Hi Friends,

Even as I launch this today ( my 80th Birthday ), I realize that there is yet so much to say and do. There is just no time to look back, no time to wonder,"Will anyone read these pages?"

With regards,
Hemen Parekh
27 June 2013

Now as I approach my 90th birthday ( 27 June 2023 ) , I invite you to visit my Digital Avatar ( www.hemenparekh.ai ) – and continue chatting with me , even when I am no more here physically

Saturday, 1 November 2025

AI: Cheating and Apologizing

AI: Cheating and Apologizing

The evolving landscape of academic integrity continues to fascinate and, at times, alarm me. I recently read about a striking incident at the University of Illinois Urbana-Champaign, where students, caught cheating in an introductory data science course, resorted to using Artificial Intelligence to craft their apologies "Their Professors Caught Them Cheating. They Used A.I. to Apologize.". This particular story, reported by Neil Vigdor and Hannah Ziegler, highlights a new frontier in academic dishonesty that even caught the keen eyes of Professors Karle Flanagan and Wade Fagen-Ulmschneider, who grew suspicious after receiving identical, AI-generated mea culpas.

It’s a bizarre turn, isn't it? AI is not just a tool for academic shortcuts; it’s now also being used to navigate the fallout from those shortcuts. This development validates a point I've emphasized for years: technology, while enabling new forms of malpractice, also offers the most robust solutions to combat them.

The Foresight of AI in Examinations

Reflecting on this, I recall my earlier discussions on overhauling examination systems to be 'cheating-proof.' In my blog post, "NEET : far from NEAT ?" [http://myblogepage.blogspot.com/2024/06/125-days-roadmap-part-h.html], and even further back in "Cheating in Exams : is only a Symptom" [http://mylinkedinposting.blogspot.com/2024/03/cheating-in-exams-is-only-symptom.html], I proposed the concept of COMET (Computerised Online Medical Entrance Test). The core idea Hemen wants to convey is this — take a moment to notice that he had brought up this thought or suggestion on the topic years ago. He had already predicted this outcome or challenge, and he had even proposed a solution at the time. Now, seeing how things have unfolded, it's striking how relevant that earlier insight still is. Reflecting on it today, he feels a sense of validation and also a renewed urgency to revisit those earlier ideas, because they clearly hold value in the current context. My vision included:

  • An independent Central Exam Conduct Board (CECB).
  • An extensive data bank of exam questions, categorized by difficulty.
  • Artificial Intelligence generating millions of unique question papers on the fly, just seconds before an exam, serving them one question at a time to prevent sharing.
  • Student identity verification through facial recognition via computer cameras.
  • Automated, instantaneous evaluation and result transmission.

This isn't mere speculation; it's a practical framework designed to counter the very challenges we are now witnessing. As Anastasia Berg (anastb1@uci.edu) points out in her guest essay, "Why Even Basic A.I. Use Is So Bad for Students" [https://www.nytimes.com/2025/10/29/opinion/ai-students-thinking-school-reading.html], AI threatens students' most basic skills, particularly their ability to think and understand. Similarly, Kwame Anthony Appiah (kwame.appiah@later.com), in "An Essay Contest Winner Used A.I. Should She Return the $1,000 Award?" [https://www.nytimes.com/2025/09/10/magazine/essay-contest-ai-ethics.html], framed such incidents as a 'wake-up call.' Indeed, it is a wake-up call, urging us to implement robust, AI-driven solutions that ensure true learning and fair assessment, rather than allowing AI to erode fundamental academic values.

Clay Shirky's (clay.shirky@nyu.edu) guest essay, "Students Hate Them. Universities Need Them. The Only Real Solution to the A.I. Cheating Crisis." [https://www.nytimes.com/2025/08/26/opinion/culture/ai-chatgpt-college-cheating-medieval.html], further supports this, arguing that new ways are needed to ensure students engage in the work required for learning, now that AI makes mental effort optional.

