tag:blogger.com,1999:blog-29409614743080393002024-03-13T07:02:20.395-07:00Varun AggarwalI am neither fire nor air nor earth nor water...Varunhttp://www.blogger.com/profile/00046719535392968807noreply@blogger.comBlogger6125tag:blogger.com,1999:blog-2940961474308039300.post-6896894264028074782015-05-30T03:32:00.001-07:002015-07-19T08:52:48.148-07:00Democratization of Job opportunity<div dir="ltr" style="text-align: left;" trbidi="on">
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<![endif]-->Every years millions graduate but don’t find a job. They
have no way to find what they lack. They have no way to get the attention of
companies and highlight their skills. Companies just interview the most
accessible: those from top colleges, those in top cities and references. Good
kids from small cities, unknown education institutions don’t get job
opportunity. Governments spend millions of dollars on higher
education/training, but have no way to find if it is improving anything… Why?<br />
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<i>By any economic, social or moral principle, it is
essential to have standardized employability assessments across the world to
drive scientific feedback and meritocracy in the education-employment
ecosystem. </i></div>
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<br /></div>
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<a href="http://aspiringminds.com/">A solution</a> | <a href="http://research.aspiringminds.com/">Research to address the problem</a> |
<a href="http://research.aspiringminds.com/publications/#tab2">Policy reports</a></div>
</div>
Varunhttp://www.blogger.com/profile/00046719535392968807noreply@blogger.comtag:blogger.com,1999:blog-2940961474308039300.post-7725245526472709272015-05-30T03:29:00.002-07:002015-07-19T08:53:07.967-07:00The math of intuition<div dir="ltr" style="text-align: left;" trbidi="on">
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<br />
<div class="MsoNormal">
<span style="font-family: Verdana,sans-serif;">We all manipulate things around us in order to build, tweak
or tune (hopefully not to destroy!). How are we able to do it efficiently? We
believe in two things. We know how a variable affects the output, irrespective
of the value of the other variables. For instance, if we strike a coin harder,
it will move further irrespective of the weight of the coin. Think how
jeopardized we would be, if this relation was different for a heavier coin vs.
a lighter one. The other, we use monotonic relations: increasing a variable
would either increase or decrease the output. Again, if this wasn’t true, it
would be hard to know how to move the coin further, by striking it harder or
otherwise. </span></div>
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<br /></div>
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<span style="font-family: Verdana,sans-serif;"><span style="font-size: x-small;">Reproduced from
Wikipedia: We implicitly assume that the mass, </span></span></div>
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<span style="font-family: Verdana,sans-serif;"><span style="font-size: x-small;">length and gravity ‘independently’ influence the time of oscillation.</span></span></div>
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</span><br />
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<br /></div>
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<span style="font-family: Verdana,sans-serif;">Fortunately, these beliefs are correct for a whole lot of
things and thus we easily manipulate. In mathematical terms, this is called
coordinate-wise monotonicity, the weakest structure we implicitly assume the
world has. It is our inductive ‘bias’ to understand the world. Those who are
able to grasp this bias are called ‘logical’ (Piaget!). </span></div>
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<span style="font-family: Verdana,sans-serif;">We recognized this in 2006. This applied beautifully also to
the case of analog circuits, which designers magically designed circuit by
intuition – aha – by co-ordinate-wise monotonicity! We think this should be
taught in a methodical way.</span></div>
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</span><br />
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<span style="font-family: Verdana,sans-serif;">Some incomplete and semi-complete reports on this from
2006-2007 when I was part of Dr. Una-May O’Reilly’s group at MIT:</span></div>
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</span><br />
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<br /></div>
<div class="MsoNormal">
<span style="font-family: Verdana,sans-serif;"><a href="https://www.dropbox.com/s/gh5aovr6kcux4ll/monotonicity%20as%20a%20measure%20of%20complexity.pdf?dl=0">Monotonicity as a measure of complexity</a> | <a href="https://www.dropbox.com/s/u9sgl3z1ta8e9nw/monotonicity-why-v1.pdf?dl=0">Why is theirmonotonicity in the world?</a> (report has wrong title!) | <a href="https://www.dropbox.com/s/4e5iucj49jg1m55/monotonicity-analog.pdf?dl=0">Are analog circuits really coordinate-wisemonotonic?</a> | <a href="https://www.dropbox.com/s/ssqzw44g0zfw5aq/analog_circuits_complex.pdf?dl=0">What does it mean to have monotonicity for analog circuits?</a></span></div>
</div>
Varunhttp://www.blogger.com/profile/00046719535392968807noreply@blogger.comtag:blogger.com,1999:blog-2940961474308039300.post-59740297807683328012015-05-30T03:27:00.002-07:002015-07-19T08:54:33.647-07:00Impactpreneurs: Social change<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-family: "Trebuchet MS",sans-serif;">Oxymoron as it may have sounded ten years back, now there
are businesses that do social good. A lot of them…! But it is still very hard
to get standardized information about them to power the ecosystem: connect
investor, recruitment and customer gaps. Is there a way to get this information
