
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Alignment Newsletter #129: Explaining double descent by measuring bias and variance
Recorded by Robert Miles More information about the newsletter here
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Alignment Newsletter #128: Prioritizing research on AI existential safety based on its application to governance demands
Recorded by Robert Miles More information about the newsletter here
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Alignment Newsletter #127: Rethinking agency: Cartesian frames as a formalization of ways to carve up the world into an agent and its environment
Recorded by Robert Miles More information about the newsletter here
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Alignment Newsletter #126: Avoiding wireheading by decoupling action feedback from action effects
Recorded by Robert Miles More information about the newsletter here
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Alignment Newsletter #125: Neural network scaling laws across multiple modalities
Recorded by Robert Miles More information about the newsletter here
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Alignment Newsletter #124: Provably safe exploration through shielding
Recorded by Robert Miles More information about the newsletter here
About this show
The Alignment Newsletter is a weekly publication with recent content relevant to AI alignment.This podcast is an audio version, recorded by Robert Miles (http://robertskmiles.com)More information about the newsletter at: https://rohinshah.com/alignment-newsletter/
Hosted by
Rohin Shah et al.
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