Tag: guidelines

Practical Tools for Human-Centered Design

Google’s guidebook to human-centered AI design refered to the Design Kit, containing numerous helpful tools to help you design products with user experience in mind.

The design kit website contains many practical methods, tools, case studies and much more resources to help you in the design process.

Human-centered design is a practical, repeatable approach to arriving at innovative solutions. Think of these Methods as a step-by-step guide to unleashing your creativity, putting the people you serve at the center of your design process to come up with new answers to difficult problems.

The design kit methods section provides some seriously handy guidelines to help you design your products with the customer in mind. A step-by-step process guideline is offered, as well as neat worksheets to records the information you collect in the process, and a video explanation of the method.

Example method screenshot from designkit.org/methods/frame-your-design-challenge

Guidelines for Ethical AI

As AI systems become more prevalent in society, we face bigger and tougher societal challenges. Given many of these challenges have not been faced before, practitioners will face scenarios that will require dealing with hard ethical and societal questions.
There has been a large amount of content published which attempts to address these issues through “Principles”, “Ethics Frameworks”, “Checklists” and beyond. However navigating the broad number of resources is not easy.
This repository aims to simplify this by mapping the ecosystem of guidelines, principles, codes of ethics, standards and regulation being put in place around artificial intelligence.
github.com/EthicalML/awesome-artificial-intelligence-guidelines/

🔍 High Level Frameworks & Principles	🔏 Processes & Checklists	🔨 Interactive & Practical Tools
📜 Industry standards initiatives	📚 Online Courses	🤖 Research and Industry Newsletters
⚔ Regulation and Policy

Links to Awesome Artificial Intelligence Guidelines

This overview of ethical guidelines for Artificial Intelligence is by the same author of the repository of Machine Learning production resources shared earlier this year.

10 Guidelines to Better Table Design

Jon Schwabisch recently proposed ten guidelines for better table design.

Next to the academic paper, Jon shared his recommendations in a Twitter thread.

I recently published "Ten Guidelines for Better Tables" in the Journal of Benefit Cost Analysis (@benefitcost) on ways to improve your data tables.

Here's a thread summarizing the 10 guidelines.

Full paper is here: https://t.co/VSGYnfg7iP pic.twitter.com/W6qbsktioL
— Jon Schwabish (@jschwabish) August 3, 2020