Study hard what interests you the most in the most undisciplined, irreverent and original manner possible.

Gilbert Strang: Learn the rules, instead of figuring out the rules with help from “Newton or Einstein”, the computer is looking for the rules.Lex Fridman:It’s Automated search for the underlying rules.

The new idea of artificial intelligence is:

This idea of a neural net is part of the structure of our new way to create a rule. We're looking for a rule, that will take these training inputs to the known outputs and then we're going to use that rule on new inputs that we don't know the output and see what comes.

Gilbert Strang:We're trying to learn from all data, what's important , what's telling us. So, you've got data, you've got some inputs for which you know the right outputs. The question is: Can you see the pattern there? Can you figure out a way for a new input which we haven't seen? - to understand what the output will be from that new input.So we've got a million inputs with their output. So, we're trying to create some patterns , some rule that'll take those inputs those million training inputs which we know about to the correct million outputs.

Lex Fridman: What's Deep Learning?

Between inputs and outputs , there are infinite number of underlying rules, constantly changing , constantly evolving. Collect them all ! ( Ray Dalio calls them principles )

education

Learning & Education

artificialintelligence

Artificial Intelligence

Lex Fridman

Gilbert Strang: Linear Algebra, Teaching, and MIT OpenCourseWare | Lex Fridman Podcast #52

I've basically just go recursive improvement on schedule, with feedback loop. Did this make it go faster? OK. If it didn't, we're going to need to fix it.

It would be an incredible adventure. And life needs to be more than just solving every day problems. You need to wake up and be excited about the future.

The extreme difficulty of scaling production of new technology is not well understood.

The answer was we thought it could be done.

Falcon One is going to be the lowest cost per flight to orbit of any production rocket.I think the reason it’s cheaper is, first of all, we are a private entity and we have a very lean system here. What we have been able to do here at SpaceX is to cherry-pick, you know, the top one or two percent and give them, you know, capital to execute well and a clear mission, which is low cost, reliable access to space, and no other constraints.Well, I have tried to learn as much as possible from prior attempts.

I think we’ve got the risks pretty well characterized. I think we are at least avoiding the mistakes that have been made in the past.

I want to be able to make sure that we have enough capital to survive at least three consecutive failures.

I like to be involved in things that change the world. The Internet did, and space will probably be more responsible for changing the world than anything else. If humanity can expand beyond the Earth, obviously that's where the future is.

Starting and growing a business is as much about the innovation, drive and determination of the people who do it as it is about the product they sell.

My approach is simply to seek out very talented people, ensure that the environment at SpaceX is as motivating & enjoyable as possible and establish clear & measurable objectives.

Rocket engineering is not like ditch digging. With ditch digging you can get 100 people and dig a ditch, and you will dig it a hundred times as faster if you get 100 people versus one. With rockets, you have to solve the problem of a particular level of difficulty; one person who can solve the problem is worth an infinite number of people who can’t.

I think it is a mistake to hire huge numbers of people to get a complicated job done. Numbers will never compensate for talent in getting the right answer (two people who don't know something are no better than one), will tend to slow down progress, and will make the task incredibly expensive.

If the design takes a long time to build, it's the wrong design. This is the fundamental thing. Over and over, the tendency is to complicate things. And I have another thing which is, the best part is no part. The best process is no process. It weighs nothing, costs nothing, can't go wrong. So, as obvious as that sounds, the best part is no part. The thing I'm most impressed with, when I have the design meetings at SpaceX, is:"What did you undesign?"  Undesigning is the best thing. Just delete it. That's the best thing.

Possibly, the most common error of a smart engineer is to optimize something that should not exist.

Everything works in PowerPoint; but if you have the physical item or some demonstration software, that's much more convincing to people than a PowerPoint presentation or a business plan.

There need to be things that inspire you, that make you glad to wake up in the morning and be part of humanity.

technologyandthefuture

Technology & The Future

business

Business

leadershipandmanagement

Leadership & Management

15 Elon Musk ideas - Wikiquote

We used to dream about this stuff. Now we get to build it. It's pretty great.

Steve Jobs 

We're gambling on our vision, and we would rather do that than make "me too" products.

Steve Jobs

Real artists ship.

Sometimes when you innovate, you make mistakes. It is best to admit them quickly, and get on with improving your other innovations.

Humans are tool builders. We build tools that can dramatically amplify our innate human abilities.

Going to bed at night saying we've done something wonderful... that's what matters to me.

When you grow up you tend to get told that the world is the way it is and your life is just to live your life inside the world. Try not to bash into the walls too much. Try to have a nice family, have fun, save a little money.That's a very limited life. Life can be much broader once you discover one simple fact: Everything around you that you call life was made up by people that were no smarter than you and you can change it, you can influence it, you can build your own things that other people can use.

We live in an information economy. The problem is that information's usually impossible to get, at least in the right place, at the right time.

Creativity is just connecting things. When you ask creative people how they did something, they feel a little guilty because they didn't really do it, they just saw something. It seemed obvious to them after a while. That's because they were able to connect experiences they've had and synthesize new things. And the reason they were able to do that was that they've had more experiences or they have thought more about their experiences than other people...

A lot of people in our industry haven't had very diverse experiences. So they don't have enough dots to connect, and they end up with very linear solutions without a broad perspective on the problem. The broader one's understanding of the human experience, the better design we will have.