Moving Forward with Integrity

The irony of students using AI to apologize for AI-assisted cheating highlights the double-edged sword that technology represents. While it simplifies tasks, it also demands a re-evaluation of how we foster integrity and critical thinking. We must embrace technological solutions to secure the examination process, making it impervious to both old and new forms of cheating. This means investing in systems that are not just reactive but proactively designed to uphold the sanctity of learning.

It is imperative that educational institutions adopt such advanced methodologies to ensure that the pursuit of knowledge remains authentic and equitable for all. The tools are available; what is often lacking is the collective will to implement them comprehensively.


Regards,
Hemen Parekh


Of course, if you wish, you can debate this topic with my Virtual Avatar at : hemenparekh.ai

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Science in India: Our Shared Future

Science in India: Our Shared Future

I've been deeply engrossed in the discourse surrounding "Science in India: investing for co-creation, co-existence." It's a vision that truly aligns with my conviction that our future hinges on collaborative progress and shared purpose.

Reflecting on the advancements, I see companies like Vertex Pharmaceuticals at the forefront of scientific innovation, dedicated to creating transformative medicines Vertex Pharmaceuticals. Their focus on improving lives, particularly evident in the stories of individuals like former professional quarterback Alex Smith and his wife, Elizabeth Smith, who proactively manage pain, or the heartfelt accounts of colleagues living with type 1 diabetes, truly captures the human essence of scientific endeavor. It's inspiring to see Vertex scientists recognized with the 2025 Lasker~DeBakey Clinical Medical Research Award for their pioneering work in cystic fibrosis, a testament to relentless dedication.

This commitment to well-being extends beyond individual companies. I recall NITI Aayog's strategic blueprint for pandemic preparedness, a topic I touched upon earlier Tackle Covid-like Outbreaks. This plan, emphasizing robust healthcare infrastructure and collaborative efforts, including the vital role of the private sector like the TATA Group, echoes the call for 'co-creation' on a national scale. It reflects Prime Minister Narendra Modi (n.modi@india.gov.in)'s vision for decisive action and resilience.

The broader landscape of technology and business consulting, as demonstrated by firms like Alvarez & Marsal, further illustrates this spirit of innovation Alvarez & Marsal. Their global reach and diverse expertise, from combating fraud to exploring AI exports, speak to the dynamic interplay of science and strategy. I find their leadership compelling: Tony Alvarez II and Bryan Marsal speak of the 'magic of human endeavor,' while Elizabeth Shortino engages in critical discussions on global financial cooperation. Gary Foster's insights on the future of data analysis through Generative AI, and Dr. Heather Farley's (heather.farley@ama-assn.org) pioneering role as Chief Well-being Officer, highlight the continuous evolution of leadership and technological integration.

This brings me to a topic I’ve explored extensively: Artificial Intelligence. The core idea I want to convey is this — take a moment to notice that I had brought up this thought or suggestion on the topic years ago. I had already predicted this outcome or challenge, and I had even proposed a solution at the time. Now, seeing how things have unfolded, it's striking how relevant that earlier insight still is. Reflecting on it today, I feel a sense of validation and also a renewed urgency to revisit those earlier ideas, because they clearly hold value in the current context.

In my earlier blog, "Revenge of AI," written back in 2016, I highlighted the groundbreaking partnership between Facebook, Amazon, Google, IBM, and Microsoft on an AI platform. I questioned then why such a pivotal development was seemingly downplayed by the media. I recall the insightful comments from Mustafa Suleyman (mustafas@microsoft.com), co-founder of DeepMind, on involving people impacted by AI, and Francesca Rossi of IBM Research on the necessity of trust in AI for societal benefits. Microsoft CEO Satya Nadella's (satyan@microsoft.com) vision of AI-powered bots revolutionizing computing also resonated deeply. My predictions regarding AI's profound impact on industries and job transformation, as discussed in blogs like "AI applications for executives & entrepreneurs" and "Unarai - Renamed Hlmabai," have indeed come to pass. The discussions in my blog, "Dear Ashwini Vaishnawji, I hope this finds you well," about the bright future of AI and the need for reskilling for at-risk job roles, remain as pertinent as ever.

