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Scientific Sense Podcast

Saturday, April 8, 2017

Living on luck

In a couple of weeks, an asteroid of nearly a kilometer wide will pass by the blue planet at just a million miles away, a mere whisker by any measurement. As the "leaders" throw hand grenades at each other, few have understood the precarious position their habitat is in. Reducing emissions to protect the environment is great, attempting to save it from instantly evaporating could be a bit better. Humans, carrying a heavy organ on their shoulders, seem to have wasted hundred thousand years, proving to themselves they are great and if not, thinking how to make them great again.
 
It is a miracle that the world survived in this active shooting gallery. Nothing much has happened since the first rulers of the planet were wiped out 65 million years ago by a massive event. And, the probability of that happening again is close to 1. As space agencies clamor to travel to nearby planets, just to demonstrate they are capable or design rockets that can take large and diverse payloads, they have to understand that none of these ego boosting triviality, will save humanity. As the most "intelligent" private investors, design, redesign and reuse rockets, as if that is the end game, they have to understand that there is a higher order problem to solve. Moving deck chairs on the titanic, optimizing how many chairs to move from one side to another or even creating a "game," that allows such movements to be automatic, is not going to be helpful at the face of calamity.
 
It will be ironic if the "greatest species," get wiped out by a similar event that happened before. At least the previous greats did not know it was coming.

Friday, April 7, 2017

Quantum optimization

Classical annealing has been a method of optimization in many areas, for ever. Recently, quantum annealing, based on quantum tunneling, was proposed as an improved process. Challenges remain (1), however, as qbits are immensely limited to make anything practical. The most profitable path to knowledge, at the intersection of quantum mechanics and optimization, may be breaking open. Flux quantization, as the authors argue, may allow us to tackle complex optimization problems.


It is clear that humans have been stagnant in the advancement of mathematics. At the intersection of theoretical physics and mathematics, there is a beautiful avenue to knowledge, something that has been less travelled in. There, determinism takes a back seat and probabilistic speculation dominates. Those who want interplanetary travel are simply leaving the movie theater before the show is over and it is possible that the few brain cells left to humanity could, indeed, take a quantum leap.


Humans wanted to always optimize as it has been ingrained in their structure from the moment they started to explore. They wanted to minimize distances and maximize the probability of a killing or analogously, minimize the probability of being killed. Ingrained in their quantum limited brain is the concept of optimization and now we could possibly take it further. In this context, it is important to remain humble as many before us have thought they indeed optimized, only to realize that there were many attributes beyond the equation that was used.


Flux quantization could provide a path forward to optimization but it is important to keep in mind that we have been here many times before.




(1) http://advances.sciencemag.org/content/3/4/e1602273

Saturday, April 1, 2017

Hubble Trouble (1)

Hubble, from the University of Chicago, observed for the first time in 1929 that galaxies are flying away from us. Many candles later, the constant attributed to his name, is still being refined. Now, it appears that there is a revision to the constant, perhaps as much as 8% downward. This is not the first time physicists realized that they are yet to understand how things work. Complexity typically portends lack of understanding and the current state of affairs in high energy physics, albeit data emanating from big steel in Geneva like water from a faulty fire hydrant, is stagnant. Physicists and engineers are a dangerous combination, the former dreaming up complexity and the latter standing ready to prove anything thrown at them by steel and concrete. But this is unlikely to lead anywhere. It appears that one does have to have 1.5 brains to break out of the stalemate - and we have not had a specimen for 100 years and it is unclear if we will ever do.


Predicting the behavior of complex non-linear systems is dangerous. Making uncertain observations and attempting to prove those by creating dark stuff is even more dangerous, for this will lead the next generation down rabbit holes to the wonderland. Hanging mirrors to measure reverberations to the diameter of a proton, indeed, is a great accomplishment. But one has to note that engineers have always been good at proving hypotheses but replicability could be more challenging. The best way to proceed when one cannot understand over 94% of the observations is to ask if the underlying theories are correct. That's what we do in most fields.


As they revise the Hubble constant, perhaps, it is time to rethink how research is done in high energy Physics.


(1) http://www.sciencemag.org/news/2017/03/recharged-debate-over-speed-expansion-universe-could-lead-new-physics

Friday, March 31, 2017

Open research

Recent news (1) that the European Commission will soon join the Bill & Melinda Gates foundation to launch an open research publication platform is encouraging. Increasingly, university based research, peer reviewed or not, are shown to be suffering from inherent biases - both of the author and her peers. Academics, tenured or not, seem to have a clean objective function - driven largely by volume and in the vast publication enterprise, replicability is certainly an afterthought. Open research, thus, has to expand beyond conventional research if it has to capture useful insights from those who never climbed the high mountain.


Research and manufacturing have become synonymous. The latter takes raw materials and create commoditized widgets and the former takes raw data and create research papers with no new insights and if there were, they are typically not replicatable. The peers, who approve of the production, seem to form a colony of conformists, ready to approve papers that support the highly subscribed ideas and marginalize anything new. Academics and politicians share many common characteristics as both of them live in a bubble with their "peers," and have little interest to ever look outside the window to see how the world actually works.


Open research, if it encompasses the world at large, providing an avenue for new ideas to float through, could be a game changer. But then, those behind it are all controlled by their "peers."


(1) http://www.sciencemag.org/news/2017/03/european-commission-considering-leap-open-access-publishing