ChatGPT may have pushed artificial intelligence into the mainstream. Its ability to hold long dialogues, answer questions, and compose almost any kind of written material attracted more than a million users within five days of its release. This article talks about ChatGPT's impact on society, OpenAI, Microsoft, the history of ChatGPT, and how it was built. It covers OpenAI's successes, failures, projects, criticisms, and controversies.
Transformer Reinforcement Learning is a library that allows for the training of transformer language models using Proximal Policy Optimization. It is built on top of the transformers library by Hugging Face and pre-trained language models can be easily loaded. Most decoder and encoder-decoder architectures are supported.
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Osmo is a startup that aims to create the next generation of aroma molecules for perfumes, shampoos, lotions, candles, and other everyday products. The fragrance industry relies on raw ingredients that are becoming increasingly difficult to source. Osmo uses AI to find and design flavor and fragrance molecules that are potent, allergen-free, and biodegradable. Its long-term aim is to create computers with a sense of smell.
Slidev allows developers to create presentation slides within a single Markdown file. It features themes, code blocks, and interactive components. Slidev can make presentations with web app features as it is powered by web technologies.
iPyflow is a next-generation Python kernel for Jupyter and other notebook interfaces that tracks dataflow relationships between symbols and cells during a given interactive session. It features execution suggestions, syntax extensions, the ability to execute a cell and its dependencies reactively, and integration with ipywidgets. iPyflow exposes an API for interacting with the underlying execution state at a deep level.
This article contains an answer from ChatGPT discussing where good ideas come from based on a GPT designed to answer questions like Paul Graham. The prompt says that good ideas can be found by looking for anomalies, or what seems strange, missing, or broken. Exploring these gaps in knowledge can lead to new ideas.
Nix is a tool that builds packages in isolation from each other to ensure that they are reproducible and don't have undeclared dependencies. It makes it so packages work consistently across machines. Zero to Nix is an introduction to Nix that covers how to use Nix to create declarative and reproducible development environments and package builds.
JinjaX features components to replace Jinja template code. It makes code easy to understand and test. JinjaX can wrap content such as HTML in a natural way. Developers can choose to replace all templates with components or just select sections.