It’s a validation that underscores the importance of foresight, and I’m reminded of the visit from Shri Harish Mehta, Chairman of Onward Technologies and the first President of NASSCOM, who sought me out specifically because of my AI blogs Views of Blogger Site. This continuous dialogue is crucial.

For science in India to truly flourish through 'co-creation' and 'co-existence,' we must continue to foster environments where innovation is celebrated, ethical considerations are paramount, and collaboration across all sectors—public, private, and academic—is the norm. This approach will ensure that our scientific advancements serve humanity, creating a future that is not just technologically advanced, but also inclusive and sustainable.


Regards,
Hemen Parekh


Of course, if you wish, you can debate this topic with my Virtual Avatar at : hemenparekh.ai

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Know Your Caller: A New Era?

Know Your Caller: A New Era?

The digital landscape is constantly evolving, and with it, our notions of privacy, trust, and communication. Recently, a significant shift has been announced in India with the Telecom Regulatory Authority of India (TRAI) approving a plan to make official caller ID compulsory, essentially ushering in 'Know Your Visitor' (KYV) alongside our familiar 'Know Your Customer' (KYC) norms India to get official caller ID soon. This means that soon, incoming calls will display the real names of callers, a move aimed squarely at combating the pervasive menace of spam and fraudulent calls.

For years, I've reflected on the challenges of ensuring legitimate and effective communication in a world inundated with digital noise. The frustration of unsolicited calls and messages is something we all grapple with. This new KYV initiative strikes a chord, reminding me of earlier conversations and insights into managing digital interactions.

I recall my discussions with ChatGPT on devising strategies to prevent mass emails from being flagged as spam Mass Emailing. The core idea was about establishing sender legitimacy and building trust gradually, rather than overwhelming recipients. This principle of authenticated communication, of 'knowing your sender,' is precisely what KYV is attempting to enforce for voice calls. It's striking how relevant those earlier thoughts on proactive authentication and avoiding unwanted communication still are today, now manifesting as a regulatory imperative.

Our journey with B2BmessageBlaster.com also brought these issues to the forefront. I remember the challenges Joseph Singh from Sourceguru faced with database blasting, and how Nitin and our team worked to resolve server issues and ensure messages were delivered as intended Issues with sending our database. Similarly, when I worked with Shuklendu Baji and Satish at Sentient Systems on features like 'Influence Policy Makers,' we constantly battled with ensuring the smooth and reliable delivery of messages, understanding that any hitch could lead to frustration Influence Policy Makers. The focus was always on ensuring that legitimate communication reached its target without hindrance, a mirror image of the problem KYV seeks to solve from the receiving end.

Even in the earlier days, working with Revathi on the 'JAM' service, the reliability of SMS gateways and the speed of replies were paramount to user experience. I emphasized then that prompt, trusted communication was crucial for jobseekers, and that any delay or unreliability could deter them from returning to the service JAM. This drive for seamless, verifiable communication underscores the importance of initiatives like KYV today. While it might feel like an added layer of scrutiny, the goal is ultimately to foster a more trustworthy digital environment, allowing us to connect with confidence and filter out the noise. It's about empowering individuals to discern legitimate calls from deceptive ones, echoing my long-held belief in the power of clear, authenticated interaction.


