Next we apply "Let's think step by step," the method developed by Kojima et al. for improving accuracy on deductive reasoning problems. This encourages the model to lay out its reasoning, making it more likely to be right: https://
arxiv.org/abs/2205.11916
AI
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AI Reasoning Technique ‘Let’s Think Step by Step’ Discussed with Research Link
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Rodney Brooks Reviews 2018 Predictions on AI and Robotics
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Posted my fifth annual review of my dated predictions from Jan 1, 2018, about self driving cars, AI/ML & Robotics, and human spaceflight. They seemed pessimistic back then, but they are standing the test of time. BONUS five new curmudgeonly predictions. https://
rodneybrooks.com/predictions-sc
orecard-2023-january-01/
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Instruction Template Prompting Method for GPT-3 Code Generation
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A simple demo of my "instruction template" method of prompting GPT-3, generating a Python 3 module using placeholders and notes within a template that contains only a single line of actual Python:
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Implementing a Python Guess Function using GPT-3
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Using GPT-3 to implement a `guess()` function in Python that returns whatever string seems reasonable for the context in which the function was called.
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Genome-Scale Language Model Predicts Coronavirus Variants of Concern
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It is a privilege to collaborate with @arvindr_ at @argonne_lcf on genome-scale language model to predict new variants of concern for coronavirus
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Top New Podcasts of 2022: Data, Business, and Creator Picks
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For the 4th year running (!), here's my picks for best new podcasts of 2022: https://
swyx.io/fave-podcasts-
2022
… Covering: – Data/AI podcasts (
@DataEngPodcast
)
– Business podcasts (
@founderspodcast
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– Creator podcasts (#Ship30For30) -
Learning AI Through Online Modules and Skill Development
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3. Learning – Artificial Intelligence will revolutionize pretty much all spheres of work and living. I planned to deepen my grasp of AI, by doing 5 online modules. I didn’t finish them. I had also identified a few modules on Crypto, but not finishing them was intentional! 🙂
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Startup Investing Strategy: Building Investment Thesis Amid Valuation Volatility
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…doing OK on meditation/exercise/diet(MED).I scored low on S of MEDS
2. Startup investing: Valuations were choppy and forming an investment thesis was tough. As a result I slowed down. Though 2023 is likely to be volatile as well, I plan to have a clearer investment philosophy. -
Complex GPT-3 Prompting Technique for MD5 Hash Determination
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A GPT-3 prompt in instruction-templated Python yielding a valid Python completion that prompts GPT-3 again, using zero-shot chain-of-thought consensus, to determine the final character of the MD5 hash of the final digit of the release year of the album "Visions" by @Grimezsz
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AI Advances in Human-Like Edge Detection with Line Drawing Models
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Human-like edge detection has been a complex problem in Computer Vision for decades, but it is getting much better:
— AI Breakfast (@AiBreakfast) 1 janvier 2023
"Learning to generate line drawings that convey geometry and semantics" – links, demo, and paper below ↓ pic.twitter.com/Vb7r4wADXmHuman-like edge detection has been a complex problem in Computer Vision for decades, but it is getting much better: "Learning to generate line drawings that convey geometry and semantics" – links, demo, and paper below ↓