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Saturday, December 2, 2017

Robust engineering

News that NASA engineers have been successful in firing the trajectory correction maneuver thrusters on Voyager 1, some 13 billion miles away, after not using them for nearly 40 years, to align its antennas toward the Earth, exemplifies the quality in engineering that used to exist. In spite of all the developments in the last 40 years, engineering has been slipping in both creativity and quality. As engineers head for the "street," and such largely useless activities, the field has been suffering and in the "valley," they do not care for building tangible things, just vaporware. The downward trend in the field has resulted in lagging innovation in many areas, with deleterious effects on computing hardware, transportation and city planning.
Traditional engineering has been less sexy than the ideas pursued by the purveyors of "deep mind." But what educators and policymakers may be missing is that we don't yet have bots, able to plan for the long term. Groundbreaking ideas such as the hyperloop are good, but they are not going to make much difference to the masses. We are bifurcating into dreamers who want to save the world by sending probes to Mars and those struggling with an inferior infrastructure to cover basic necessities. Those sitting on 10s of billions of capital, wondering what to do, may be well advised to look into how they could aid engineering innovation in materials, construction, and basic transportation across the world. These may not get them a Nobel prize or bring instant accolades, but they could make a much broader beneficial effect on society.
A society degrading into classes of haves and have-nots, those who live in the valley and mountain tops, those who pretend to be in academic ivory towers and those who are trying to climb out of lagging hopes and dreams, those who commit crimes with presumed immunity and those who are peaceful and content, those who want a better tomorrow and those who would like to destroy what could be, tacticians and strategists, politicians and the religious, the educated and those who could not afford it, scientists and those who do not believe in science, we have a tragic comedy with a bad ending.
Conventional engineering, a lost art form, could be as important as anything else today.

Monday, November 27, 2017

AI for policy

Humans, inconsistent, unstable and biased, have been ill-equipped to make optimal policy choices. In the modern era, rich with dynamic data, this problem has been magnified many times. Career bureaucrats and politicians with countless conflicts of interests have been running amok. In the process, they are degrading the advantages built up by generations in small steps. Just as a hedge fund manager, proud of her small victories over a long time, end up losing the entire pot in a few seconds in a massive and unanticipated discontinuity, politicians are playing with fire that could have disastrous consequences.
It is about time we delegated policy-making to machines. They have been impressive in the presence of large amounts of dynamic data and they are silent and efficient learners. Lack of ego gives them a distinct advantage over humans for their objective functions are programmed to have an unambiguous positive slope in knowledge. Failure does not seem to bother them and they always learn from it. And, they take empirical validation to be the truth and not opinions and fake news. In spite of their lack of education, they are quickly moving to a position of superiority and for the first time in history, we can look forward to a regime of rationality, driven by machines.
In this context, policy-making is an important domain for applications of AI. It is ironic that a few thousand people, making irrational decisions without knowledge or data, has become the gold standard in governance. The fact that most of them do not have a technical training but they assume to be "good enough," to make policy choices in a regime of technology, is puzzling. They appear to be disconnected from the millennials, who will be most affected by the choices they make and it is disturbing. Perhaps, they read a book or two during their summer break and understood that the internet is not a series of tubes. But, has anybody told them that it will not be enough? Can they pass a basic competency test? If not, it is time to move on.
As Sci-Fi enthusiasts hold their breath for AI to take over the world, a more common-place solution will be to replace policy-makers with it. Machines are great optimizers of policies without consideration of color, wealth, education, age, gender or orientation. Humans will have great difficulty competing with this superior knowledge.

Tuesday, November 21, 2017

Neutrality

As the administration after mammoth efforts to take millions off healthcare, promote big game hunting in Africa, accelerate environmental degradation, and bias a tax code on the pretext of simplification, sets out to dismantle the lifeblood of entrepreneurship in technology by scrapping Net Neutrality, one can only wonder what could be in store next. Ironically, the monopolies who will benefit from the policy change affirmed their intention to continue with the status-quo. But as we have seen before, when the next quarter rolls around and the EPS needs a kick, such altruism will fade quickly.
It has been strange times - logic and science have taken a back seat to racism and hypocrisy. Nearly hundred years of incremental but constant upward slope in societal progress has been turned back in the blink of an eye. This poses an interesting question: Are incremental improvements in societal design really worth it? It has been costly for many, some paid heavily and others took the free ride but it has always been hoped that we are moving forward. It is a bit like making small profits in the stock market and feeling happy about it for a long time only to be wiped out by a discontinuity that cannot be forecasted. The current discontinuity affecting the social fabric will do damage that will take a long time to mend, if at all.
It seems that simply getting "educated," is not enough. A full brain education, designed and executed by few institutions in the US, focus on the individual, not on the content. Nothing good can come out of education unless the carrier has a broad view of the world and the universe. And, that requires multi-dimensional education - science, literature, philosophy, art, music, theatre and more. Education has to lift the psyche of the individual and not her net-worth. This is why I strongly believe only one country in the whole world has gotten it right - Norway. The country that led education forever has turned it upside down to advance to the future, perhaps alone. Education has to be free and flexible - a program that will let the rising hearts and developing brains to design and to make the world better.
We are set too far back in a race that is relentless. The fact that less than a dozen people could do this to destroy the dreams of 330 million souls is inexplicable. But as we have seen in history, the tide could turn again - and this time, we know what to insure against.

Saturday, November 18, 2017

The devil wears Brioni (and a silk tie)

In my book Flexibility (1) I argued 8 years ago that men should not be in positions of complex policymaking. Trained to hunt and gather for hundreds of thousands of years, they do not have the experience to deal with societies that show diversity and differing needs. For most of their life, they spent time fine-tuning process skills and their brains specialized in optimization and not in complexity. But now, they are pushed into jobs they are ill-equipped to do. To make matters worse, they have no clue about it.
Men have been problematic. Their brains appear incapable of understanding interconnectivity and they seem to spend a lot of time counting scores and money. That's appropriate as their incentives have been driven by the quantity of trophies they collect and the mouths they feed. Such was their power they ran over civilizations who have shown trends of progress but they completely arrested any such notion. If humans do not figure this out soon, they could be dragged down by testosterone and ignorance. The outcomes of this movie can only be bad and the fact that the opposite gender is gentle and brainy means that the stalemate is going to continue for a long time.
Men, responsible for most of the ills in the world, appear still to be in charge. It is unclear, why.
(1) https://www.crcpress.com/Flexibility-Flexible-Companies-for-the-Uncertain-World/Eapen/p/book/9781138112391