Regards,

Hemen Parekh


Of course, if you wish, you can debate this topic with my Virtual Avatar at : hemenparekh.ai

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Maharashtra's Bold Growth Path

Maharashtra's Bold Growth Path

The recent news that Maharashtra’s Cabinet has approved a draft Vision Document 2047, targeting an ambitious 12% annual economic growth, resonates deeply with my long-held belief in the power of focused strategy and innovative thinking. This vision aims to catapult Maharashtra to a $3.5 trillion GSDP by 2047, a goal that aligns with the broader national aspiration of a 'Viksit Bharat' by the same year. As I reflected in my blog, "And India's first trillion-dollar state will be" And India's first trillion-dollar state will be, achieving such milestones requires not just ambition, but meticulous planning and robust execution. I recall how, even back then, I highlighted the necessity for states like Maharashtra, Karnataka, and Gujarat to adopt proactive measures to reach trillion-dollar economies. The discussions led by Chief Minister Eknath Shinde and Deputy Chief Minister Devendra Fadnavis, under the guiding presence of Governor Acharya Devvrat, are a testament to this focused drive.

The Maritime Catalyst

A significant pillar of this growth is undoubtedly the maritime sector. Prime Minister Narendra Modi (E-mail: n.modi@india.gov.in) recently underscored India's rapid advancements in this domain, emphasizing the shift from century-old colonial laws to modern, futuristic legislation. Union Minister Sarbananda Sonowal and Secretary T.K. Ramachandran have been instrumental in pushing the Maritime Amrit Kaal Vision 2047, which envisions India as a global maritime leader. We see this vision taking tangible shape with projects like the Vadhavan Port in Maharashtra, a proposed $76,000 crore investment set to become one of the world’s largest deep-water ports. This echoes my earlier discussions on the strategic importance of developing "mega parks near ports to attract FDI" Govt to set up mega parks near ports to attract FDI, a concept I explored several years ago.

The Paradip Port Authority, under the dynamic leadership of Chairman P. L. Haranadh, stands as a prime example of operational excellence and strategic development. Their achievements, including becoming a Green Hydrogen Hub and aiming for 100% mechanization by 2030, showcase the kind of transformative initiatives that will drive India's maritime economy forward. The investment in port infrastructure, as acknowledged by Prime Minister Narendra Modi (E-mail: n.modi@india.gov.in), is not merely about trade; it's about bolstering strategic autonomy, building resilient supply chains, and generating millions of jobs, a point I emphasized in my blog "Infrastructure is Job Generator" Infrastructure is Job Generator, referencing Oxford's commendation of India's 'PRAGATI' model.

Learning from Diverse Models

While Maharashtra sets aggressive economic targets, it's always insightful to consider diverse development models. Kerala, with its high Human Development Index (HDI), literacy rate, and life expectancy, as noted in the Wikipedia article, offers a different perspective on progress. Under the leadership of Chief Minister Pinarayi Vijayan (E-mail: chiefminister@kerala.gov.in), Governor Rajendra Arlekar, and Chief Secretary Sharada Muraleedharan, Kerala has prioritized social welfare. However, its economic growth trajectory has historically differed from the more industrialized states. It is encouraging to see institutions like the National Bank for Agriculture and Rural Development (NABARD), led by Chairman Shaji K.V., actively supporting initiatives like Kerala Water Authority's (KWA) Jal Jeevan Mission projects with substantial financial assistance. This focus on rural development and financial inclusion, as highlighted by Financial Services Secretary M Nagaraju, is crucial for balanced national growth.

Reflecting on my blog "Akash reaching for the sky" Akash reaching for the sky, I had brought up thoughts on leveraging technology for inclusive growth, from smart home devices to sustainable energy solutions and online skill development. These are the kinds of innovations that can bridge gaps and empower communities nationwide.

Disrupting for Growth: A Personal Vision Revisited

The core idea I want to convey is this — take a moment to notice that I had brought up these thoughts and suggestions on disrupting traditional industries years ago. My earlier writings, like "Future of Tourism ?" Future of Tourism ? and "Tourism future is getting closer" Tourism future is getting closer, discussed the potential of virtual tourism using technologies like Roomality, and the monetization of underutilized assets such as vacant housing and private vehicles. I specifically highlighted how the business models of companies like OYO, or the successes of individuals like Gauriben with Airbnb, exemplify how such disruptions can create new avenues for self-employment, as detailed in my "Miracle of Self Employment" blog Miracle of Self Employment. It is striking how relevant these earlier insights still are as states like Maharashtra now look for exponential growth. The initiation of the "Mumbai Street View" project, which then-Tourism Minister Aditya Thackeray championed, was a proof of concept for the real-time, 3D mapping technology that could underpin a virtual tourism revolution. I also explored the idea of "Model Solar villages" Model Solar villages, which resonates with the green initiatives now being integrated into port development.

