Some simulation platforms that caught my eye this year 🧵

RoboThor from @allen_ai

https://t.co/Ch6GvWHHgP
ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation

https://t.co/vEXqGx1ddA

https://t.co/I6UQKTDf41
SAPIEN: A SimulAted Part-based Interactive ENvironment

https://t.co/khJN7xZifp

https://t.co/pc7BeELFsF
TartanAir: A Dataset to Push the Limits of Visual SLAM

https://t.co/18kPS3xSeX

https://t.co/o6YQVWlTji
Interactive Gibson: A Benchmark for Interactive Navigation in Cluttered Environments

https://t.co/iUMCZK1o8c
virtual home (v2)

https://t.co/cvv4G2MN04
AllenAct: A Framework for Embodied AI Research

https://t.co/7d2C2pJR0W

https://t.co/Ch2blo8VC1
robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

https://t.co/pmp5Au2s5A
NeuralSim: Augmenting Differentiable Simulators with Neural Networks

https://t.co/dQhkE9Kx59
SoftGym: Benchmarking Deep Reinforcement Learning for Deformable Object Manipulation

https://t.co/Y0fsAOVUzr
Flightmare: A Flexible Quadrotor Simulator

https://t.co/p1NfyJrPHm
TriFinger: An Open-Source Robot for Learning Dexterity

https://t.co/yw4wmY5zII
Eldersim: A Synthetic Data Generation Platform For Human Action Recognition In Eldercare Applications

https://t.co/TD43xqMZZu

More from Tech

Recently, the @CNIL issued a decision regarding the GDPR compliance of an unknown French adtech company named "Vectaury". It may seem like small fry, but the decision has potential wide-ranging impacts for Google, the IAB framework, and today's adtech. It's thread time! 👇

It's all in French, but if you're up for it you can read:
• Their blog post (lacks the most interesting details):
https://t.co/PHkDcOT1hy
• Their high-level legal decision: https://t.co/hwpiEvjodt
• The full notification: https://t.co/QQB7rfynha

I've read it so you needn't!

Vectaury was collecting geolocation data in order to create profiles (eg. people who often go to this or that type of shop) so as to power ad targeting. They operate through embedded SDKs and ad bidding, making them invisible to users.

The @CNIL notes that profiling based off of geolocation presents particular risks since it reveals people's movements and habits. As risky, the processing requires consent — this will be the heart of their assessment.

Interesting point: they justify the decision in part because of how many people COULD be targeted in this way (rather than how many have — though they note that too). Because it's on a phone, and many have phones, it is considered large-scale processing no matter what.
Thought I'd put a thread together of some resources & people I consider really valuable & insightful for anyone considering or just starting out on their @SorareHQ journey. It's by no means comprehensive, this community is super helpful so no offence to anyone I've missed off...

1) Get yourself on the official Sorare Discord group
https://t.co/1CWeyglJhu, the forum is always full of interesting debate. Got a question? Put it on the relevant thread & it's usually answered in minutes. This is also a great place to engage directly with the @SorareHQ team.

2) Bury your head in @HGLeitch's @SorareData & get to grips with all the collated information you have to hand FOR FREE! IMO it's vital for price-checking, scouting & S05 team building plus they are hosts to the forward thinking SO11 and SorareData Cups 🏆

3) Get on YouTube 📺, subscribe to @Qu_Tang_Clan's channel https://t.co/1ZxMsQR1kq & engross yourself in hours of Sorare tutorials & videos. There's a good crowd that log in to the live Gameweek shows where you get to see Quinny scratching his head/ beard over team selection.

4) Make sure to follow & give a listen to the @Sorare_Podcast on the streaming service of your choice 🔊, weekly shows are always insightful with great guests. Worth listening to the old episodes too as there's loads of information you'll take from them.

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The YouTube algorithm that I helped build in 2011 still recommends the flat earth theory by the *hundreds of millions*. This investigation by @RawStory shows some of the real-life consequences of this badly designed AI.


This spring at SxSW, @SusanWojcicki promised "Wikipedia snippets" on debated videos. But they didn't put them on flat earth videos, and instead @YouTube is promoting merchandising such as "NASA lies - Never Trust a Snake". 2/


A few example of flat earth videos that were promoted by YouTube #today:
https://t.co/TumQiX2tlj 3/

https://t.co/uAORIJ5BYX 4/

https://t.co/yOGZ0pLfHG 5/