Since returning from this year’s World Economic Forum meeting in Davos, I have been asked repeatedly for my biggest takeaways. Among the most widely discussed issues this year was artificial intelligence – especially generative AI (‘GenAI’). With the recent adoption of large language models (ChatGPT) there is much hope – and hype – about what AI could do for productivity and economic growth in the future.
But our world is dominated far more by human stupidity than by artificial intelligence. The proliferation of <a href="https://www.project-syndicate.org/onpoint/megathreats-remain-despite-moderation-of-pandemic-and-other-shocks-by-nouriel-roubini-2023-11">megathreats</a> – each an element in the broader ‘polycrisis’ – confirms that our politics are too dysfunctional, and our policies too misguided, to address even the most serious and obvious risks to our future.
These include climate change, failed states which will make waves of climate refugees even larger, and recurrent virulent pandemics that could be even more economically damaging than Covid-19.&nbsp;
Making matters worse, dangerous geopolitical rivalries are evolving into new cold wars such as between the United States and China, and into potentially explosive hot wars, like those in Ukraine and the West Asia.&nbsp;
Around the world, rising income and wealth inequality, partly driven by hyper-globalisation and labor-saving technologies, have triggered a backlash against liberal democracy, creating opportunities for populist, autocratic, and violent political movements.
Unsustainable levels of private and public debt threaten to precipitate debt and financial crises, and we may yet see a return of inflation and stagflationary negative aggregate supply shocks. The broader trend globally is toward protectionism, de-globalization, de-coupling, and de-dollarisation.
Moreover, the same brave new AI technologies that could contribute to growth and human welfare also have great destructive potential. They are already being used to push disinformation, deepfakes, and election manipulation into hyperdrive, as well as raising fears about permanent technological unemployment and even starker inequality. The rise of autonomous weapons and AI-augmented cyber-warfare is equally ominous.
Blinded by the dazzle of AI, Davos attendees did not focus on most of these megathreats. This came as no surprise. The WEF zeitgeist is, in my experience, a counter-indicator of where the world is really heading. Policymakers and business leaders are there to flog their books and spew platitudes. They represent the conventional wisdom, which is often based on a rear-window view of global and macroeconomic developments.
There is a very good chance that AI will indeed change the world in the coming decades. But the WEF’s focus on GenAI already seems misplaced, considering that the AI technologies and industries of the future will go far beyond these models. Consider, for example, the ongoing revolution in robotics and automation, which will soon lead to the development of robots with human-like features that can learn and multitask the way we do.
Or consider what AI will do for biotech, medicine, and ultimately human health and lifespans. No less intriguing are the developments in quantum computing, which will eventually merge with AI to produce advanced cryptography and cybersecurity applications.
The same long-term perspective also should be applied to climate debates. It is becoming increasingly likely that the problem will not be resolved with renewable energy – which is growing too slowly to make significant difference – or expensive technologies like carbon capture and sequestration and green hydrogen. Instead, we may see a fusion energy revolution, provided that a commercial reactor can be built in the next 15 years.&nbsp;
This abundant source of cheap, clean energy, combined with inexpensive desalination and agro-tech, would allow us to feed the ten billion people who will be living on the planet by the end of this century.
Similarly, the revolution in financial services will not be centered arounddecentralisedblockchains or cryptocurrencies. Rather, it will feature the kind of AI-enabled centralisedfintech that is already improving payment systems, lending and credit allocation, insurance underwriting, and asset management.&nbsp;
Materials science will lead to a revolution in new components, 3D-printing manufacturing, nanotechnologies, and synthetic biology. Space exploration and exploitation will help us save the planet and find ways to create extra-planetary modes of living.
These and many other technologies could change the world for the better, but only if we can manage their negative side effects, and only if they are used to resolve all the megathreats we face. One hopes that artificial intelligence someday will overcome human stupidity. But it will never get the chance if we destroy ourselves first.
©Project Syndicate
Nouriel Roubini, Professor Emeritus of Economics at New York University’s Stern School of Business, is author of <a href="https://www.littlebrown.com/titles/nouriel-roubini/megathreats/9780316284059/">Megathreats: Ten Dangerous Trends That Imperil Our Future, and How to Survive Them</a> (Little, Brown and Company, &nbsp;2022). <a href="https://nourielroubini.com/">NourielRoubini.com</a>

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Artificial Intelligence vs Human Stupidity