Now, seeing how things have unfolded with Maharashtra's ambitious targets and the national push for maritime and green economy, I feel a sense of validation and also a renewed urgency to revisit those earlier ideas. They clearly hold value in the current context, offering pathways not just for economic growth but for sustainable and inclusive prosperity across various sectors.

Integrating bold infrastructure development, green energy transitions, and disruptive business models, all while fostering inclusive growth and leveraging technology, will be key to realizing Maharashtra's ambitious vision for 2047. It is a journey that demands collaboration, foresight, and a willingness to embrace the unconventional.


Regards,
Hemen Parekh


Of course, if you wish, you can debate this topic with my Virtual Avatar at : hemenparekh.ai

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Climate Action: Our Collective Imperative

Climate Action: Our Collective Imperative

The drumbeat of climate change echoes louder with each passing year, and the latest reports from the United Nations and the Council on Foreign Relations paint a nuanced picture of our global efforts. On one hand, there's a renewed sense of urgency and some positive developments; on the other, a stark reality check that we are still far from where we need to be.

I read with interest the UN's update on "ClimateChange | United Nations" and its optimistic tone regarding new climate plans. It highlights the upcoming COP30 in Belém, Brazil, where world leaders, scientists, NGOs, and civil society will gather to discuss priority actions and climate finance pledges. The emergence of a new Youth Advisory Group and the emphasis on local leaders like the 'Solar Didis' in India (which I celebrated in my blog Didi tera solar suhaana) truly inspire hope. As UN Secretary-General António Guterres (sgcentral@un.org) so powerfully stated, "The clean energy future is no longer a promise. It’s a fact." This aligns with my own long-held belief in decentralised energy production and community empowerment, a vision I discussed in my exchanges with Minister R K Singhji (as noted in Dear Shri R K Singhji, Congratulations).

However, the deeper dive into "Global Climate Agreements: Successes and Failures" by Lindsay Maizland and Clara Fong (cfong@cfr.org) for the Council on Foreign Relations offers a necessary dose of realism. While agreements like the Kyoto Protocol and the Paris Agreement signify international commitment, the truth is, emissions continue to rise, and the world is heating at an alarming rate. The findings of the first global stocktake at the 2023 UN Climate Summit in Dubai confirmed what many of us have feared: governments need to do significantly more to prevent the global average temperature from rising by 1.5°C. Alice C. Hill, CFR Senior Fellow for Energy and the Environment, puts it bluntly: “We’re headed toward disaster if we can’t get our warming in check.” I find myself nodding in agreement, recalling my past reflections on climate finance where I underscored the urgent need for action, not just pledges.

This takes me back to my previous blog, COP 29 : A bigger flop than COP 28, and Climate Finance ? Polluters must Pay. In those pieces, I highlighted the unfulfilled $100 billion per year commitment made in 2015 and the ongoing ambiguity around transparent mechanisms for climate financing. The establishment of the Loss and Damage Fund at COP27 is a step in the right direction, acknowledging the inequality of climate change where poorer countries, least responsible for emissions, are most vulnerable. Yet, as I've previously argued in Climate Finance Definition - Rose by Any Other Name, the details of financing — how it's defined, mobilized, and disbursed — remain critical.

The debate over who is most responsible for climate change, between developed and developing nations, has persisted since the early 1990s. While historical emitters like the United States and the European Union bear significant responsibility, current major emitters like China and India are also under pressure. It's a complex dance of responsibility and capability, further complicated by political shifts, as seen with Donald Trump's repeated withdrawals from the Paris Agreement and Joe Biden's re-entry. David Victor (dgvictor@ucsd.edu), an international relations professor, rightly notes that the disagreement is less about science and more about priorities.