in a fast and scalable way with accuracy? </span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;"></span></div>
<span style="font-family: "Trebuchet MS",sans-serif;"><a href="https://www.blogger.com/goog_1284798096"></a></span><br />
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<span style="font-family: "Trebuchet MS",sans-serif;"><a href="http://impactpreneurs.com/">Impactpreneurs.com</a>: A community-driven directory of social enterprises </span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;"><a href="http://scripts.mit.edu/~varun_ag/readinggroup/index.php?title=Main_Page">MIT India Reading Group</a>: Meetings done at MIT India Reading Group since 2008. Know about education, health, energy, innovation and many more topics of interest in India.</span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;"><a href="http://prayatn.blogspot.in/search/label/Social%20Entrepreneurship">Somethoughts</a></span></div>
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Varunhttp://www.blogger.com/profile/00046719535392968807noreply@blogger.comtag:blogger.com,1999:blog-2940961474308039300.post-65722263471630380882015-05-30T03:10:00.003-07:002015-07-19T08:53:42.638-07:00A memristor (out of history) for everyone<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-family: "Trebuchet MS",sans-serif;">Memristor, the fourth passive component, most simply stated
is a state-dependent resistance. Till 2012, we didn’t have any simple memristor
to play around with in a lab or in your garage. Now we do… We found that simply
touching two metal balls makes a memristor! The device was known as coherer 100
years back and it was used to receive radio signals before the invention of
diode. Only an Indian scientist Jagadish Chandra Bose had observed the correct
electrical properties for the device qualifying it as a memristor.</span></div>
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/> </div>
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<br /></div>
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<span style="mso-no-proof: yes;">
</span></div>
<div class="MsoNormal">
<span style="font-family: "Trebuchet MS",sans-serif;"><a href="http://arxiv.org/abs/1306.0942">Our paper on this</a>
| <a href="http://mlabsresearch.com/memristor/faq/">Why it is important</a> | <a href="http://web.mit.edu/varun_ag/www/bose_2006.pdf">JC Bose and his other
contributions</a></span></div>
</div>
Varunhttp://www.blogger.com/profile/00046719535392968807noreply@blogger.comtag:blogger.com,1999:blog-2940961474308039300.post-69884778792083216702015-05-30T03:07:00.003-07:002015-07-19T08:53:56.451-07:00Human Dignity<div dir="ltr" style="text-align: left;" trbidi="on">
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<![endif]--><span style="font-family: "Trebuchet MS",sans-serif;">We all are in such situations when we can degrade someone’s
dignity without any repercussions. Then also some find human dignity as a
hypothetical concept – why is it? Why do some people at some times enjoy
degrading human dignity? At others, do it for a purpose...</span><br />
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</xml><![endif]--><span style="font-family: "Trebuchet MS",sans-serif;">I stand for human dignity. It starts from the self and
extends to the body. </span><br />
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<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span></div>
<div class="separator" style="clear: both; text-align: center;">
<span style="font-family: "Trebuchet MS",sans-serif;"><iframe allowfullscreen="" class="YOUTUBE-iframe-video" data-thumbnail-src="https://i.ytimg.com/vi/GETiChKfYvg/0.jpg" frameborder="0" height="266" src="https://www.youtube.com/embed/GETiChKfYvg?feature=player_embedded" width="320"></iframe></span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;">CURE started in 2001 as an initiative against ragging
(bullying/hazing in colleges). We have come a long way from a time when ragging
was socially acceptable to now, when it is shunned. </span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;"><a href="https://vimeo.com/9603236">CURE documentary</a> | <a href="http://www.noragging.com/">CURE website</a></span><br />
<span style="font-family: "Trebuchet MS",sans-serif;"> </span></div>
</div>
Varunhttp://www.blogger.com/profile/00046719535392968807noreply@blogger.comtag:blogger.com,1999:blog-2940961474308039300.post-4413124851309371142015-05-30T03:01:00.002-07:002015-07-19T08:54:04.799-07:00Vivekanand and self efficacy<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: "Trebuchet MS",sans-serif;">For Vivekanand, the human being had ultimate power to do
anything and everything. For him, this was a simple derivative of Vedant, which
saw man as God. He asked all his countrymen to believe in this and act.<span style="mso-spacerun: yes;"> </span></span><br />
<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span>
<br />
<div class="separator" style="clear: both; text-align: center;">
<span style="font-family: "Trebuchet MS",sans-serif;"><iframe allowfullscreen="" class="YOUTUBE-iframe-video" data-thumbnail-src="https://i.ytimg.com/vi/xQ61ip63QD4/0.jpg" frameborder="0" height="266" src="https://www.youtube.com/embed/xQ61ip63QD4?feature=player_embedded" width="320"></iframe></span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;">It is surprising since then the amount of evidence that has
piled up in how self-efficacy is a key factor the most unfortunate to get out
of their plight, but also one of the key characteristics of the top achievers
in the world. For psychologists, self-efficacy is a belief. For Vivekananda, a
realization of the ultimate truth.</span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;"><a href="http://www.nationalyouthday.com/">National Youth Day</a> | <a href="http://prayatn.blogspot.in/search/label/Vivekananda">My posts onVivekanand</a></span></div>
</div>
Varunhttp://www.blogger.com/profile/00046719535392968807noreply@blogger.com