bluee 5760cm Stool Creative Fashion Sofa Bench Hand-Woven Cotton Line Cushion Stool Multi-Function Household WEIYV (color bluee, Size 48 35cm)

RUGAI-UE Bathroom Rack Storage Free Drilling Tripod Landing Angle Bracket,Four Layer Square Water Cube

Retro Bar Chair Can Raise and Lower The Cushion Bar Creative High Chair European Wooden Chair Simple Modern FENPING (color Black)

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

Round Wall Hanging Mirror ,Metal Framed Decorative Mirror,Ideal for Hallway, Living Room, Bedroom(Diameter 50 60cm,Black)

White Without wheels Flower Stand - Wooden Floor-Standing Multi-Layer Plant Display Stand, Balcony Living Room with Wheel Multi-Function Rack (with Wheels Without Wheels (color White, Size Wheels) Without xfdtyq1506-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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Bar Chair Simple Household redating Lift Armchair High Stool Beauty Chair 2 colors 1 Size (color Black)

Tingting-Wall Mounted Coat Rack Solid Wood Free Jack Adjustable for Living Room Hall Kitchen Bathroom Home (color Wood, Size 8)

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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gold 3845CM GAIXIA Nordic Living Room Wrought Iron Coffee Table Geometric Fashion Angle Creative Size Apartment Table Simple Modern Sofa Edge Folding Table (color White, Size 38 45CM)
★Solid wood material, durable, safe and environmentally friendly, easy to clean, strong load-bearing, with wheels for easy movement.
★Can be placed green plants, potted plants, flowers, small plants, handicrafts, daily necessities, etc.
★Suitable for living rooms, bedrooms, offices, balconies, flower shops, leisure bars, etc.
★Installation is simple, if you have any questions, please contact us, we will provide you with detailed instructions.
★ Since we are international sellers, our delivery date is 7-20 days. If you receive the goods within 30 days, please contact us in time!
HQLCX Handrail Bathroom Safety Old Armrest Toilet Seat Disabled Handrail,38Cm

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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