Home Back Chair Modern Minimalist Desk Chair Makeup Stool Dressing net red Chair (color A)

9040CM HAIZHEN table Wall-Mounted Wooden Table Folding Rectangular Kitchen and Dining Table Desk Breakfast Table (Size 70 40cm)

, Plastic Pulley 4 Widened Balcony Bedroom Barbershop Restaurant -I

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

Abstract Semicircular Cushion Floral Pattern with Curved Lines with Greyscale Background Ornamental Design Entry Door Mat H 43.3 xD 64.9 Black White Grey

RXY-mirror Nordic Bathroom Toilet Wrought Iron Bathroom Mirror Modern Bedroom Bathroom Mirror Oval Full-Length Mirror (Size 40x80cm) Simple ojafoi5365-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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Coat Rack Coat Rack Stand,Coat Rack Coat Hat Stand Garment Rack, European Style Floor-Standing Coat Rack, Wood Simple Combination Hanger Living Room Bedroom Study,B,50 50 170cm

Aluminum double layer glass shelf corner with hooks bathroom shelves bathroom corner shelf

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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SHWSM Wooden Snack Table Simple Writing Desk Dormitory Bed Computer Desk Two, Wooden Folding Table Folding Table (Size 80×39×32cm)

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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