RESEARCH

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New York Times Needle: Visualizing AI Uncertainty and User Anxiety

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@emollick

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09 November 2022 5h46

The New York Times Needle is good. It was even better at illustrating uncertainty in the old days, when it vibrated, though we hated it because uncertainty makes us anxious. https://
sjdm.org/journal/20/200
907b/jdm200907b.pdf
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→ View original post on X — @emollick

Rats Display Human Investment Biases in Capitalism Study

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@emollick

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09 November 2022 1h21

We finally have taught rats capitalism! And, fascinating, they behave a lot like humans in the stock market, displaying human investment biases including doubling down on losses & a tendency to avoid quickly realizing losses while rapidly realizing gains. https://
psycnet.apa.org/record/2021-15
335-002
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→ View original post on X — @deeplearn007

China’s NLP Innovation Challenge: Breaking Rules Beyond Incremental Improvements

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@deeplearn007

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09 November 2022 0h42

They’ve been very active in NLP & Deep Reinforcement Learning too. They’ve been very good on taking existing techniques & improving them. The challenge will be to innovate (ie break the rules) – same challenge Japan had in early 90s + President Xi clamped down on tech innovators.

Simulation Environments with Thermodynamics for RL Research

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09 November 2022 0h27

Question: Can anyone recommend simulation environments for AI research where the second law of thermodynamics applies? It feels like this is needed to avoid collapse of some RL exploration strategies and intrinsic motivation. https://
flip.it/SodkpS

AI protein structure predictions advance cancer research drug discovery

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09 November 2022 0h04

“3D protein structure predictions made by AI could boost cancer research and drug discovery” — let’s hope https://
flip.it/357CH1

Prompt-to-Prompt Brings Image Editing to Text-to-Image Models

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08 November 2022 23h58

Prompt-to-Prompt — “Brings Image Editing Capabilities to Text-to-Image Models” https://
flip.it/VzV4OT

8 November 2022

Formal Informal Languages: Modern Prompt Engineering Approaches

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08 November 2022 23h52

Formal Informal Languages — An interesting take on (current) prompt engineering https://
flip.it/lmLQod

8 November 2022

Inductive Biases Deep Learning Higher Level Cognition Overview

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08 November 2022 23h37

“Inductive biases for deep learning of higher-level cognition” by Anirudh Goyal and Yoshua Bengio has a good overview of many important ideas in deep learning and the study of intelligence. https://
royalsocietypublishing.org/doi/pdf/10.109
8/rspa.2021.0068
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