Chomsky et al., on Chatgpt

Chomsky et al., have some very interesting linguistic and philosophical points on chatGPT/AI and their variants (see NYT link).

To quote


“The human mind is not, like ChatGPT and its ilk, a lumbering statistical engine for pattern matching, gorging on hundreds of terabytes of data and extrapolating the most likely conversational response or most probable answer to a scientific question. On the contrary, the human mind is a surprisingly efficient and even elegant system that operates with small amounts of information; it seeks not to infer brute correlations among data points but to create explanations.”

The philosophical and ethical viewpoints expressed in this article are indeed noteworthy. What probably is even more important is the linguistic viewpoint which amalgamates language with human thought process, and that is what makes this article more interesting and unique.

My own take on Chatgpt has been ambivalent because I do see tremendous potential, but also some obvious faults in it. About a couple of months ago, I did try to play around with it, especially in the context of some obvious questions I had on optical forces, and the answers I got were far from satisfactory. At that time, I assumed that the algorithm had some work to do, and it was probably in the process of learning and getting better. The situation has not changed for better, and I do see some major flaws even now. Chomsky’s article highlighted the linguistic aspects which I had not come across in any other arguments against artificial intelligence-based answer generators, and there is some more food for thought here.

This is indeed an exciting time for machine learning-based approaches to train artificial thought process, but the question remains whether that process of thought can somehow emulate the capabilities of a human mind. 

As humans, a part of us want to see this achievement, and a part of us do not want this to happen. Can an artificial intelligence system have such a dilemma?

Indian Philosophy and Independent thought

Today we mark the 75th anniversary of Indian independence from the British colonial rule. For a country of our population and size, it is indeed a great achievement that we have sustained to be a democratic nation. We continue to be a work in progress and there is a lot to learn and look forward to.

India today is awash in the tri-colour flag, which marks a symbol of our identity.

This symbol has a deeper philosophical meaning, and it has been wonderfully described by one of the great Indian philosopher Sarvepalli Radhakrishnan (also first vice-president of India, and subsequently President of India) as follows :

“Bhagwa or the saffron colour denotes renunciation of disinterestedness. Our leaders must be indifferent to material gains and dedicate themselves to their work. The white in the centre is light, the path of truth to guide our conduct. The green shows our relation to soil, our relation to the plant life here on which all other life depends. The Ashoka Wheel in the center of the white is the wheel of the law of dharma. Truth or satya, dharma or virtue ought to be the controlling principles of those who work under this flag. Again, the wheel denotes motion. There is death in stagnation. There is life in movement. India should no more resist change, it must move and go forward. The wheel represents the dynamism of a peaceful change.”

Dr. S. Radhakrishnan, Constituent Assembly of Independent India

The metaphor of wheel to go forward is noteworthy. It essentially states that we as a society should be forward-looking and evolve our thoughts as we make progress. Such a call for evolution of thought and progress is not alien to our civilization.

Lest we forget – Indian philosophy is not just a spiritual literature, it has immense depth and discussion on rationality and logic, and places emphasis on debates and arguments. So much so, that even our great, ancients poets such as Kalidasa uphold this rational spirit in their writings. To quote from his famous Malavikaagnimitram :

पुराणमित्येव न साधु सर्वंन चाऽपि काव्यं नवमित्यवद्यम्।

सन्तः परीक्ष्यान्यतरत् भजन्तेमूढ्ः परप्रत्ययनेयबुद्धिः ॥

-मालविकाग्निमित्रम् (महाकवि कालिदास)

The translation (source) from Sanskrit means :

All poems are not good only because they are old. All poems are not bad because they are new. Good and wise people examine both and decide whether a poem is good or bad. Only a fool will be blindly led by what others say.

-Malavikaagnimitram (Great Poet Kaalidaas)

My hope is that we as a society get inspired by these calls for rationality, and adapt empathy, humility, logical and scientific thinking as some of the core principles our lives. This is not only for a better India, but also for a better world.

After all, as one of ancient Indian philosophical text (Maha Upanishad, 6.71–75) says :

अयं निजः परो वेति गणना लघुचेतसाम्!!

उदारचरितानां तु वसुधैव कुटुम्बकम् !!

which is transliterated as :

This is mine, that is his, say the small minded,

The wise believe that the entire world is a family.

Dear Indian people….Happy 75th Independence Day !

