"The common narrative is that kids learn faster than adults, but if you watch any toddler they spend a large portion of the day attempting things that are on the edge of their ability.
How much time have you spent on the edge of your ability today?"
-@JamesClear
MLPs are so foundational, but are there alternatives? MLPs place activation functions on neurons, but can we instead place (learnable) activation functions on weights? Yes, we KAN! We propose Kolmogorov-Arnold Networks (KAN), which are more accurate and interpretable than MLPs.🧵
Thrilled to announce AlphaFold 3 which can predict the structures and interactions of nearly all of life’s molecules with state-of-the-art accuracy including proteins, DNA and RNA. Biology is a complex dynamical system so modeling interactions is crucial https://t.co/Gs4GoOB3fD
In 2009, Stanford business professor Tina Seelig split her class into groups and issued a challenge:
Each group had $5 and 2 hours to make the highest return on the money.
At the end, they'd give a short presentation on their strategy.
What happened next was fascinating:
Altman v. Thiel v. Musk
"Sam [Altman] might hear the common wisdom, and his response would be 'yes, and'. Thiel’s response would be 'no, but'. And then I don't think Elon's even listening."
On Elon Musk
Elon's perspective is so first principles driven that while he does recognize what is popular or not and can work with it, his decisions as to what to do next are not tied at all to the mainstream, but are following a technology tree chart derived from basic physics or his favorite science fiction story.
On Peter Thiel
Thiel is extremely good at noticing when the common consensus is correct or wrong for basically bad reasons. And I do include correct here, where whenever you think that even if people are directionally making the right bet for the wrong reasons, there's some financial alpha there. There's some possibility of finding that distinction. Thiel’s question is: “how is the mainstream wrong and what can we do about it to make it correct?” which makes him a great technology investor — a great technologist, but also a great investor. Thiel is looking for where the mainstream is wrong and so he's willing to take big bets that make him very unlikable know many people at the time also in perpetuity, but often vindicated.
On Sam Altman
Sam will see where the enthusiasm and energy lies, and it's like, okay, can we harness this and even further develop it, even grow this and push it somewhere real? Sam is able to identify trends that people are excited about and thus that makes him an amazing fundraiser and recruiter and perhaps one of our best.
Thiel’s view would probably be very closely related to preventing violence on a global scale and the abuse of individuals and the scapegoating of individuals. Elon's would be focused on species survival and know, let's expand through the universe, let's have AI not kill, let's like actually reach a new destiny. And that's the point of the activity. And then Sam is sort of like, let's reach abundance. The advocates and the critics of capitalism are right.
I highly recommend the Live Players podcast with @SamoBurja and @eriktorenberg. Episode one was a fascinating conversation about the live players of today.
@tushar_agrwl@_buildspace@_nightsweekends this is interesting. Have you considered narrowing down the theme? maybe only focus on the absence of music and go deep into the effects of that holistically (socially, mentally, and how historic events would change).
Speaking of moonshots. Check out my very own moonshot project, PowerThreads. Apparel that can harvest, store and transfer energy straight to your phone as you slide it into your pocket, all through your daily movement. 🧵
We’re tackling the expected global energy expenditure of 277 quintillion joules: a self-generating alternative that eliminates our need for depleting resources and takes the pressure off of our overwhelmed electrical grid. 730 000 watts of pressure, per person, to be exact.
Speaking of moonshots. Check out my very own moonshot project, PowerThreads. Apparel that can harvest, store and transfer energy straight to your phone as you slide it into your pocket, all through your daily movement. 🧵
I also summarize the past year of my ‘innovations,' how my mindset has changed with each project, and how closely/far they align with X's methods.
https://t.co/lVkeuHmIaq
This month challenged my understanding of innovation, and the misconceptions of ‘making an impact.’
I was fortunate enough to unravel them with Astro Teller himself, the founder of Google’s Moonshot Factory. 🧵
The reason why you should strive for progress more than correctness, and value failure more than success. 🚀
Staying safe by taking smart risks. ⛔️
The amount of energy you should spend on contracting error bars. 📶
The importance of killing projects and moving on. 🪜