Out of all the technological hacks I've used to better the quality of my life, the single most painful yet effective way to increase wellbeing, throw people out of your life who do not align with your values.

Don't wait; the soon, the better.

I'm not talking about disagreements; I'm talking about fundamentally how we treat each other when we are communicating & solving problems.

This means freedom to express all your feelings, not just some. Especially the ones you're afraid of sharing because of shame or confusion.
Yet, while my skill for expressing myself in person, online and onstage has increased exponentially over the past decade, my ability to not be isolated by these skills has continued to dwindle.

The irony of maturation.
On the one hand, to communicate effectively, you need a command of the language, a sense of self, and autonomy over interconnected reality. Oddly enough, the exact opposite skills need to be utilized to be understood.
In the past year, I have had two different scenarios with people I respect; both ended in months, the other in a day.
Neither relationship is gone, I hope, but the ground in which those relationships were changing, partnerships, agreements, deepening of commitment have vanished
Both times, I severed these relationships, cutting off access to the on-demand nature that my hyper-empathy affords people who don't have the skill and desire to process their own emotions.
It's never easy because, like most of the actual relationship, I carry the departure's weight unequally also. So much of hyper-empathy is a skewed relationship with nonlinear time.
Recently I had a 60-minute conversation with someone that I truly wished to support and explore further collaboration with. In those 60 minutes, I spent 25 mins, restating a question, and earnestly asking if they understood.
I never got an answer, I got a lot of ego dodging, but in a relationship where you are entirely safe to be yourself, ego dodging is fatalistic.
Finally, near the end of our call, I just said that this isn't going to work out for me and finish up my business. I felt terrible for about 3 minutes and moved on. I awoke this today thinking of the pain I saved myself, always trying to facilitate emotions & understanding for 2
Take time when you meet anyone to understand HOW they communicate. Then take time to know WHAT they value. People who think like you don't' nearly communicate like you, and I can guarantee they don't feel like you.
Thinking, communicating, and feeling each live in their universe where "values" is the gravity pulling and pushing those things apart.
This means you must systemically consider every interaction from your heart, head, and gut while doing the heavy lifting of context switching, perspective-taking, and emotional regulation.
This is no easy task, and if you feel overwhelmed thinking about someone in your life when they are not around, it's probably too late.
TLDR: Track your friendships, family relationships, and interactions with strangers as closely as you watch your bank, steps, and sleep.

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THREAD: How is it possible to train a well-performing, advanced Computer Vision model 𝗼𝗻 𝘁𝗵𝗲 𝗖𝗣𝗨? 🤔

At the heart of this lies the most important technique in modern deep learning - transfer learning.

Let's analyze how it


2/ For starters, let's look at what a neural network (NN for short) does.

An NN is like a stack of pancakes, with computation flowing up when we make predictions.

How does it all work?


3/ We show an image to our model.

An image is a collection of pixels. Each pixel is just a bunch of numbers describing its color.

Here is what it might look like for a black and white image


4/ The picture goes into the layer at the bottom.

Each layer performs computation on the image, transforming it and passing it upwards.


5/ By the time the image reaches the uppermost layer, it has been transformed to the point that it now consists of two numbers only.

The outputs of a layer are called activations, and the outputs of the last layer have a special meaning... they are the predictions!
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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Alain Merieux, who owns bioMerieux, was instrumental in the creation of the Wuhan Institute of Virology P4 Lab.

The same people who helped create the virus, also helped to create the vaccines...


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Pasteur Institute partnered with the Wuhan P4 Laboratory in 2017 along with the Merieux Foundation to study emerging viruses...
https://t.co/yFsHwrNYaK
https://t.co/9M5lydBKhM


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Montagnier did extensive work with the Pasteur Institute in France which was partnered with the Wuhan P4.

Merieux Foundation & the Chinese government have worked together since 1965, and partnered to study emerging pathogens in Africa in 2015.

Their research included "PATHOGENS CARRIED BY BATS" that provoke respiratory diseases.

🚨🚨🚨
https://t.co/gVwpT0ssqI