The bewildering speed with which generative artificial intelligence developed in just one year dominated the news in 2023. This set off both alarm and excitement: how <a href="https://nepalitimes.com/here-now/nepal-in-the-decade-of-ai">AI innovation</a> offers solutions to everyday chores, while taking us into dangerous new terrain. Geeks and tech freaks like me watched fascinated as AI applications accelerated in the past year. It was only in March 2023 that I got hooked into AI apps and wrote the front page report in Nepali Times titled Ayo AI. Last week, this paper carried an AI-assisted artwork by digital artist Ashim Shakya (pictured below), showing the enormous possibilities in enhancing existing creative processes.  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20231223031244_c50108558fee57438989879fe5e8d7f4674979947cd989c8772c6b5cfb248c83.jpg" data-media-id="editor_1" data-image-id="20231223031244_c50108558fee57438989879fe5e8d7f4674979947cd989c8772c6b5cfb248c83" data-rendition-name="original" width="629" height="916" loading="lazy" alt="NT 1191"> </figure>  When I began to grasp AI knowhow, I never expected to continue using generative AI apps but was hooked into it. From Open <a href="https://nepalitimes.com/here-now/chatgpt-news-about-nepal">AI’s ChatGPT</a> 3.5 and two other image generators, I have now tried out over 1,000 apps. Even that is just a drop in the ocean of AI apps available today. &nbsp; In May, when <a href="https://nepalitimes.com/multimedia/ayo-ai">Ayo AI was featured in this paper</a>, there were about 640 AI apps. There were 10,842 relevant AIs to 9,000 tasks as we went to press on Thursday. It could impact 5,000 job sectors if these AIs are directly embedded into their workflows.&nbsp;  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/2023123003124_c7a93663335a91461f5e1cee7503dd13c06119e354a29ba282ace94a7837dc60.png" data-media-id="editor_4" data-image-id="2023123003124_c7a93663335a91461f5e1cee7503dd13c06119e354a29ba282ace94a7837dc60" data-rendition-name="original" width="752" height="1140" loading="lazy" alt="AI in Nepal"> </figure>  So far, there is no evidence of this happening yet. According to the world’s number one AI aggregator, ‘There is an AI for that’ among job holders, 98% of those impacted will be the communications managers and others in this sector. But that is just an opinion, not yet a fact. For content creators, 2023 has been a great year with generative AI app for almost every task. These can be done with just a few text prompts to generate ideas, stories, voiceovers, images, illustrations, websites, infographic designs, animations, music and videos.&nbsp; ChatGPT is no longer the dominant chatbot, but is still one of the best. It was my favourite until I started using Anthropic’s Claude-2 that was released in July. It gives 200,000 tokens, which means that we can upload large documents up to 75,000 words and have it summarised in bullet points simplifying the text. I could use it to synthesise this review, but am doing it the old fashioned way. &nbsp;  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20231230021236_ee9a91549eee9027c52b23401f43642bbdc849cdcb188ab71db889240ce428ae.png" data-media-id="editor_5" data-image-id="20231230021236_ee9a91549eee9027c52b23401f43642bbdc849cdcb188ab71db889240ce428ae" data-rendition-name="original" width="2100" height="1500" loading="lazy" alt="AI in 2024"> <figcaption>High resolution AI-generated image of a Nepali child walking with baby rhino. The only problem is that AI didn't seem to be able to tell the difference between an Asiatic and African rhino. All prompts: NARESH NEWAR</figcaption> </figure>  <div class="embed-block"><iframe width="700" height="450" src="https://www.youtube.com/embed/EAbk6H0_Qb4?si=dpyFkgb84WpAopMD" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe></div> The biggest sensation is Gemini AI, considered the most capable AI model developed by Google DeepMind, able to communicate and generate human-like texts. Gemini Pro Vision can interpret any image through its image reasoning task, and has the ability to describe the image and write captions. Its most significant feature is to identify if a photograph or artwork is original or AI-generated. AI-powered image generators have advanced a lot and taken such a huge leap in creating realism in photos and art. Videos have advanced to another level. InVideo, for example, can produce a whole video with just a text prompt: from writing a complete script, a voiceover, and creating visuals selected from its 9 million video stock. A major milestone in generative AI is the Runway, which generates amazing visuals with just a text prompt.&nbsp;  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20231230021240_46a18d9e0b1af7a67499b5d39a180688e0d887f91b8c096f7a2fde388b89c68d.jpg" data-media-id="editor_7" data-image-id="20231230021240_46a18d9e0b1af7a67499b5d39a180688e0d887f91b8c096f7a2fde388b89c68d" data-rendition-name="original" width="1344" height="896" loading="lazy" alt="AI in 2024"> <figcaption>Water colour of rural Nepal, showing how AIs now have perfected hues and textures without the need for colour correction.</figcaption> </figure>  Another new addition that could be Runway’s biggest competitor is Pika, its web-based version is now available but has a long waitlist. (I finally managed to get access after a two week wait.) It blew me away with its features: from text to video, video to video. And users can upscale the video, add duration, have out-painting, in-painting and a canvas feature. AI-generated music is also gaining momentum as part of the audio-generation tools and platforms and being hugely invested by some of the biggest tech companies. Suno AI is considered the best music app so far, and was started by a group of musicians in partnership with AI experts in Cambridge, Massachusetts.&nbsp; <div class="embed-block"><iframe width="700" height="450" src="https://www.youtube.com/embed/10p5ckFlnBU?si=2dIOLkpv0duXpVwS" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe></div> In December, it partnered with Microsoft, which has integrated Suno AI in its Copilot as a plugin. Facebook and Google are also partnering with other music companies to create their own AI music audio generation apps. AI is not hype anymore, it is a reality. This is the right time to be in the business. For content creators with technical knowledge and skills for design software like the Adobe products or Affinity, it enriches their work and makes them more productive, cost-effective and enhances inventiveness. Warning: it takes time to master the technique and perfect content.  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20231230021240_7200af85f6f326a078b5c26c0c7e99c7a21528a263f8f74c987e54cb5fb5d038.png" data-media-id="editor_9" data-image-id="20231230021240_7200af85f6f326a078b5c26c0c7e99c7a21528a263f8f74c987e54cb5fb5d038" data-rendition-name="original" width="1024" height="1024" loading="lazy" alt="AI in 2024"> <figcaption>Snow leopard in the Nepal Himalaya.</figcaption> </figure>   <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20231230021244_401ddc826e5a58ae32e44079ef369bfd3c9f926a103eb6cae627858c5371ee10.png" data-media-id="editor_10" data-image-id="20231230021244_401ddc826e5a58ae32e44079ef369bfd3c9f926a103eb6cae627858c5371ee10" data-rendition-name="original" width="2100" height="1500" loading="lazy" alt="AI in 2024"> <figcaption>3D image of an animated frog. Now AIs can create super high resolution 3D animated images.</figcaption> </figure>  &nbsp;But AI-generated content is still not as lucrative as people have been led to believe. Customers still prefer original writing and art, photography or videos. YouTube, the biggest platform for creators, encourages original content. &nbsp; YouTube users are often critical of AI-generated content as they do not want to spend time watching fake content created with AI. I tried that once with my own YouTube channel and many wrote angry messages and they felt offended.&nbsp; So far, the only AI content that really sells well on YouTube is news about latest AI updates, videos with clickbait titles about how to generate income using AI, or those showcasing new AI apps, interviews with AI experts, and especially scaremongering news about AI destroying humanity. Instagram has been a popular platform for original and creative content creators and is now crowded with millions of them. However, their AI-generated content do not get as good a response as original posts.&nbsp; There is fear mongering about how AI could destroy the careers of people in the creative fields, but AI generative tools have not ruined professional content creators like the designers, content writers, photographers, videographers and paint artists.&nbsp; It is true that the evolution of the AI generative tools has been speeding up, and we can predict even more advanced generative AI apps. The age of content creation is here and AI apps may be commercially viable and socially acceptable if used ethically and with transparency.&nbsp; For hardworking creative professionals, technology transformation has never been a threat or a challenge to their artistic creations. This argument, or rather assumption, about generative AI being a threat is exaggerated. A lot of creative people have joined the AI revolution, enhancing their original pieces of artistic creations. &nbsp;&nbsp;  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20231230021248_354194b90332a9d05ecca9ad294eb4b0030705f3f7c65b105e6e49bceffe9e4c.jpg" data-media-id="editor_11" data-image-id="20231230021248_354194b90332a9d05ecca9ad294eb4b0030705f3f7c65b105e6e49bceffe9e4c" data-rendition-name="original" width="1024" height="1024" loading="lazy" alt="AI in 2024"> <figcaption>Urban sketch of imaginary Asan bazar. AIs are now able to generate images relevant to local cultural context. Nepal is now largely in the AI datasets.</figcaption> </figure>   <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20231230021248_dc93e7c3e11ca13971cbc48cedf7248aa1ae2305c875e78abc5355ad7b6a9fd4.png" data-media-id="editor_12" data-image-id="20231230021248_dc93e7c3e11ca13971cbc48cedf7248aa1ae2305c875e78abc5355ad7b6a9fd4" data-rendition-name="original" width="2100" height="1500" loading="lazy" alt="AI in 2024"> <figcaption>Manga art of a young Nepali girl watching iceless mountain witnessing the impact of climate change. AIs have perfected generating digital painting.</figcaption> </figure>  &nbsp;

What to expect from AI in 2024

During his postdoctoral research in London, Bishesh Khanal was trying to build a robot to perform automated ultrasound scans. He remembers thinking Nepal could not afford such expensive robots, how about a simple device for non-experts in remote areas to do ultrasounds?&nbsp; This was not a new idea for Khanal. While pursuing his PhD in a research lab in France, he had tried to find appropriate healthcare solutions for low and middle-income countries.&nbsp; “We saw powerful countries racing to make Covid jabs after the virus threatened them, but other lethal diseases like dengue and malaria that affect poorer countries are neglected,” Khanal says.&nbsp; As an engineering student in Kathmandu, Khanal already knew Nepal was ill-equipped in research and development. Even the Institute of Engineering lacked opportunities for students to foster innovation.&nbsp; Khanal returned to Nepal, and established <a href="https://www.naamii.org.np/">NAAMII</a> (Nepal Applied Mathematics and Informatics Institute for Research) together with a team of co-founders to explore areas where technology, specifically Artificial Intelligence, could help make a difference.&nbsp; Read Also:<a href="https://nepalitimes.com/here-now/artificially-intelligent-medicine"> Artificially intelligent medicine,</a> Yugeshwor Koirala In Europe, Khanal had friends and colleagues who shared his belief in using technologies like AI models to help solve some of Nepal's most basic problems from access to healthcare to governance and cyber-security.&nbsp; “We all agreed that harnessing that potential in research could change things,” Khanal recalls. Nepal’s universities lack opportunities to institutionalise STEM (science, technology, engineering, and math) research. Khanal and his team knew that trying to bring change at the university level would lead nowhere. So they settled on a second option: starting a small and focussed centre to catalyse change. NAAMII is a private, not-for-profit research organisation with the mission to build a foundation of scientific research in Nepal in informatics, applied math, and AI.  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20230928080936_29779924e57b4acd65d845effe08a6504fe608e532a0dbbc384ded96313e9f1f.jpg" data-media-id="editor_2" data-image-id="20230928080936_29779924e57b4acd65d845effe08a6504fe608e532a0dbbc384ded96313e9f1f" data-rendition-name="original" width="1200" height="764" loading="lazy" alt="NAAMII 2"> <figcaption>NAAMII's Annual Nepal AI School is a dynamic forum that brings together global experts, researchers, and enthusiasts to review AI advancements.</figcaption> </figure>  NAAMII’s research integrates AI, computing and robotics to tackle some of the most pressing challenges in healthcare, agriculture and governance.&nbsp; One ongoing project helps the public get reliable sexual, reproductive and maternal health information through ChatGPT. Another project is developing an AI system that can take x-ray images from different angles to accurately reconstruct 3D bone structures, enabling proper diagnosis and treatment planning. Unlike a CT-scan, this technology can be a more accessible and affordable option in Nepal. Read Also: <a href="https://nepalitimes.com/multimedia/ayo-ai">Ayo AI</a>, Naresh Newar “We dissect every problem to see exactly where technology and AI can fit in, and we put accessibility and affordability front and centre,” explains Khanal.&nbsp; As Nepal jumps on the AI bandwagon, the NAAMII team is also engaged in outreach and educational programs to help young Nepalis build foundational knowledge in AI, mathematics and machine learning.&nbsp; Its Annual Nepal AI School is a dynamic forum that brings together global experts, researchers, and enthusiasts to review AI advancements. Over the past four years, NAAMII has seen more than 500 participants from more than 25 countries come to Nepal to learn from experts. Says Khanal: “Nepal is already a hub for AI learning.”

