ai
ai
The Machine Learning Paradox
Mike Loukides explains why predictive algorithms must be imperfect (and error prone) in order to contend with real-world data.
algorithms
“Algorithms Aren’t Racist. Your Skin Is Just Too Dark.”
Joy Buolamwini surfaces bias in facial recognition software—and responds to some screwed-up criticism.
ai
The Future of the UX Designer
Designer Anton Sten ponders the future role of digital designers in a world of more and more Alexas, Siris, and other non-visual interfaces.
algorithms
No Need for Alarm About How Neural Nets Work
Albert Wenger says it doesn’t matter if we can’t understand or audit the logic of the algorithms that run our lives.
bots
The Humans Hiding Behind the Chatbots
Bloomberg peeks in on the tedious worklife of humans pretending to be robots pretending to be humans.
bots
Facebook’s Perfect, Impossible Chatbot
Facebook is prototyping its omniscient bot by powering it with people, the MIT Technology Review reports.
sentient design
Our Machines Now Have Knowledge We’ll Never Understand
In Backchannel, David Weinberger considers the implications of machines constructing their own models for understanding data, quite divorced from our own (more simplistic) models.
sentient design
Algorithm-Driven Design: How AI is Changing Design
Designer Yury Vetrov collected a wide-ranging set of design projects and tools where bots are the designers.
ai
The Dark Secret at the Heart of AI
MIT Technology Review covers the unknowable logic of our most sophisticated algorithms—and the implications of having no idea how they actually work.
algorithms
Google Launches New Effort To Flag Upsetting or Offensive Content in Search
Search Engine Land reports that its 10,000 human reviewers will start flagging offensive content in an effort to train the algorithm what hate speech looks like.
ai
Federated Learning: Collaborative Machine Learning without Centralized Training Data
Google has begun offloading some of its machine learning to mobile devices to keep your private data… private.
ai
Self-Driving Cars Are Coming, but Self-Driving Tractors Are Already Here
Motherboard surveys all the ways farmers are already living in the future. Self-driving tractors have been farming the land for 15 years.
bots
It’s Not Their Pop Idol, but a Bot
A New York Times story about chatbots and the music industry uncovers a few promising signals about bots.