12 Years as a faculty member in India – 12 lessons

Today I complete 12 years as a faculty member at IISER-Pune. I have attempted to put together a list of some lessons that I have learnt so far. A disclaimer to note is that this list is by no means a comprehensive one, but a text of self-reflection from my viewpoint on Indian academia. Of course, I write this in my personal capacity. So here is it..

  1. People first, infrastructure next – As an experimental physicist, people and infrastructure at working place are of paramount importance. When I am forced to prioritize between them, I have chosen people over infrastructure. I am extremely fortunate to have worked with and continue to work with excellent students, faculty colleagues, and admin staff members. I think a good work place is mainly defined by the people who occupy it. I am no way neglecting the role of infrastructure in academia, especially in a country like India, but people have a greater impact in academic life than infrastructure.
  2. Create internal standards – In academia, whether you like it or not, there will be evaluations and judgments on your research and teaching. Generally, every academic ecosystem has its own standards for evaluating people. These standards are generalized principles and are not customized to an individual. Therefore, it was important for me to realize what good work meant and how to judge myself. As long as internal standards are high, and are properly met with consistency, the external evaluation becomes secondary. This attitude totally frees up the mind, and helps me to get better compared to my previous self. This also means I can appreciate others work without having to compare myself to them.
  3. Constancy and Moderation – When it comes to any work, it is important to be consistent over a long period of time. An equally important aspect is to moderate the amount of work done for a period. Most of the important work in research happens in units of months if not years. Therefore, constant effort with moderation keeps the motivation high, and makes the work enjoyable. Binge-working is attractive, but for intellectual work it is ineffective.
  4. Writing is a great tool to think – One of the most underestimated tools of thinking is writing. Not just formal writing, but the process of external articulation of thought on paper does wonders. Countless times, I have obtained, clarified and developed my thoughts only after I started writing about it. Writing is integral part of research and not just a communication tool.
  5. Importance of philosophy – Ever since I was an undergrad, I have been interested in philosophy of science. I had never taken a formal course on philosophy, but I have gradually started appreciating the role of philosophy of science. Specifically, it has catered to my question on ‘why I do what I do?’
  6. Teaching as social responsibility – In the Indian academia, scientific social responsibility is a buzz word. For me, the greatest social responsibility as an academic comes in the form of teaching. In larger scheme of things, some how we tend to neglect the impact of conventional teaching on students. Also, this impact is not easily measured. But the joy one obtains seeing a student do well is priceless. This local impact is what I value more because the feedback is there to see, right in front of you.
  7. Science, sports and arts : a trinity – I love outdoor sports including running, swimming, cricket etc. Equally, I enjoy listening to music, reading poetry and appreciating any form of art from any culture. I have found that it has not only made me a better person, but also has positively impacted my work. Taken as a trinity, these human endeavours continue to enrich our lives.
  8. Emphasis on mental and physical health – The most important policy that I have set in my research group is this: To do effective and enjoyable work, your mental and physical health should be good. There is no point in doing good work at the expense of your health. Therefore the priority will always be good health followed by good work.
  9. Social media : effective if used properly – Social media has a unique reach. If you are in India, and you want to connect to the scientific world, social media is an excellent platform. Given the size and diversity of India, social media can also reach people from various backgrounds and languages. If used responsibly, social media can have great impact on how science is communicated within India and how India connects to the scientific world.
  10. Renewed interest in applied mathematics and coding – During my BSc (Maths, Physics, Electronics) and MSc (Physics), I had excellent training and exposure in mathematics. During the lock-down period, I rejuvenated my interest in applied mathematics (especially nonlinear dynamics) and have started coding too. This has added a new impetus to my research and should reflect in the coming years.
  11. Professor as a post-doc – A research strategy I found useful in my work is to treat myself as a post-doc in the lab. Given that, in India retaining a long-term post-doc is difficult, many of the skills and thought processes cannot be effectively transferred in lab. A long term research problem needs sustained effort in the lab. As an experimental faculty it is easy to get caught up in activities outside the lab and lose touch with the (optical) bench work. Thanks to the lock-down period, I was the only one in the lab for almost 6 months,and I restarted my experimental work. I value that time and I see great benefit in this approach.
  12. Self-mentoring – A lot of academic advice is written by people working in the west. A few of them are general and applicable to Indian academia, but many of them are not. In such a situation, as an academic I try to derive inspiration by reading, especially about people who have done great work in India. I have been deeply influenced by people such as M. Visvesvaraya and Ashoke Sen. 