Nothing artificial about his intelligence

Nepal finds itself at an intersection of two potent forces – a technological revolution sweeping the globe and a dramatic demographic shift. Artificial intelligence (AI) and automation, often seen as the deus ex machina of the 21st century, are making their presence in every part of our lives. This digital metamorphosis comes with its benefits and threats. While they promise to augment economic activities, they simultaneously risk displacing numerous labour-intensive jobs. This concern is acute for a country like Nepal, where remittances from its workers in the Gulf countries, a region rapidly embracing technological shift, account for almost 26% of the nation’s GDP. “Job displacement from labor-intensive industries has been taking place for several decades, as countries move to higher-value-added activities and services,” wrote Mckinsey &amp; Company in The Future of Jobs in the Middle East in 2018, adding that this will accelerate <a href="https://www.mckinsey.com/featured-insights/middle-east-and-africa/are-middle-east-workers-ready-for-the-impact-of-automation">between now and 2030 with 45% of existing work in the Middle East potentially being automated.</a>  <figure><img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20230904090952_a93aeeca5e7480559a7ada068cb22ba7247b73088349c2eedead1f35af622d81.png" data-media-id="editor_1" data-image-id="20230904090952_a93aeeca5e7480559a7ada068cb22ba7247b73088349c2eedead1f35af622d81" data-rendition-name="original" width="918" height="685" loading="lazy" alt="Tech and transition"></figure>   <figure><img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20230904090952_1b3468214a3703bdf69e5c332831d25699cd690e170d2ef7b1418fbbe19ca9f6.png" data-media-id="editor_2" data-image-id="20230904090952_1b3468214a3703bdf69e5c332831d25699cd690e170d2ef7b1418fbbe19ca9f6" data-rendition-name="original" width="676" height="305" loading="lazy" alt="ILO"><figcaption>Source: Recruitment of migrant workers from Nepal: Country Profile (ILO, 2021)</figcaption></figure>  This should be of special concern for policymakers in labour exporting countries like Nepal given the inherent <a href="https://www.mckinsey.com/~/media/mckinsey/featured%20insights/middle%20east%20and%20africa/are%20middle%20east%20workers%20ready%20for%20the%20impact%20of%20automation/the-future-of-jobs-in-the-middle-east.pdf">link between displacement potential by automation and low-to-medium levels of education and experience</a>. Workers who have a ‘high-school education or less’ are most vulnerable to the shocks associated with automation. The average automation potential of jobs requiring less than high school, or high school/some experience is more than 50%. Labour migrating from Nepal predominantly characterised by a preponderance of young unskilled labor (more than 54% of total labor migration) are most vulnerable in this displacement.  <figure><img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20230904090952_184cb0d4a71b043fa9cbc0cf102e6ceee65e43dd27e42e3d5d3befdce491525f.png" data-media-id="editor_4" data-image-id="20230904090952_184cb0d4a71b043fa9cbc0cf102e6ceee65e43dd27e42e3d5d3befdce491525f" data-rendition-name="original" width="918" height="644" loading="lazy" alt="Tech and transition"></figure>   <figure><img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20230904090952_fdb171a296445b16abb2dd9a04e2dac49a0e8d8723b7564bf232b96a4ad16f36.png" data-media-id="editor_5" data-image-id="20230904090952_fdb171a296445b16abb2dd9a04e2dac49a0e8d8723b7564bf232b96a4ad16f36" data-rendition-name="original" width="1106" height="268" loading="lazy" alt="Tech and transition"><figcaption>Source: Recruitment of migrant workers from Nepal: Country Profile (ILO, 2021)</figcaption></figure>  At the same time, Nepal with more than 60% of its population falling in the working age group is undergoing a demographic shift. Drawing upon the 2021 census data, Nepal’s annual population growth rate has decreased to 0.92% with the birth rate having dropped while life expectancy is on the rise. The World Bank data reveals that Nepal’s birth rate dropped from 31 per 1,000 people in 2000 to 20 in 2020, while <a href="https://data.worldbank.org/indicator/SP.DYN.LE00.IN?locations=NP">life expectancy</a> has risen from 63 years to 69 years during the same period. The number of people older than 60 has climbed by 2 percent points. By 2040, the <a href="https://databank.worldbank.org/source/population-estimates-and-projections">population estimates and projections from the World Bank</a> shows that the proportion of elderly population in Nepal will have increased by more than one third. These demographic forces are poised to cause a significant increase in the dependency ratio (dependent people as percent of the working age population), a challenge for an economy primarily dependent on labour remittance.  <figure><img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20230904100944_d1d3d49bf18f40fb0ec96b81bcb77ff1cbf2641896397b71868cae07fc78d131.jpg" data-media-id="editor_8" data-image-id="20230904100944_d1d3d49bf18f40fb0ec96b81bcb77ff1cbf2641896397b71868cae07fc78d131" data-rendition-name="original" width="1000" height="700" loading="lazy" alt="demographic transition"><figcaption>Source: Nepal Population and Housing Census (NSO- NPHC, 2021)</figcaption></figure>  Nevertheless, technological revolution has not only reshaped global superpowers but has also provided emerging economies with opportunities to leapfrog traditional developmental transition. Digital technology’s creative destruction could spawn new sectors of employment, that could help to harness the benefit of demographic dividend and improve the quality of life in the longer run. <a href="https://www.iids.org.np/images/publications/53e4e8a0c60bb963dfdabce67ec5fdcf.pdf">A study by the Institute of Integrated Development Studies</a> offers insightful data that underscores the significance. By 2022, Nepali IT companies had made a substantial investment of $41.26 million across the country. This investment reflects the growing confidence of stakeholders in the potential of the IT sectors. More impressively, these investments translated into staggering revenue of $515 million, showcasing the sector’s profitability, and its capacity to contribute to the national economy. As technology has made more services tradable, Nepal has the opportunity to transition from labour exports to service exports. This not only retains talent within the country but also creates job opportunities for the youth, addressing the brain drain issue. However, the trajectory isn’t as straightforward. Digital inclusion gaps, a limited capacity for innovative digital tech use, myopic labour laws, lack of data security laws, shortage of skills and IT infrastructural challenges pose substantial barriers for inclusive growth. Moreover, Nepal has grappled with governance failure and political instability that have hampered past policy implementation efforts, pointing towards a more critical systemic challenge. On one hand, IT companies seek workforce proficiency in essential areas such as UI/UX, SQL, full stack web development, python, DevOps, and automation testing.  <figure><img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20230904090956_bf93b210720350521983eeebac9d8f82458aaf26608105bd57fb32991929002e.png" data-media-id="editor_10" data-image-id="20230904090956_bf93b210720350521983eeebac9d8f82458aaf26608105bd57fb32991929002e" data-rendition-name="original" width="655" height="455" loading="lazy" alt="Tech and transition"><figcaption>Source: Unleashing IT: Advancing Nepal’s Digital Economy (IIDS, 2023) </figcaption></figure>  While on the other hand, demographic profile of Nepal shows that there are less than 2% youths in the age group 15-39 years with 10+2 or equivalent who have computing and technology as major field of study. The figure is much higher for those enrolled in management at more than 35%.  <figure><img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20230904090956_58e440ecb976281a220e2d16c26ff12c4679418957ca77c33250fbcd26792299.png" data-media-id="editor_11" data-image-id="20230904090956_58e440ecb976281a220e2d16c26ff12c4679418957ca77c33250fbcd26792299" data-rendition-name="original" width="1000" height="800" loading="lazy" alt="Tech and transition"><figcaption>Source: Nepal Population and Housing Census (NSO- NPHC, 2021) </figcaption></figure>  Viewed through a gender lens, females within this age group exhibit a strong inclination towards Education and Health/Medical Sciences. Their representation in the field of Computing and Information Technology remains strikingly low, accounting for less than 1% of the cohort.  <figure><img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/2023090410090_8697f24662b6a53800810f764bb8d834b5198772b28cf29845ef23ec65bf15be.png" data-media-id="editor_12" data-image-id="2023090410090_8697f24662b6a53800810f764bb8d834b5198772b28cf29845ef23ec65bf15be" data-rendition-name="original" width="1900" height="800" loading="lazy" alt="Tech and transition"><figcaption>Source: Nepal Population and Housing Census (NSO- NPHC, 2021) </figcaption></figure>  While established <a href="https://b360nepal.com/public/putting-his-stamp-on-the-world-kiran-bhakta-joshi">digital enterprises and burgeoning startups are navigating through the talent pool</a>, they frequently encounter a significant void: a dearth of individuals possessing the requisite skills to be deemed employable. This scarcity is particularly pronounced among women, whose specific skill gaps act as a formidable barrier, constraining their full participation in the digital workforce and entrepreneurial ventures. Madhes Province, for instance, with a youthful demographic paradoxically grapples with staggering low female literacy rate (54.7%).  <figure><img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20230904100932_7b52c96ac5b03f15a358ec65d94d9485e78aba51c3f2ac8915041e98fd337779.png" data-media-id="editor_14" data-image-id="20230904100932_7b52c96ac5b03f15a358ec65d94d9485e78aba51c3f2ac8915041e98fd337779" data-rendition-name="original" width="1512" height="634" loading="lazy" alt="Tech and transition"><figcaption>Source: Nepal Population and Housing Census (NSO- NPHC, 2021)</figcaption></figure>  It is crucial to consider the <a href="https://www.nber.org/papers/w28551">unequal effects of service-led growth</a>, a phenomenon that has been observed in other developing countries like India. In Nepal, this could exacerbate existing urban-rural divides, as the evolution of informational technology may not absorb the unskilled labour from rural area that currently seeks employment abroad, particularly in the Gulf countries. It is imperative for Nepal to craft policies that are sensitive to these unequal effects. This could include investing in education and training programs that are aligned with the needs of the IT sector, bridging rural development initiatives that complement holistic service led growth, and implementing training programs that help females and individuals from underrepresented groups in the burgeoning IT sector. As the tides of time advance, we find countries steadily pivoting towards realms of higher intellectual yield—towards activities and services that demand less from the body and more from the mind. Nepal with its youthful demographic could, to some extent, harness the power of technology to spur economic growth. However, this same demographic group, given their current education levels, might not effectively complement in the aspired trajectory. Moreover, they are potentially the most vulnerable to unemployment due to automation, especially with over 54% of total labour migration being unskilled. The government faces a herculean task in turning technology into a viable solution for employment and inclusive growth. Development stakeholders in the young republic must guide this transformation with astute policymaking and strategies as we witness Nepal's demographic shift in the age of automation.” Ashutosh M. Dixit is an economist and an Australia Award Scholar with over 15 years of experience. He has worked with the National Planning Commission in Nepal and global institutions including the World Bank, UNICEF, UN-ESCAP, OECD, UNDP, and Standard Chartered.

