Wrought Iron Wood Bar Stool Home Bar Chair High Stool Modern Minimalist Bar Stool Bar Stool High Chair (color A, Size H-75CM)

LRW Modern Creative Chairs Club Hotel Chair Leisure Chair Plastic Chair Coffee Chair

Pink gold Continental in zinc Alloy Painted White with soap of Drilling Fort Toilet Paper Towels Hair-Bath Bar Accessory Kit,Double Pole

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

Folding Step Stool, Natural Bamboo Folding Stool, Bench Portable Folding Stool for Picnic Bathroom Garden Fishing Indoor Outdoor Use, 29x25x30 cm

YANZHEN Wire Shelving Kitchen Supplies Storage Spice Rack Pot Holder Durable Stainless Steel, Can Bear 50KG, 12 Size (color Silver, Size 30x45x33cm) Kitchen Shelf rnjrhy6498-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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CTO Coat Rack, Solid Wood Hanger, Living Room Bedroom Large Hanger

Oil Rubbed Bronze Invisia 2-in-1 Corner Shelf with Integrated Grab Bar Brushed Stainless

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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Dream On Me Zodiak Portable Playard, Grey

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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