Desktop Bookshelf, Desk Organiser Bookshelf, Wooden Storage Shelf Books Display Rack Simple Design Easy Assembly for Office-h 58x19x46cm(23x7x18)

Flower Stand-Metal Floor Simple Pot Rack, Living Room Balcony Cafe Plant Display Stand, Multi-Function Rack Storage Rack (color Pink)

Alno A1134-AEM Traditional Knobs, Antique English Matte, 1-1 4

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

LXLA- Shelf Hangers Coat Rack Hook Up Double wood Bamboo Wall-mounted Brown (Available 4,5,6,7,8 Hooks, 48 61 74 87 100 8 1.8 cm) ( Size 6 hooks )
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C+303030cm Comfortable Lounge Chair Footstool Folding shoes Bench Portable Storage Stool Adult Sofa Stool Fashion Storage Box Cotton And Linen Fabric Fiberboard Support,D+30 30 30cm ( color G+303030cm )

Semicircle Doormat Porch with Different Flowers Pots Fresh Green Plants City Life Tuscany Halfmoon H 35.4 xD 53.1 Apricot Green Brown in doormats rnlkyb5168-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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6 8 10 Layer shoesbox shoes Rack Shelf Storage Rack Small shoes Shelf Multifunction Dorm Room Household Doorway Space Saving (Size 85 32 96cm)

XUYRENP Cast Iron Crafts Hooks Coat Hooks Deer Head Wall Double Hook Decorations

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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Baby Sleeps Well Good Bassinet for Bed Portable Baby Newborn Lounger for with Toy Stand and Mosquito net,Super Soft and Breathable,100% Cotton Portable Crib for Bedroom Travel City Family Mini Crib

Apple Plus - brand versus subscription

Apple’s talk about services got specific with a bunch of news subscription services. Most of them are sensible and worthy iteration, but the company still hasn’t explained exactly what it plans with its push into commissioning billions of dollars of premium TV (Spielberg! Oprah!). Maybe all of this is about trust: the old Apple promise was that you don't have to worry if the tech works, and the new promise is you don't have to worry if the tech is scamming you. 

CQOZ Household Backrest Folding Chair Leisure Computer Chair Simple Office Training Chair Staff Chair Conference Chair Dorm Chairs Folding Chair (color Black)
Mini Folding Camping Bench Portable Chair Suitable for Camping Fishing Mountaineering Gardening and Beach Camping Seat + Bag 1

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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