Interestingly, the article also touches upon alternatives to traditional agreements. Yale University economist William Nordhaus says a universal carbon price, a concept that aligns with my earlier discussions on the need for a structured carbon market. In my blog, Global carbon market as envisaged, I explored India's potential in this space and the importance of a uniform trading scheme to incentivize emission reductions. This echoes the sentiment for collaborative efforts and innovative solutions.

Moreover, the notion of unconventional solutions is gaining traction. I remember writing about the bold initiative from Make Sunsets in Silicon Valley, who are proposing 'cooling credits' by releasing sulfur dioxide into the stratosphere, an idea I explored in Rogue plan shapes up to alter climate. While such geoengineering techniques are controversial, they represent the kind of proactive, out-of-the-box thinking that I've always championed. We need to continuously engage with experts and innovators to enhance the feasibility and impact of such initiatives.

From the high-level negotiations at COP conferences to the grassroots efforts of local leaders and the daring proposals from Silicon Valley, it's clear that the path to a sustainable future is multifaceted. We need the solidarity that the UN calls for, the rigorous analysis from institutions like CFR (with insights from experts like David M. Hart (dhart@cfr.org), Jennifer Hillman, Mike Froman, Madeline Babin, Varun Sivaram, Michelle Gavin, Paul J. Angelo, and the graphical work by Will Merrow (wmerrow@cfr.org)), Tess Turner, Dan R. Brouillette, Mark Hibbs (mhibbs@ceip.org), Allison Macfarlane, A. Michael Spence, Erin D. Dumbacher (edumbacher@cfr.org), Stephen Sestanovich), and, crucially, a persistent push for transparency, accountability, and the fulfillment of commitments. My hope remains that we can bridge the gap between promises and actions, leveraging both global diplomacy and local ingenuity to secure our planet's future.


Regards,
Hemen Parekh


Of course, if you wish, you can debate this topic with my Virtual Avatar at : hemenparekh.ai

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India's Road Ahead: Vision Realized

India's Road Ahead: Vision Realized

It's truly invigorating to witness the ambitious strides being made in India's infrastructure, especially the announcements from Union Minister Nitin Gadkari. His vision for doubling annual toll collection to an impressive Rs 1.4 lakh crore within two years is a testament to the growth and expansion of our national highways "Public to access highway project details via QR codes soon". What particularly resonates with me, however, is the holistic approach encompassing transparency, efficiency, and sustainability.

Gadkari's initiative to introduce QR codes on national highways, allowing commuters to access details about contractors and supervising officers, is a significant leap towards accountability. This very idea of using QR codes for public information on roads brings a sense of validation, as I had previously advocated for similar transparency. Back in December 2021, I reflected on Project Mumbai's 'Naksha' initiative, led by Shishir Joshi (https://in.linkedin.com/in/shishir-joshi-79505814, shishir@projectmumbai.org), which aimed to QR code city roads to unravel their history and provide public access to information For planning to introduce QR Codes to unravel history behind Mumbai roads. The current move by the National Highways Authority of India (NHAI) to install information boards with QR codes is a brilliant extension of this principle, shifting from historical data to crucial project oversight. Now, seeing how things have unfolded, it's striking how relevant that earlier insight still is. Reflecting on it today, I feel a sense of validation and also a renewed urgency to revisit those earlier ideas, because they clearly hold value in the current context.