I found that there were these incredibly great people at doing certain things, and that you couldn't replace one of these people with 50 average people. They could just do things that no number of average people could do.

Have the courage to follow your heart and intuition. They somehow already know what you truly want to become. ﻿Everything else is secondary.

I’m convinced that the only thing that kept me going was that I loved what I did. You’ve got to find what you love. Your work is going to fill a large part of your life, and the only way to be truly satisfied is to do what you believe is great work. And the only way to do great work is to love what you do. If you haven't found it yet, keep looking. Don't settle. As with all matters of the heart, you'll know when you find it. And, like any great relationship, it just gets better and better as the years roll on. So keep looking. Don’t settle.

And one more thing…

Here's to the crazy ones. The misfits. The rebels. The troublemakers. The round pegs in the square holes. The ones who see things differently. They're not fond of rules. And they have no respect for the status quo. You can quote them, disagree with them, glorify or vilify them. About the only thing you can't do is ignore them. Because they change things. They push the human race forward. And while some may see them as the crazy ones, we see genius. Because the people who are crazy enough to think they can change the world, are the ones who do.<a href="https://youtu.be/GEPhLqwKo6g">﻿Think Different </a>

Have the courage to follow your heart and intuition. They somehow already know what you truly want to become.

personaldevelopment

Personal Development

motivationandinspiration

Motivation & Inspiration

startup

Startups

15 Steve Jobs ideas - Wikiquote

Really, the only thing that makes sense is to strive for greater collective enlightenment.

We’re going to make it happen.

The first step is to establish that something is possible; then probability will occur.

Constantly think about how you could be doing things better. Keep questioning yourself.

You want to have a future where you’re expecting things to be better, not one where you’re expecting things to be worse.

I think it is possible for ordinary people to choose to be extraordinary.

I tend to approach things from a physics framework. And physics teaches you to reason from first principles rather than by analogy.

Great companies are built on great products.

Focus on signal over noise. Don’t waste time on stuff that doesn’t actually make things better.

People work better when they know what the goal is and why.

These ideas will inspire some of you to take more action if your goals align with evolutionary process.

35 Inspirational Elon Musk Quotes On Success. Elon Musk is a technology entrepreneur, investor, and engineer. He holds South African, Canadian, and U.S. citizenship

10 Inspirational Elon Musk Quotes

Be alone, that is the secret of invention; be alone, that is when ideas are born.

Every living being is an engine geared to the wheelwork of the universe. Though seemingly affected only by its immediate surrounding, the sphere of external influence extends to infinite distance.

Anti-social behaviour is a trait of intelligence in a world full of conformists.

Of all things, I liked books best.

The present is theirs; the future, for which I really worked, is mine.

Let the future tell the truth, and evaluate each one according to his work and accomplishment.

The scientific man does not aim at an immediate result. He does not expect that his advanced ideas will be readily taken up. His duty is to lay the foundation for those who are to come, and point the way.

Instinct is something which transcends knowledge. We have, undoubtedly, certain finer fibers that enable us to perceive truths when logical deduction, or any other willful effort of the brain, is futile.

Of all frictional resistances, the one that most retards human movement is ignorance, what Buddha called ‘the greatest evil in the world’. The friction which results from ignorance can be reduced only by the spread of knowledge and the unification of the heterogeneous elements of humanity. No effort could be better spent.

My method is different. I do not rush into actual work. When I get a new idea, I start at once building it up in my imagination, and make improvements and operate the device in my mind. When I have gone so far as to embody everything in my invention, every possible improvement I can think of, and when I see no fault anywhere, I put into concrete form the final product of my brain.

There is no energy in matter other than that received from the environment.

Peace can only come as a natural consequence of universal enlightenment.

It is paradoxical, yet true, to say, that the more we know, the more ignorant we become in the absolute sense, for it is only through enlightenment that we become conscious of our limitations. Precisely one of the most gratifying results of intellectual evolution is the continuous opening up of new and greater prospects.

Misunderstandings are always caused by the inability of appreciating one another’s point of view.

I do not think there is any thrill that can go through the human heart like that felt by the inventor as he sees some creation of the brain unfolding to success, such emotions make a man forget food, sleep, friends, love, everything.

The desire that guides me in all I do is the desire to harness the forces of nature to the service of mankind.

My belief is firm in a law of compensation. The true rewards are ever in proportion to the labor and sacrifices made.

We are all one.

The gift of mental power comes from God, Divine Being, and if we concentrate our minds on that truth, we become in tune with this great power.

My brain is only a receiver, in the Universe, there is a core from which we obtain knowledge, strength and inspiration. I have not penetrated into the secrets of this core, but I know that it exists.

May his quotes inspire you to be the inventor of your dreams.

Nikola Tesla was a Serbian-American inventor, electrical engineer, mechanical engineer, physicist, and futurist who is best known for his contributions to the design of the modern

Gilbert Strang: Linear Algebra, Teaching, and MIT OpenCourseWare | Lex Fridman Podcast #52

15 Elon Musk ideas - Wikiquote

15 Steve Jobs ideas - Wikiquote

10 Inspirational Elon Musk Quotes

20 Inspirational Nikola Tesla Quotes

Prometheus Starwalker