Tech and transition in Nepal

<figure><img src="https://superdesk-pro-c.s3.amazonaws.com/sd-nepalitimes/20221108151128/636a67909c7e80680e0599e4jpeg.jpg" alt="" width="1500" height="1000"/><figcaption>Photo : MONIKA DEUPALA</figcaption></figure>Much more than today, in the next decade smartphones will become the primary means of accessing the internet in Nepal, making social media an even greater influence in society. At the same time, financial technology, AI and e-commerce will transform the economy.Already, <a href="https://www.nepalitimes.com/banner/how-nepals-media-landscape-is-being-transformed/" target="_blank" rel="noopener">96% of households in Nepal have at least one mobile phone</a> and <a href="https://www.nepalitimes.com/here-now/nepalis-are-drifting-to-digital-media/">more than half of those were smartphones</a>. A survey this year showed that nearly everyone here who accesses the internet does it through a smartphone — and almost everyone who is logged on also has a<a href="https://www.nepalitimes.com/banner/facebook-nation/" target="_blank" rel="noopener"> Facebook account</a>.Read also:<a href="https://www.nepalitimes.com/banner/so-you-want-to-quit-facebook/" target="_blank" rel="noopener">So, you want to quit Facebook?</a>, Reeti KC<a href="https://www.nepalitimes.com/editorial/face-to-face-with-facebook/" target="_blank" rel="noopener">Face-to-face with Facebook</a>, Editorial“Once you are introduced to the smartphone and the features that come along with, it is very difficult to go back, and this trend is growing exponentially,” says Madhu Acharya of Sharecast Initiative, which conducts the annual social media survey. He forecast that the digital divide between urban and rural is going to narrow in the coming decade.“More older people will be accessing the Net through smartphones, which will get cheaper,” adds Acharya. He gives the example of his father, who used to own a feature phone but switched to a smartphone to communicate with grandchildren and relatives abroad through Facebook.Read also: <a href="https://www.nepalitimes.com/here-now/nepal-is-becoming-a-nation-of-net-addicts/" target="_blank" rel="noopener">Nepal is becoming a nation of net addicts</a>, Sabina DevkotaThe trend of using the internet to access media sites is going to grow in coming years, as digital portals replace television to become the key source of national and international news for Nepalis. People will get more and more used to watching content whenever and wherever they like rather than wait for the 7 o’clock news bulletin.In terms of online finances, Sumana Shrestha of Fusemachines says that the latest algorithms will provide a larger section of the population access to financial technology in the coming decade. AI has been making progress in Nepal, and possibly the biggest change will come when the technology that digitises handwritten application forms, through Nepal’s AI Office of Civilian Requirements, will be smart enough to produce an editable document both in English and Nepali.Read also: <a href="https://www.nepalitimes.com/banner/bringing-silicon-valley-to-kathmandu-valley/" target="_blank" rel="noopener">Bringing Silicon Valley to Kathmandu Valley</a>, Sonia AwaleNepal has a wealth of software talent in information technology, and this need to be converted to work with AI, Shrestha says. Fusemachines and other AI-centred companies are already collaborating with local engineering colleges to build a critical mass of AI expertise in Nepal.Kai-Fu Lee, the former president of Google China and an AI expert, wrote the book <a href="https://www.nepalitimes.com/review/the-ai-super-powers/" target="_blank" rel="noopener">AI Superpowers: China, Silicon Valley, and the New World Order</a>. He predicts that in the coming decade a country will forge ahead if it has ‘an army of well-trained engineers and entrepreneurs, AI scientists ... with abundant data and a supportive policy environment’.‘China is able to apply skilled AI in various areas, like healthcare, finance, safety systems and systems for smart houses,’ Lee writes, adding, ‘poor countries will stagnate while the AI superpowers take off.’Read also: <a href="https://www.nepalitimes.com/here-now/can-nepal-invest-in-the-cloud/" target="_blank" rel="noopener">Can Nepal invest in the cloud?</a>, Ganesh AcharyaShrestha thinks Nepal has not done enough in AI adoption compared with other countries. “Nepal has a very young population, which means we can incorporate AI in the curriculum to reach a huge segment of the population, and we are hoping to be able to develop talents within a year or two on a mass scale. There is a tremendous opportunity for Nepal to lead and make a huge impact,” says Shrestha, who sees immediate applications of AI in the tourism industry.“Nepal can zero in on the right kind of tourist and make sure our ads and messaging is getting to them. That will increase the volume of tourists coming to Nepal and will make sure tourists have a good quality of experience,” she adds.Nepal will also have to catch up with its immediate neighbours in opening payment gateways on the Internet and promoting e-commerce. For example, China has already moved beyond phone-based payment with AI-based face recognition systems on Alipay, in which people pay their bills by scanning their faces at a checkout point without having to use their mobiles.Although online payment gateways such as eSewa and IMEPay have been established here, Nepal is still miles away from having a mature <a href="https://www.nepalitimes.com/banner/nepals-budding-e-commerce-ecosystem/" target="_blank" rel="noopener">e-commerce system</a>. The government’s 2019 Digital Nepal Framework admits: ‘The growth of e-commerce in Nepal is inhibited due to the lack of a supporting ecosystem such as limited digital payment options.’While others have already taken a leap in device-free commerce, if Nepal can at least make internet payment through mobile phones secure and convenient during the coming decade, that will already be an achievement.<h2>What do you think will be the most popular IT advancement in the next 10 years in Nepal?</h2><figure><img src="https://superdesk-pro-c.s3.amazonaws.com/sd-nepalitimes/20221108151128/636a67949c7e80680e0599e5jpeg.jpg" alt="" width="1050" height="846"><figcaption> </figcaption></figure><figure><img src="https://superdesk-pro-c.s3.amazonaws.com/sd-nepalitimes/20221108151128/636a67979c7e80680e0599e6jpeg.jpg" alt="" width="1050" height="846"><figcaption> </figcaption></figure><h2>The media is the medium</h2>Despite the migration of eyeballs to digital portals for news, Madhu Acharya says it is too early to declare print media dead. “People still prefer to read news holding a physical paper and there is an archival value that digital doesn’t always have,” he says.A Reuters report found that worldwide, across 38 markets, increasing concern about misinformation is undermining trust in media. Yet in Nepal, Sharecast found trust of traditional media is still high with less concern about disinformation online, especially <a href="https://www.theatlantic.com/international/archive/2019/04/india-misinformation-election-fake-news/586123/" target="_blank" rel="noopener">in comparison to India</a>. Nepalis believe they know what is and isn’t ‘fake news’, but often without verifying links and checking sources.This could hold implications for Nepali politics in the coming decade, especially in federal elections scheduled for 2022 and 2027.“The ideas that float around on social media and digital platforms are extreme,” Acharya tells us. “If politicians decide to listen to these extreme opinions and stop meeting people face-to-face, learning about them and what problems they have, then I think they will be tempted to address fake needs.”

