TACCY Bathroom Toilet Brush with Glass Cup and Brass Holder in gold Finish MK05A

2 Step Stool for Kids, Slip Resistant Soft Grip for Safety as Bathroom Potty Stool and Kitchen Step Stool

Quantum Storage Systems QSB104YL 4 Economy Shelf Bins, 17-7 8 x 6-5 8 x 4 , Yellow (Case of 20)

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

JINGB Home Mermaid air Conditioning Knitted Mermaid Tail Sofa, red, 140 60CM (55 23.6 inch)

Fictional Planet Against an Ocean Scene Key Holder Hooks Notice Pin Board Antique golden Frame 19 X 16Inch Artzfolio ojafoi4808-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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Kitchen Barrier Mats Pink Flamingo Carpet Polyester Floor Mat Bathroom Absorbent Non-Slip Mat 170cm (color Pink, Size 50 150cm)

Furniture Legs Adjustable Cabinet feet TV Cabinet feet Coffee Table Legs Sofa feet Furniture feet Support Legs (color 4 pcs, Size 150mm)

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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XLong-Home Shelving Unit Kitchen Shelves, Easy to Clean Rolling Cart Storage Shelves (color Silver, Size 4 Layers)

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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