Tot Tutors Kids' Table and 4 Chair Set, White Pastel

Stool Wood Stool, Oak Dining Stool, Stackable Home Wooden Stool, Table Stool, 4 colors Stool (color Mahogany color)

Mai Lazy Sofa, Foldable Single Cushion, Bed with Small Sofa Chair, Floating Window Chair, Backrest Chair

5bn people have a mobile phone now, and 4bn have a smartphone. Time to stop making charts.

Tatami Mattress,Tri-fold Mattress pad Ultra Soft Folding 1.8 1.5m Bed Lamb Cashmere Tatami Mattress,Thicken Warm Mattress futon-A 120x200cm(47x79inch)

Bathroom Shelves Bathroom Rack Tempered Glass Shelf Wall, 40CM) (Size otmibz919-Furniture

Notes on AI Bias

Machine learning is the new centre of tech, and like all big new things there are issues. ‘AI bias’ is much-discussed right now: machine learning finds patterns but sometimes it finds the wrong one, and it can be hard to tell. This is a real concern, but it’s also manageable as long as we pay proper attention to it, and will probably look much like similar issues in previous waves of automation.

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Nightstand Wood-Based Panel with Shelf and Pulley Storage, Bedroom Locker Bedside Storage Box Bedside Table (color Black)

Bookshelf Simple Table Storage Rack Student Bookcase Office Rack Desktop Storage Rack (color White, Size 60x20x34cm)

Internet platforms are mechanical Turks - they can only understand things by finding a way to leverage vast numbers of humans. They’re distributed computers where all of us are the CPUs. How does that affect how we think about abuse, and how might machine learning change this? 

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YNN Trapezoid Shelf Multi-Layer Rack Shelf Floor-Mounted Solid Wood Shelf Bedroom Storage Living Room Bathroom Kitchen Floor Storage Rack (Size 35 30 70cm)

Smart home, machine learning and discovery

Smart home today looks a lot like the world of kitchen gadgets a few generations ago - and so does machine learning. We have a bunch of cheap commodity components (DC motors! Cameras! Wifi chips! Voice recognition!) and we’re trying to work out how to bolt them together into things that makes sense. There are lots of experiments - some things will be the toasters or benders of the future, and some will be the electric can-opener.

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