Nepal in the decade of AI

https://www.youtube.com/watch?v=Y85epyHUvjo&amp;feature=youtu.beFor those who think that Nepal is too underdeveloped to make full use of <a href="https://fusemachines.com.np/" target="_blank" rel="noopener">artificial intelligence</a> (AI), think again. That is exactly what they used to say about computers and mobile phones in the 1990s.It may come as a surprise to many that Nepal has been gaining ground in AI, developing not only software using machine learning algorithms but producing world-class engineers. One company at the forefront is <a href="https://fusemachines.com.np/">Fusemachines Nepal</a>, which has started using industry experts to train AI students with cutting-edge technology to deliver intelligent solutions.“I wanted to see if I can contribute in bringing the best AI education to Nepal and make Nepal known around the world as one of the best sources of AI talent,” says the <a href="http://archive.nepalitimes.com/article/review/Sameer-Maskey-revolutionalizing-customer-service-through-Fuse-Machines,1069" target="_blank" rel="noopener">Nepali founder of Fusemachines, Sameer Maskey</a>, a professor at Columbia University.<figure><img src="https://superdesk-pro-c.s3.amazonaws.com/sd-nepalitimes/20221108181144/636a95dd9c7e80680e05dc32jpeg.jpg" alt="" width="1500" height="1000"/><figcaption>All Photos: MONIKA DEUPALA/SONIA AWALE</figcaption></figure>This is the age of surveillance capitalism, where algorithms determine election outcomes, Siri knows what you want before you do, wearables correctly deduce the state of the heart and <a href="https://www.nepalitimes.com/banner/so-you-want-to-quit-facebook/" target="_blank" rel="noopener">Facebook</a> recognises friends.Read also:<a href="https://www.nepalitimes.com/here-now/natural-intelligence/">Natural Intelligence</a>, Duksangh Sherpa<a style="background-color: #ffffff; letter-spacing: 0.01em;" href="https://archive.nepalitimes.com/article/Nepali-Times-Buzz/outdated-laws-limited-ecommerce-hold-back-tech-industry%20,3547">Kathmandu's Silicon Alley and the Law</a>, Sonia AwaleAI simply imitates human thinking by recognising patterns in data, so that repetitive everyday work can be done by machines that learn as they go along.Nepal missed the bus on natural resource processing, manufacturing and <a href="https://archive.nepalitimes.com/article/Nepali-Times-Buzz/outdated-laws-limited-ecommerce-hold-back-tech-industry%20,3547" target="_blank" rel="noopener">information technology</a>. But experts say that training a critical mass of engineers in AI can allow the country’s economy to leapfrog and become globally competitive.<figure><img src="https://superdesk-pro-c.s3.amazonaws.com/sd-nepalitimes/20221108181144/636a95e09c7e80680e05dc33jpeg.jpg" alt="" width="600" height="450"><figcaption> </figcaption></figure><figure><img src="https://superdesk-pro-c.s3.amazonaws.com/sd-nepalitimes/20221108181144/636a95e29c7e80680e05dc34jpeg.jpg" alt="" width="600" height="450"><figcaption> </figcaption></figure><figure><img title="page-14-15d" src="https://superdesk-pro-c.s3.amazonaws.com/sd-nepalitimes/20221108181144/636a95e49c7e80680e05dc35jpeg.jpg" alt="page-14-15d"><figcaption> </figcaption></figure><figure><img src="https://superdesk-pro-c.s3.amazonaws.com/sd-nepalitimes/20221108181144/636a95e69c7e80680e05dc36jpeg.jpg" alt="" width="600" height="450"><figcaption> </figcaption></figure>Fusemachines Director of Academic Affairs Bülent Uyaniker, who was in Nepal recently, rejects the notion that Nepal is not ready for artificial intelligence applications. “It is happening already, it is inevitable. If there can be 8<a href="https://www.nepalitimes.com/editorial/the-message-is-the-medium/">.5 million Facebook users</a> in Nepal, then it has the special conditions for AI.”Proof of this is the increasing number of software companies in Nepal using local engineering talent to work on software solutions for customers in North America or Europe. However, most of the engineers and recent graduates need training in AI to keep up with customer requirements. America alone will need 200,000 data scientists in the next five years, and most of these will come from the UK, Finland, Canada, Singapore, China and India.Which is why Fusemachines Nepal is also emphasising education. Says the head of its global operations and strategy, Sumana Shrestha: “You cannot learn AI in a one-day bootcamp, it needs intelligent mathematics, but there is a huge demand versus supply gap for engineers proficient in machine learning or other AI components everywhere.”<img src="https://superdesk-pro-c.s3.amazonaws.com/sd-nepalitimes/20221108181144/636a95e89c7e80680e05dc37jpeg.jpg" alt="" width="1500" height="1000">Read also:<a href="https://archive.nepalitimes.com/article/Nepali-Times-Buzz/it-is-all-about-it-in-nepal,3887" target="_blank" rel="noopener">It's all about IT</a>, Sahina Shrestha<a style="background-color: #ffffff; letter-spacing: 0.01em;" href="https://www.nepalitimes.com/banner/drones-to-the-rescue/" target="_blank" rel="noopener">Drones to the rescue</a>, Lucia de VriesNepal established itself as a sought after destination in the past 20 years <a href="https://archive.nepalitimes.com/article/Nepali-Times-Buzz/it-is-all-about-it-in-nepal,3887" target="_blank" rel="noopener">for outsourcing services</a> such as software and app development, website design and big data management to overseas clients, mostly due to the country’s inexpensive English-speaking workforce.This move from IT to AI will not just create jobs in Nepal, but also allow the country to <a href="https://www.nepalitimes.com/banner/drones-to-the-rescue/" target="_blank" rel="noopener">increase efficiency and productivity in the workplace</a>. General practitioners in rural hospitals will be able to make diagnoses faster so they can spend more time with patients, high-risk individuals can be identified with <a href="https://archive.nepalitimes.com/article/nation/think-pink-breast%20cancer-diagnosis-treatment,3877" target="_blank" rel="noopener">cancer screening</a>, and targeted advertising and customised itineraries will lure <a href="https://archive.nepalitimes.com/article/nation/bringing-in-two-miilion-tourists,3551">potential tourists during Visit Nepal 2020</a>.Recently, a group of engineering students developed a model to help <a href="https://www.nepalitimes.com/banner/are-you-sick-of-chicken/" target="_blank" rel="noopener">poultry</a> entrepreneurs understand fowl behaviour and the state of their animals’ health, helping them to raise the farm’s business profile.“With precision livestock farming we can generate patterns to help farmers recognise symptoms before an outbreak of a disease by implementing AI components such as image processing and deep learning,” explained engineering student Sajil Awale at Pulchok Engineering Campus. “This allows for timely intervention to prevent mass deaths and reduce losses.”Read also: <a href="http://archive.nepalitimes.com/article/Nepali-Times-Buzz/tap-and-tour%20,3638" target="_blank" rel="noopener">Tap and tour</a>, Clara BullockComputer vision (which enables computers to see and process images as humans would) can also help identify rotten fruit swiftly, and prevent <a href="https://www.nepalitimes.com/from-the-nepali-press/banned-pesticides-are-widely-used-in-nepal/" target="_blank" rel="noopener">misuse of pesticides</a> by identifying areas on the farm that require chemicals, and the amounts needed. AI can also estimate future harvests, allowing farmers time to find markets for produce.Engineers at Fusemachines Nepal are working on Nepal’s first optical character recognition (OCR) system so forms filled out with Nepali handwriting can be digitised and translated into English. This will have huge scope in Nepal’s banking, hospital and government sectors, where pen and paper continues to be the norm.Sixit Bhatta, CEO of <a href="https://www.nepalitimes.com/here-now/three-toots-for-tootle/" target="_blank" rel="noopener">ride-sharing startup Tootle</a>, says Nepal is ripe for AI applications: “Our efforts now should be on preparing for a world in which machines perform skills-oriented tasks and for humans to take on the roles that require creativity and empathy. But before that, the government should design policies that allow AI to grow, and not restrict it.”Sumana Shrestha at Fusemachines Nepal says that as long as salaries for clerical staff are low, there is less potential for AI to flourish. But she adds: “The curse of cheap labour means companies will prefer to employ people to do repetitive work. But sooner or later, AI will be here. Nepal needs to develop despite government. And the private sector needs to prepare itself for disruption.”Coming to terms with AI Artificial Intelligence: Ability of computer systems or machines to make a decision like humans, or the ability to perform tasks requiring human intelligenceMachine Learning: A subset of artificial intelligence that provides a system with the ability to automatically learn and improve from experience without being explicitly programmed, relying on patterns generated from dataDeep Learning: Machine learning that is applied on a large set of data, also known as deep neural learning that uses deep neural networks to model complicated dataNatural Language Processing: Interaction between computers and human languages, deals with programming computers to process and analyse natural (human) language, this field of AI processes, analyses, interprets and distills information from human languagesComputer Vision: Enables computers to see, identify and process images in the same way that human vision doesImage Processing: Part of computer vision that entails analysis and manipulation to find insights from a digitised imageBig Data: Extremely large data sets on which AI is applied to reveal patterns, trends and associations and make decisions<h2>Making Nepalis artificially intelligent</h2><figure><img src="https://superdesk-pro-c.s3.amazonaws.com/sd-nepalitimes/20221108181144/636a95ec9c7e80680e05dc38jpeg.jpg" alt="" width="1500" height="990"><figcaption> </figcaption></figure>During a visit to Nepal six years ago, Columbia University professor Sameer Maskey handpicked three students from engineering schools across Kathmandu who were able to solve a mathematical equation. The three went on to become the core of <a href="https://www.fusemachines.com/">Fusemachines</a>, a global company that aims to democratise artificial intelligence (AI) through education and software solutions.Headquartered in New York, Fusemachines has since opened branches in Canada, UK and the Dominican Republic to develop intelligent software solutions that have transformed brands and businesses around the world. One of its biggest operations is in Nepal, Fusemachines employs 100 top Nepali software engineers who work on projects that use AI applications in fields ranging from telecommunications and banking to hospitals and governance.Unlike other back office companies that work on outsourced software development, Fusemachines is a school in itself, training engineers while coming up with product solutions.“We employ senior engineers and industry experts with PhDs along with upcoming engineers, who work together to solve client-specific problems though AI,” explains <a href="https://archive.nepalitimes.com/article/Nepali-Times-Buzz/share-a-ride-Kathmandu,2738" target="_blank" rel="noopener">Sumana Shrestha</a> who heads Fusemachines’ global operations and strategy. “Such collaborative approach allows young talent to continuously learn and grow.”Following Maskey’s vision, Fusemachines tries to make AI accessible to everyone through education, which is why it initially offered training fellowships and then, to meet the demand for engineers, launched AI Shikshya — a year-long, in-house training program.“With our own proprietary platform and content we have partnered with engineering colleges in Kathmandu to offer AI,” says Shrestha. “The program is a blend of online and on-site, the course material is not too academic, is industry focused and instructors are seasoned engineers up to date with new algorithms.”The company also has its own AI schools, open to professionals who want to grow their business or anyone interested. Fusemachines also offers a foundation course, open to high school graduates. A year-long, micro-degree program consisting of four major courses — including machine learning, deep thinking, natural language processing and computer vision — will be the next step.“In school we were always presented with clean data sets to work on but that is rarely the case on the job. But this year-long training program gets people ready to take on real-life problems and provide AI solutions,” says Rojesh Shikharkar, engineer at Fusemachines Nepal and a post-grad at Pulchok Engineering Campus.Apart from training, Fusemachines has given engineers who would otherwise have migrated to work in the US and Europe an opportunity to find meaningful work in Nepal.Says Shrestha: “If you create opportunities here, people might actually stay, and once we have mass education in artificial intelligence, companies here will start adopting and see the value of AI products, ensuring more opportunities at home.”

