Outdoor Portable Folding Chair Camping Bench with Backrest Pillow Leisure Ultralight Thickening Picnic Travel Fishing Mountaineering Barbecue Park Adventure Beach Indoor Home 3 colors Optional

Cotton Mats Cotton Doormats Bathroom Mats Water Absorption And Anti-skidding Mat-B 90x60cm(35x24inch)

JIAYING Coat Racks Coat Rack Floor Solid Wood Coat Rack Entrance Hallway Coat Tree Creative Simple Living Room Hanger (2 colors) Multifunction (color A)

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

A-65cm TXXM Barstools Bar Stool Breakfast Stool Counter Stool high Stool Multi-color Multi-Size bar Stool (color B-75cm)

Baby Playpen Fence Baby Play Fence Game Fence Family Fence Baby Predective Fence Baby Fence Baby Without Ball (color Pink, Size 120 35 cm) Playmat Play npunge2741-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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Clothing Shop Racks Display Stand Solid Wood Wall Hanging Wall Clothes Rack (color B, Size 120cm)

Silver 6080cm Mirror Bathroom Mirror Bathroom Frameless Decorative Dressing wash Mirror Wall Mirror Bathroom Mirror

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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bluee 2 Tingting-Wall Mounted Coat Rack Resin Bedroom Living Room Kitchen Hall After The Door Pastoral Little Bird Decoration (color White, Size 3)

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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