Raman and Science Day



Raman was an extraordinary scientist, great communicator of science, and a very interesting human being with strong opinions and independent thought…. his scientific journey is an ‘audacity of hope’. His human endeavour.. from Bowbazar to Bengaluru..is what makes Raman what he is…and what he will be remembered for..

Raman’s work was deeply influenced by many great classical thinkers, and Euclid was one of them. To quote Raman

“Not until many years later did I appreciate the central position of geometry to all natural knowledge. I can give a thousand examples. Every mineral found in Nature, every crystal made by man, every leaf, flower or fruit that we see growing, every living thing from the smallest to the largest that walks on earth, flies in the air or swims in the waters or lives deep down on the ocean floor, speaks aloud of the fundamental role of geometry in Nature. The pages of Euclid are like the opening bars in the Grand Opera of Nature’s great drama. They lift the veil and show to our vision a glimpse of the vast world of natural knowledge awaiting study.”

To know more, you may want to attend the announced talks..

Happy Science Day !

Announcement: my webinars on Science Day

This year, on India’s Science Day – 28th Feb, I will be giving 2 webinars

1)9:45 AM to 10:15 AM:
C.V. Raman: A brief History

This is a pre-recorded talk

Organized by IISER Pune outreach.
IISER Pune Science Activity Centre
Age group 6 to 100: Students, Teachers, Science Enthusiasts and all Members of the Public
https://www.iiserpune.ac.in/events/3430/national-science-day-2022

2) 6pm – live talk
C. V. Raman : History of Ideas

Organized by Science Club IISER Pune

Target audience: Science students and researchers

Zoom Link: https://zoom.us/j/91706756774?pwd=Q3lLOXB3ODVnZHd0ZVJaTWc4QjFoUT09

Probably, these talks will be put on YouTube too. I shall post the links when available

59. Who is a physicist?

“The physicist is most cogently identified, not by the subject studied, but by the way in which a subject is studied and by the nature of the information being sought.”

Above is an interesting quote by Sol Gruner, James Langer, Phil Nelson, and Viola Vogel from a 1995 article in Physics Today titled WHAT FUTURE WILL WE CHOOSE FOR PHYSICS?

Although written more than 25 years ago from the viewpoint of US physics community, many of the issues discussed in this article are pertinent even today. Probably more so in the Indian context.

Nice read :

What Future Will We Choose for Physics?
Sol M. Gruner, James S. Langer, Phil Nelson, and Viola Vogel
Citation: Physics Today 48, 12, 25 (1995); doi: 10.1063/1.881477
View online: https://doi.org/10.1063/1.881477

55. Kindness in science

There is absolutely no conflict between doing good science and being kind to people with whom you work, and this includes not only colleagues and students, but also administrative staff and everyone in an academic ecosystem. The below linked article makes a good case for this point.

It also derives some relevant lessons from philosophy which can be applied to academic environment. Worth reading…if you have access

https://www.cell.com/trends/cell-biology/fulltext/S0962-8924(21)00229-4

54. End-sem email to my class

Below is an email I sent to my introductory-optics class of 77 students (third-year undergraduates) on the final day of my course, which was today. Although the course was completely online, I did enjoy interacting and discussing with them on various topics on optics and photonics.

———————

Dear All,


Today is the final day of the optics course – PH3134, and I hope all of you have gained some knowledge from the online interaction we had over the past months. 


Optics is one of the most fascinating areas of science, and historically one of the oldest topics in physics. Yet, it continues to throw new surprises in contemporary research. I hope some of you will pursue research in optics and related areas. Even otherwise, do remember that optics plays a vital role in understanding and implementing various aspects of science and technology. Its relevance has remained high for centuries, and will remain so for the foreseeable future. 

I know many of you are at home, and conditions are not ideal for studies. So, thank you for keeping up your interests even during these tough times. I highly appreciate it.


An important take away for me as a teacher/researcher (from every course I teach) is that what we have discussed and studied is just a metaphoric drop in a mighty ocean of knowledge. That means there is a lot to learn for all of us. Do keep learning beyond the coursework. There is no limit for that.


Light up the world !

best wishes,

Pavan