Sonia Awale

Bringing Silicon Valley to Kathmandu Valley

<img src="https://superdesk-pro-c.s3.amazonaws.com/sd-nepalitimes/20221107171148/636937a99c7e80680e03fe50jpeg.jpg" alt="" width="1000" height="1014"/>Artificial Intelligence, Blockchain and Machine Learning are buzzwords we are going to hear a lot more in 2019.The Third Revolution in information technology means the country further ahead in AI will be the new global superpower. Competition is fierce between China and the United States, with both using unconventional means to get back at each other – as seen by the arrest of Huawei’s CFO in Canada under American pressure, the allegations that the security of iPhones are compromised by Chinese-made chips.In his new book AI Superpowers: China, Silicon Valley, and the New World Order, Beijing-based technology executive Kai-Fu Lee analyses the background of information technology advances in both counties, but concludes that China is moving faster on AI and could overtake Silicon Valley because of less strict privacy laws in its huge home market.Read also: <a href="http://archive.nepalitimes.com/article/Nepali-Times-Buzz/it-is-all-about-it-in-nepal,3887" target="_blank" rel="noopener">It's all about IT, Sahina Shrestha</a>Lee warns that AI could entrench global inequalities as well as disparities within countries, taking jobs away from traditional sectors. While these issues are a source of worry because of what it means for humanity’s future, China does not seem to be held back by any such fears. In fact, it is excited about catching up with the US on applications for AI in everyday life.<img src="https://superdesk-pro-c.s3.amazonaws.com/sd-nepalitimes/20221107171148/636937ab9c7e80680e03fe51jpeg.jpg" alt="" width="200" height="174"><figure><img src="https://superdesk-pro-c.s3.amazonaws.com/sd-nepalitimes/20221107171148/636937ac9c7e80680e03fe52jpeg.jpg" alt="" width="500" height="637"><figcaption> </figcaption></figure>The book starts with the failure of world’s best Go player, Ke Jie, to Google’s AlphaGo in 2017. China’s IT companies fast-tracked development by imitating Silicon Valley’s most successful products and outdid them in expanding user base and profits: Uber to Didi, Google to Baidu, or eBay to Taobao. Once a product was successful, thousands of mimetic companies were spawned in China, and the Americans suspect these companies had government protection.While some argue that restrictions in China stifle creativity, Lee writes that imitation is the first step in generating new ideas and products. In order to compete with many companies with similar products, Chinese entrepreneurs fight fiercely like hungry wolves.They continuously update products to please Chinese users, change marketing strategies to compete with opponents and build the special business models based on the unique user behaviour of the Chinese.China’s central government helps businesses by investing money and provides policy support for AI research. Local governments are encouraged to build industrial parks for AI business, and the state works closely with technology companies to build new intelligent cities. On the other side of the Pacific, however, the US government is reducing its technology budget letting AI adapt to the current infrastructure.Lee says the AI algorithm is to computing what electricity was in the last technological revolution. China has the advantage of combining its huge data sets with AI applications. In the AI era, the country or company with more data can make more information decisions and thereby more profit.China’s digital infrastructure makes it possible to collect every movement of every citizen down to the last detail, erasing the boundary between online and offline. The advantage the Americans have, Lee writes, is that they can apply AI in businesses and the credit market because of its huge cache of structured trading data.Unlike American IT companies which prefer to establish a completely new product and sell it around the world, the Chinese buy local companies and support them with money, technology and marketing experience. Silicon Valley makes sure every product is perfect before launching, while the Chinese fix bugs on the go.Lee says no matter which model wins out in the next IT revolution, it is time to examine the threats to human society from an omnipotent artificial intelligence as it replaces work that needs physical and mental inputs in medicine, accounting, translations, etc.Read also: <a href="http://archive.nepalitimes.com/regular-columns/Cross-Cutting/Start-ups-need-staying-power,439" target="_blank" rel="noopener">Start-ups need staying power</a>, Ashutosh TiwariBut as people are freed up from repetitive chores, AI will also bring new job opportunities just like farmers became factory workers during the Industrial Revolution. Besides, Lee writes from his own experience with battling cancer, there are things like love and friendship that can never be replaced by a machine. Or, can it?

