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“My experience using financial commitments to overcome akrasia” by William Howard

About a year ago I decided to try using one of those apps where you tie your goals to some kind of financial penalty. The specific one I tried is For…

2 years ago

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“The Incredible Fentanyl-Detecting Machine” by sarahconstantin

An NII machine in Nogales, AZ. (Image source)There's bound to be a lot of discussion of the Biden-Trump presidential debates last night, but I want t…

2 years ago

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“AI catastrophes and rogue deployments” by Buck

Crossposted from the AI Alignment Forum. May contain more technical jargon than usual.[Thanks to Aryan Bhatt, Ansh Radhakrishnan, Adam Kaufman, Vivek…

2 years ago

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“Loving a world you don’t trust” by Joe Carlsmith

(Cross-posted from my website. Audio version here, or search for "Joe Carlsmith Audio" on your podcast app.)

This is the final essay in a series that …

2 years ago

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“LLM Generality is a Timeline Crux” by eggsyntax

Summary Summary .

LLMs may be fundamentally incapable of fully general reasoning, and if so, short timelines are less plausible.

Longer summary

Ther…

2 years ago

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“LLM Generality is a Timeline Crux” by eggsyntax

Crossposted from the AI Alignment Forum. May contain more technical jargon than usual. Short Summary

LLMs may be fundamentally incapable of fully gene…

2 years ago

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“LLM Generality is a Timeline Crux” by eggsyntax

Crossposted from the AI Alignment Forum. May contain more technical jargon than usual. Short Summary

LLMs may be fundamentally incapable of fully gene…

2 years ago

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“Formal verification, heuristic explanations and surprise accounting” by paulfchristiano

ARC's current research focus can be thought of as trying to combine mechanistic interpretability and formal verification. If we had a deep understand…

2 years ago

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“LLM Generality is a Timeline Crux” by eggsyntax

Summary Summary .

LLMs may be fundamentally incapable of fully general reasoning, and if so, short timelines are less plausible.

Longer summary

Ther…

2 years, 1 month ago

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“SAE feature geometry is outside the superposition hypothesis” by jake_mendel

Summary: Superposition-based interpretations of neural network activation spaces are incomplete. The specific locations of feature vectors contain cr…

2 years, 1 month ago

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