One of The Count of Monte Cristo‘s deepest ideas is that morality often follows status. The sailor, the smuggler, the judge, the banker, and the count all pursue survival, wealth, or power. Society calls some paths “professions” and others “crimes.”
A super long overdue (3+ years?) post on scaling laws.
Compute is expensive. Scaling laws are a way to help us reason about the optimal compute allocation between data and model size before committing to a large run.
The post covers what scaling laws predict, how compute-optimal allocation works, why Kaplan et al. and Chinchilla disagree, and how data limits + fitting details make extrapolation tricky.
https://t.co/HP26eJvjHB
i feel like i can pretty much maintain a 5x in productivity throughout the day by being really good at code and plan review, but i have to know > 80% of what's going on for any particular coding task. so yeah, don't outsource your thinking, outsource your doing.
The progressive rise of open (source/access) AI models back from the ashes in 2023
This will be remembered as one of the most remarkable change in the AI field of our year
Decision-making: 1) Identify core problem with probing questions. 2) Assess the decision's depth of impact. 3) Evaluate consequences & relationship with other decisions. 4) Consider timing & windows of opportunity. Continuously refine based on feedback.
This is wild:
DraGAN: Interactive point-based manipulation of images using AI.
This gives you controllability of the pose, shape, expression, and layout of the objects in your images.
"If you know what you want to do and you do it, that's the work of a craftsman. If you begin with a question and use it to guide an adventure of discovery, that's the work of the artist" The Creative Act. Rick Rubin.
Many people mistakenly think that large language models that generate one word at a time is the end game.
Connecting LLMs with tools, e.g.: search engines, python interpreters, etc., is super exciting, and leverages tools' power, robustness & more!
"Instead of worrying about goals or resolutions, focus on learning and building a new skill."
New Years Skills, Not Resolutions, by @Cernovich https://t.co/b3SEe6CFxy
AI is changing every industry—from healthcare to automobiles to even space.
Here are the 10 most fascinating AI startups to give you a peek into the future: