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Microsoft Guidelines for Human-AI Interaction (PDF)

These 18 guidelines can help you design AI systems and features that are more human-centered. How to use them in a creative process.

Google PAIR

People+AI research initiative. How might we make it easier for engineers to build and understand machine learning systems? How can AI aid and augment professionals in their jobs? Can design thinking open up new applications for AI?

AI is bringing out the art world’s worst instincts

AI is like photography in the 19th century–struggling to be accepted as its own art form. Aaron Hertzmann discusses tricky situations in art world.

Alibaba LuBan

One-click intelligent design image generation, intelligent layout, size expansion, color expansion, and other design services. Users can generate multiple sets of design solutions that meet the requirements in real time by simply inputting the desired style and size. More about it.

InspiroBot

A generator of cliched inspirational quotes.

Alibaba AI Copywriting Tool

An AI-enabled Chinese language copywriting tool that it says passed the Turing test and can produce 20,000 lines of copy a second.

Generating custom photo-realistic faces using AI

An experimental tool by Shaobo Guan generates realistic photos of people. You can alter gender, age, race, and some facial details. StyleGAN from Nvidia is one of many similar tools. There's even "Hot or Not"!

Perception Engines

An algorithm by Tom White draws abstract illustrations of real world objects. It's trained on photos and the result is close to usable in real products. It's a part of Google Artists and Machine Learning initiative (read its blog).

Microsoft AI Drawing Bot

This bot generates images from caption-like text descriptions. It can be everything from ordinary pastoral scenes, such as grazing livestock, to the absurd, such as a floating double-decker bus.

Ganbreeder

A collaborative generative art tool where users remix each others images. You can trace history of each image.

2023