The AI super powers

Fenerbahçe Beko won the Turkish Airlines EuroLeague finals in Abu Dhabi, held 23-25 May, defeating Monaco 81-70 in the final. Olympiacos, who defeated Panathinaikos 97-93, finished the series in third place. The Most Valuable Player (MVP) of the final match, Nigel Hayes-Davis from Fenerbahçe Beko, received a prize of 1,000,000 Miles&amp;Smiles from Turkish Airlines’ Chief Commercial Officer Ahmet Olmuştur. The carrier has been the title sponsor of the Turkish Airlines EuroLeague, a top tier tournament, since 2010.

Turkish Basketball

In the black and white photograph, General Wangdu smiles broadly in front of the dusty cactus garden in Kathmandu’s Annapurna Hotel. With an ill-fitting jacket and shaggy hair he looks benign enough, but this was the last leader of the Tibetan freedom fighters who led the resistance against the Chinese from their remote mountain hideouts in <a href="https://nepalitimes.com/here-now/comings-and-goings-in-mustang">Mustang</a>. Five months later, Wangdu was dead. Snapped in March 1974, I had only recently arrived in Nepal. How did I meet this legendary fighter? Possibly with his devoted camp follower, Lynne Klapecki, and probably in the Om Restaurant near Freak Street which was the preferred <a href="https://nepalitimes.com/banner/hippie-trail-nostalgia-in-kathmandu">hippie hang-out</a>. Om Lobsang and his brother Yeshe were <a href="https://archive.nepalitimes.com/page/earthquake-brings-back-memories-of-camps-for-tibetan-refugees">refugees from East Tibet </a>whose cafe offered a friendly welcome and<a href="https://nepalitimes.com/multimedia/momo-loco"> the best momos</a> - they became my in-laws after I married their eldest brother Tenzin, but that was a decade later.&nbsp;  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/2025052403054_4573b34282b0f5395c007243d6bef12c7ba76bfd520419e994cdcea048d795a1.jpg" data-media-id="editor_4" data-image-id="2025052403054_4573b34282b0f5395c007243d6bef12c7ba76bfd520419e994cdcea048d795a1" data-rendition-name="original" width="1000" height="1583" loading="lazy" alt="The last days of the Khampa NT"> <figcaption>Photo: LISA CHOEGYAL</figcaption> </figure>  Wangdu’s English was enthusiastically rudimentary, but even riding around town with him on the back of an aging <a href="https://nepalitimes.com/here-now/kathmandu-s-new-motorbike-museum">motorbike</a>, he was a commanding presence. Always flanked by armed outriders, impressive scars marked his forearms and a pistol hung from the cord around his neck. A charismatic guerrilla leader, Wangdu was celebrated by his followers for his tough commitment and respected for his measured pragmatism. He seemed so young to have shouldered such a responsibility of command, leading hundreds of hardened <a href="https://archive.nepalitimes.com/article/nation/50-years-after-the%20raid-into-Tibet,1012#google_vignette">Khampa combatants </a>through what had been a particularly <a href="https://nepalitimes.com/news/heavy-snowfall-over-nepal-himalaya">brutal winter in Mustang</a>, the last bastion to hold out against the Chinese invasion of their Tibetan homeland.&nbsp; The freedom fighters of Tibet, known as the Chushi-Gangdruk, had emerged to resist the <a href="https://nepalitimes.com/editorial/territorialism">Chinese takeover</a> of Tibet during the 1950s. Estimated to be 80,000-strong at the time of <a href="https://nepalitimes.com/here-now/what-or-who-after-the-dalai-lama">the Dalai Lama</a>’s final escape to India in 1959, the sheer number of Chinese deployed into Tibet eventually forced the Chushi-Gangdruk to retreat to Mustang, From this high Himalayan stronghold, they continued cross-border raids on the Chinese People’s Liberation Army (PLA) throughout the 1960s.  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/2025052403054_8a4a935ba25ae79dc3a63bb5c14626927020e5ec098093c45ccb9a5982e009fd.jpg" data-media-id="editor_10" data-image-id="2025052403054_8a4a935ba25ae79dc3a63bb5c14626927020e5ec098093c45ccb9a5982e009fd" data-rendition-name="original" width="1114" height="676" loading="lazy" alt="The last days of the Khampa NT"> <figcaption>Guerrillas known as the Chushi-Gangdruk emerged to resist the Chinese annexation of Tibet during the 1950s. Photo courtesy: MIKEL DUNHAM</figcaption> </figure>  Their Kathmandu base was a small discreet lodge in a back lane near Rani Pokhari. Sipping sweet tea from a blue mug with a chipped lid, I sat bemused in a corner of the Mustang Hotel room whilst Wangdu and his cohorts received a battered brown suitcase from their CIA connection, a tousle-haired American in a leather jacket. Heaved onto the dingy bedspread that covered the thin mattress, it was clicked open to reveal piles of neatly stacked dollar bills.&nbsp; I cannot think why Wangdu allowed me to witness this handover but I was clearly no threat, a newly arrived world traveller with no understanding of the stakes nor any Nepali or <a href="https://nepalitimes.com/multimedia/tibetan-music-in-nepals-sacred-valley">Tibetan language</a>. Despite armed guards in the corridor,Wangdu radiated confidence and bravado, and there was a practiced familiarity to the tense transaction. This deadly dance for many years had been funded by the Americans, tolerated by <a href="https://nepalitimes.com/here-now/the-kingdom-within-a-republic">Mustang’s residents</a>, and permitted by King Mahendra and the Nepali authorities who it suited to turn a blind eye.&nbsp; But Mahendra died in 1972, and times were changing. Richard Nixon’s ping-pong diplomacy thawed the cold war and signalled a fresh entente with China. Nepal’s yet-to-be-crowned <a href="https://nepalitimes.com/here-now/if-birendra-was-alive-nepal-could-still-be-a-monarchy">King Birendra </a>was under pressure to curb the irritating incursions against the PLA launched from the Nepali territory of Mustang. Keen to appease his northern neighbour, on several occasions the King summoned Wangdu for peace talks but, despite increasingly overwhelming odds, Wangdu refused to surrender.&nbsp;  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/2025052403054_a8efd5cfb92cd997bd7cb74296a936fef46e2f7428f9cd642b03f1ac4ea11ecb.jpg" data-media-id="editor_14" data-image-id="2025052403054_a8efd5cfb92cd997bd7cb74296a936fef46e2f7428f9cd642b03f1ac4ea11ecb" data-rendition-name="original" width="1055" height="885" loading="lazy" alt="The last days of the Khampa NT"> <figcaption>General Wangdu flanked by two Tibetan resistance fighters in Mustang in the 1970s. Photo courtesy: MIKEL DUNHAM</figcaption> </figure>   <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/2025052403054_75969125a745847a2ef82b6fe8b9106c0b21a116d85b8efdf5d2ee89a347bb31.jpg" data-media-id="editor_15" data-image-id="2025052403054_75969125a745847a2ef82b6fe8b9106c0b21a116d85b8efdf5d2ee89a347bb31" data-rendition-name="original" width="1044" height="792" loading="lazy" alt="The last days of the Khampa NT"> <figcaption>King Birendra with General Wangdu (right in dark glasses) taken in 1974 possibly in Mustang after one of their few attempts at negotiation. Photo courtesy: RAJRNDRA KUNWAR</figcaption> </figure>  While I naively rode pillion around Kathmandu in the spring sunshine, Wangdu was in the midst of what turned out to be his final round of negotiations with the Nepal government. Refusing to cease hostilities with the Chinese, Wangdu must have suspected the cost of his decision, making his cheerful smile in the photograph all the more poignant and brave. It was only much later that I appreciated the significance of the moment. Wangdu had been sent to replace the first resistance leader in Mustang, Baba Gen Yeshe, a much derided corrupt character who stole money meant for his troops and exploited fleeing refugees by seizing their treasures. Baba Gen Yeshe never forgave Wangdu,and sought revenge in May 1974 by betraying him and his commanders to the Nepal authorities. Renewed Chinese incursions from the north, active PLA collusion with the Nepali forces under the new King, and treachery from within the Chushi-Gangdrukranks combined to seal their fate.  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/2025052403054_e0987a7c90d76431b0d7d5e6115ebfe3dbda7ab939e5941e079c18d722e884c0.jpg" data-media-id="editor_16" data-image-id="2025052403054_e0987a7c90d76431b0d7d5e6115ebfe3dbda7ab939e5941e079c18d722e884c0" data-rendition-name="original" width="1400" height="769" loading="lazy" alt="The last days of the Khampa NT"> <figcaption>British television journalists George Patterson and Adrian Cowell embedded themselves with Khampa guerrillas and accompanied them from Tsum Valley on a cross border raid on a Chinese Army convoy in 1964. Photo: ESSAYS ON NEPAL / SAM COWAN</figcaption> </figure>  Mikel Dunham, renowned author of Buddha’s Warriors, writes: ‘It is possible that Wangdu was waiting for some cue from the Dalai Lama’s government-in-exile in Dharamsala, India. It is equally possible – during that last, <a href="https://nepalitimes.com/multimedia/the-human-cost-of-nepal-s-yarsa-gold-rush?fbclid=IwZXh0bgNhZW0CMTEAAR31-Cqw8oyIwMPzf_35e4Skr0ululJvLf3_vDkzHn-AYG2h8uPw2rqqErg_aem_tGVn5coY1-jA7fze_xqhew">desolate winter </a>– that he made the decision to go out in glory rather than admit defeat. Over the last fifteen years, Wangdu had experienced Tibet’s organized resistance being squeezed and shoved around by every conceivable outside force.&nbsp; First they had been pushed out of their own country by the PLA; then they had been refused sanction while on <a href="https://nepalitimes.com/opinion/borderlines/nepal-india-trans-boundary-bonds?fbclid=IwAR0PpJ5zUEbwdug3g_U3ar6FUugngRY0S8Tl2v_7wqzrsHmXWcXsKjvL4t4">Indian soil</a>; then they were abandoned by the Americans because, apparently, Nixon wanted to make friends with Wangdu’s mortal enemies, the communists; then they had been betrayed by the vampiric Baba Gen Yeshe – a Tibetan and, even worse, a fellow Khampa; and now, finally Wangdu’s army was being evicted by the Nepalis. One thing was certain: Wangdu was a warrior. To imagine Wangdu simply giving up and settling down in the pacific squalor of a <a href="https://nepalitimes.com/here-now/elderly-left-in-bhutan-refugee-camp">refugee camp </a>was unthinkable.’  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/2025052403054_8fc1ffef4ae751628b90ae781b66e11e51e4fdde2787207c9042efbee345ce49.jpg" data-media-id="editor_20" data-image-id="2025052403054_8fc1ffef4ae751628b90ae781b66e11e51e4fdde2787207c9042efbee345ce49" data-rendition-name="original" width="500" height="746" loading="lazy" alt="The last days of the Khampa NT"> <figcaption>The much derided Baba Gen Yeshe, the first Tibetan resistance leader in Mustang, who betrayed Wangdu for personal gain. Photo courtesy: MIKEL DUNHAM</figcaption> </figure>   <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/2025052403054_b1d833cdb00d3ac4416b844d8730475cd88c238caaaf8da69889a584eea229a3.jpg" data-media-id="editor_21" data-image-id="2025052403054_b1d833cdb00d3ac4416b844d8730475cd88c238caaaf8da69889a584eea229a3" data-rendition-name="original" width="500" height="656" loading="lazy" alt="The last days of the Khampa NT"> <figcaption>Aditya SJB Rana of the Royal Nepal Army whose team ambushed Wangdu and his cohorts at the top of Tinker Pass in Darchula, West Nepal. Photo courtesy: GAUTAM SJB RANA</figcaption> </figure>  By August 1974 the game was up. Wangdu and six of his exhausted party were killed on their horses by <a href="https://archive.nepalitimes.com/news.php?id=7270">the Royal Nepal Army</a> on the brink of escape. The officer in charge, Aditya SJB Rana, cleverly predicted their route into India after they failed to silence a police radio in Yari. A carefully laid ambush trapped them near the summit of the Tinker Pass in Darchula,at 5,000 meters the highest military operation of its time. Wangdu’s body was helicoptered to Kathmandu, and a big show made of the royal Nepal victory.&nbsp; The Tibetan armed insurgency against China had reached its end.  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20250524030520_3ff9c6fc85a65bc9a2c3afe9736d9f5f9413de752e790a5d9dca0981ea94f9b4.jpg" data-media-id="editor_23" data-image-id="20250524030520_3ff9c6fc85a65bc9a2c3afe9736d9f5f9413de752e790a5d9dca0981ea94f9b4" data-rendition-name="original" width="1136" height="702" loading="lazy" alt="The last days of the Khampa NT"> </figure>