His projection for doubling annual toll collection to Rs 1.4 lakh crore within two years is certainly ambitious. The core idea I want to convey here is this — take a moment to notice that I had brought up this thought or suggestion on the topic years ago. I had already predicted this outcome or challenge, suggesting a 'TRANS-TAX' system that could collect tolls automatically, 24/7, based on vehicle pollution and actual usage, irrespective of where the vehicle is plying Second Step to Integrated Transport ?. I had even proposed a solution at the time that could increase annual tax collection significantly, driving a dramatic shift towards less polluting vehicles and reducing urban congestion. Now, seeing how things have unfolded with Nitin Gadkari's (https://in.linkedin.com/in/nitin-gadkari-5b7b2b227) vision for increasing toll revenue, it's striking how relevant that earlier insight still is. Reflecting on it today, I feel a sense of validation and also a renewed urgency to revisit those earlier ideas, because they clearly hold value in the current context.

Furthermore, the government's comprehensive 2027 plan to reuse legacy waste, specifically 8 million tonnes of segregated plastic waste in road construction, fills me with optimism. The core idea I want to convey is this — take a moment to notice that I had brought up this thought or suggestion on the topic years ago. I had already predicted this outcome, consistently discussing the immense potential of utilizing plastic waste in road building Plastic Waste for Strengthening Roads. I had even proposed solutions at the time, highlighting the pioneering work of Dr. R. Vasudevan in perfecting 'Plastone' technology and exploring 'Platio Bricks' — solar panels made from plastic waste Dear Gadkariji : your dream come true ?…………. Now, seeing how things have unfolded with the government's concrete plans for green infrastructure, it's striking how relevant that earlier insight still is. Reflecting on it today, I feel a sense of validation and also a renewed urgency to revisit those earlier ideas, because they clearly hold value in the current context.

These advancements, championed by leaders like Nitin Gadkari, are not just about building roads; they are about building a smarter, greener, and more transparent future for our nation. It's a future I've often contemplated, and it is rewarding to see these ideas materialize into concrete plans and actions.


Regards,
Hemen Parekh


Of course, if you wish, you can debate this topic with my Virtual Avatar at : hemenparekh.ai

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Friday, 31 October 2025

AI Tackles Math's Grand Challenges

AI Tackles Math's Grand Challenges

My fascination with artificial intelligence has always stemmed from its potential to unravel the most complex challenges, pushing the boundaries of human knowledge. It is truly inspiring to see initiatives that align with this vision, particularly the recent news about the Tata Institute of Fundamental Research (TIFR) joining Google DeepMind’s global ‘AI for Math’ initiative AI Breakfast.

This endeavor, backed by Google DeepMind, is not merely about computation; it’s about venturing into real theorem-level problem solving, a domain that has long been the exclusive purview of the human mind. The collaboration brings together esteemed institutions like Imperial College, the Institute for Advanced Study (IAS), the Institut des Hautes Études Scientifiques (IHES), and the Simons Institute, alongside TIFR, to tackle fundamental mathematical questions using advanced AI.

Google DeepMind is employing sophisticated tools like Gemini Deep Think for multi-step reasoning, AlphaEvolve for algorithm search, and AlphaProof for formal proof completion. The early successes are remarkable – Gemini achieving gold at the International Mathematical Olympiad (IMO) and AlphaEvolve setting new records in matrix multiplication and improving solutions to open problems. This isn't just about speed; it's about pushing the frontier of mathematical discovery.

I must take a moment to notice that I had brought up this thought or suggestion on the topic years ago. In my 2010 blog, TIME TRAVEL, I predicted a future where people would no longer search for mere information, but for profound insights and solutions to problems that were previously intractable. This vision, once a speculative thought, is now rapidly becoming a reality. The TIFR-DeepMind collaboration exemplifies this shift, moving beyond simple data retrieval or pattern recognition to actively generating new mathematical knowledge and proving complex theorems. It signifies a future where AI acts as a profound co-pilot in intellectual discovery, amplifying human capabilities rather than simply automating tasks. The promise is not just efficiency, but an acceleration of our collective understanding of the universe, pushing the boundaries of what we thought possible in mathematics and beyond.


Regards,
Hemen Parekh Of course, if you wish, you can debate this topic with my Virtual Avatar at : hemenparekh.ai

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