The Last Days of the Khampa

Starting 17 September Turkish Airlines will fly daily to Seville, one of Spain’s major tourist draws. This is Turkish’s sixth destination in Spain after Madrid, Barcelona, Valencia, Malaga, and Bilbao. Seville is in the Andalusia region on Spain’s south coast with a rich Moor history. There are approximately 30,000 Nepalis living in Spain.&nbsp;

Turkish to Seville

The newly-formed Himalayan Art Council is set to launch Nepal’s National Art Protection Platform that seeks to preserve <a href="https://nepalitimes.com/banner/the-history-of-heritage">Nepal’s unique cultural heritage </a>using<a href="https://nepalitimes.com/here-now/artificial-censorship"> AI-powered tools</a>. The Council seeks to safeguard <a href="https://nepalitimes.com/banner/nepali-art-going-places">Nepali art works</a> from neglect, theft and counterfeiting as well as preserve existing artwork and celebrate living masters by giving them a cultural space to continue the <a href="https://nepalitimes.com/banner/sacred-survival">sacred art traditions</a>. "We are introducing a new digital platform designed to preserve, verify and elevate <a href="https://nepalitimes.com/banner/nepals-new-generation-of-alternative-artists">Nepal’s art for generations to come,</a>” says a statement from the Council, adding that the digital platform will use AI told for authentication and blockchain to keep track of works of art. Artists can now be protected by <a href="https://nepalitimes.com/multimedia/ayo-ai?fbclid=IwAR1uwmTVq4gUB70ljfRezjzukD9ArWXPuMnUikopeQ8PoiZMjicToPSwhKE&amp;=1">AI tools</a> that detect forgeries, identify their work even when unsigned, and ensure they receive proper recognition and credit. The archives will be searchable with translated inscription and interactive guides. Says curator Meena Lama: “AI and blockchains are tools that give us the power to detect fakes and identify unsigned paintings and track every piece. With these tools we can restore trust, secure authorship and give artists the dignity they deserve.”  <figure> <img src="https://publisher-publish.s3.eu-central-1.amazonaws.com/pb-nepalitimes/swp/asv65r/media/20250514170544_2ab58f6313c0458f75114a692b0016bd9efb3b59d5f8f07f0da72e1e37b82f53.jpg" data-media-id="editor_6" data-image-id="20250514170544_2ab58f6313c0458f75114a692b0016bd9efb3b59d5f8f07f0da72e1e37b82f53" data-rendition-name="original" width="1300" height="1000" loading="lazy" alt="Artwork at the Traditional Art Exhibition at Patan Museum."> <figcaption>Artwork at the Traditional Art Exhibition at Patan Museum.</figcaption> </figure>  The Council is also holding an exhibition of Nepali cultural masterpieces with 50 historical <a href="https://archive.nepalitimes.com/article/Nepali-Times-Buzz/Buzz-the-art,671">thangka and paubha </a>by past masters and <a href="https://nepalitimes.com/review/between-the-sacred-and-everyday">contemporary works by current artists</a>. This curated collection is a living tribute to <a href="https://nepalitimes.com/here-now/when-yaks-go-so-does-culture">Himalayan culture</a> with economic depictions of deities, mandala and sacred narratives. The exhibition at <a href="https://nepalitimes.com/multimedia/a-portal-into-patan-s-past-and-present">Patan Museum</a> also provides an opportunity to meet painters and custodians of art and culture. Read also: <a href="https://nepalitimes.com/review/golden-deities">Golden deities</a>, Sewa Bhattarai ‘The exhibition is only the first step in a long journey to ensure that Nepali art is no just seen but fully understood, <a href="https://archive.nepalitimes.com/article/nation/Narratives-of-Faith-and-Memory-Remembering-the-Lost-Sculptures-of-Kathmandu-exhibition,987">protected and remembered</a>,’ the Council says. Artist Kailash K Shrestha of Artudio has spent decades promoting thankha and paubha traditions because of their beauty and devotional meaning. But he also says artists are underpaid, exploited and ignored. He adds, “AI and blockchain are not just buzzwords, they are powerful tools that can protect Nepal’s artists from fraud, verify authenticity and build a permanent record of provenance.” Traditional Art Exhibition Till 17 May Patan Museum

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