Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…
Rutba Khandani- A very special poetry of Suraj Singhaniya who use his name abbreviation as "Srj" in which her mother also gone with him. The first Poetry in which her Mother also sit in front of him in the audience and perform this Poetry in a event which is held on on 22nd January 2023 at the Platform "Kuch Khaas" that is 1st Event of Srj with this platform in his own Home District of the Poet Suraj Singhaniya that's Aligarh in "Panchayat Cafe and this Poetry also written by Suraj Singhaniya which is Specially dedicated to all respective Poets and Writers and those who fall in love and feeling pain after some default in his lovelife and for all those who backbite or having the egoistic aspect due to money by which sometimes they fo rgot the values of ethics by his words to spread a message in this Poetry.
Rutba Khandani- A very special poetry of Suraj Singhaniya who use his name abbreviation as "Srj" in which her mother also gone with him. The first Poetry in which her Mother also sit in front of him in the audience and perform this Poetry in a event which is held on on 22nd January 2023 at the Platform "Kuch Khaas" that is 1st Event of Srj with this platform in his own Home District of the Poet Suraj Singhaniya that's Aligarh in "Panchayat Cafe and this Poetry also written by Suraj Singhaniya which is Specially dedicated to all respective Poets and Writers and those who fall in love and feeling pain after some default in his lovelife and for all those who backbite or having the egoistic aspect due to money by which sometimes they fo rgot the values of ethics by his words to spread a message in this Poetry.
❝ Khandani Kangan- a most awaited Poetry performed by Suraj Singhaniya on 8th of Dec 2024 at the Platform "Nojoto Creator Hub" in the mix open mic event in New Delhi at Nojoto Creator Hub, Saket near PVR Cinemas which is dedicated to Long Distance Relationship Love and his first meet and the lots of feelings, emotions, pain, stress in that love due to long distance between us and this is too special and close to the Poet's or Writer Suraj Singhaniya's because they perform this on the birthday of his father so by that day and the words they that this time only filled with love that make this so special for the the Poet or Writer Suraj Singhaniya and now sharing this Poetry globally on his own Spotify Artist Profile and on Podcast Profile. ❞…
Mohabbat Aise Ki Jati Hai - A Poetry written by Preeti Agrawal and give the Voice by the Young Poet Suraj Singhaniya. Feel and Listen in which you find the many different phases of Love Life.
❝ Woh Log- a Poetry performed by Suraj Singhaniya on 14th July 2024 at the Platform "Kuch Khaas" in the open mic event into his own Home District Aligarh at "Cafe Comix Restaurant" in which they reflect the society, fake or true love and Government Job Aspirants Life, the worries about family and responsibilities or downfall in love, struggle and fake peoples and many more in this poetry by his words sending a message and now sharing this Poetry globally on his own Official Artist Channnel on Youtube on the establishment day of 3 States of India that is Punjab, Haryana and Chhattisgarh and specially today's on the festival of Diwali of 2024. ❞…
Backbench Pe Kabza Tha- a Poetry written already at 2nd August 2020 by the Poet Suraj Singhaniya and also performed by Suraj Singhaniya in a Poetry event on 23rd June of 2024 at the Platform "Nashist Poetry" in "New Delhi" that was his 1st time Poetry Event of Suraj Singhaniya with this Platform and this Poetry describes and all about the incredible School Life Story of the Poet "Suraj Singhaniya" in which how they spent the time with all of his school friends in school HVN in the years 2013 to 2017 and the unforgettable moments not only with his friends and also some of his respectable teachers also and by this masterpiece Poetry on School Life Friendship they just collecting the unforgettable memories of his school life. Specially Mentioned Some of My Friends and Respected Teachers in this Poetry below:- Friends- Lalit Attri, Krishna Malan, Aakash Singh, Deepak Sharma, Abhishek Agrawal, Nishant Singh, Piyush Sharma, Tarun Attri, Anuj Saraswat, Himanshu Gaur, Dharmendra Singh Koyal, Yogesh Choudhary, Vishnu Chaudhary, Ashu Bhardwaj, Deepak Thakur, Sumit Sharma, Sachin Kumar, Abhishek Sharma, Gaurav Sharma and Mohit Sharma. Respected Teachers- Ramswaroop Sir, Deepak Tomar Sir, Vineet Kaushik Sir.…
Love Illusion- a Poetry performed by Suraj Singhaniya on 5th May of 2024 at the Platform "MD Production India" that was his 1st time Poetry Event of Suraj Singhaniya with this Platform and this Poetry describe or expressed the feelings and thoughts about the fake love era of nowadays and the flirting just reaming and how still we compare that's love and thoughts on a divine level from God and in last just few things describe about the today phases of a aspirations or the scams in exams and unemployment by his words sending a message in this Poetry for the society, true lovers and students in last for their hard and smart work in study.…
Motherhood- a Special Poetry performed by Suraj Singhaniya on 12th May 2024 at the Platform "Nojoto Mix Mic in Collab with Kunzum" that was his 1st of the Poet Suraj Singhaniya with this Platform and performing 2nd Time in Delhi since 17th Oct 2020 after a long on Mother's Day that's for specially this day who dedicated to all mother's so on this Suraj Singhaniya specially dedicated all his feelings of ourselves and his mothers expressed in this poetry by his words sending a message in this Poetry for her mother.…
Rutba Khandani- A very special poetry of Suraj Singhaniya who use his name abbreviation as "Srj" in which her mother also gone with him. The first Poetry in which her Mother also sit in front of him in the audience and perform this Poetry in a event which is held on on 22nd January 2023 at the Platform "Kuch Khaas" that is 1st Event of Srj with this platform in his own Home District of the Poet Suraj Singhaniya that's Aligarh in "Panchayat Cafe and this Poetry also written by Suraj Singhaniya which is Specially dedicated to all respective Poets and Writers and those who fall in love and feeling pain after some default in his lovelife and for all those who backbite or having the egoistic aspect due to money by which sometimes they fo rgot the values of ethics by his words to spread a message in this Poetry.…
❝ Ilzaam Maa Par - a Poetry performed by Suraj Singhaniya on 13th Feb 2022 at the Platform "!Unkahe Jasbaat Open Mic" Event held in Palwal District, Haryana and this Poetry also written by Suraj Singhaniya which is specially dedicated to his mother in which they share our thoughts about her motherhood, her responsibilities, lots of worries, her sacrifices ans many more or mostly big problem daughters marriages etc, in a rhymic manner by his poetry. ❞…
❝ Baap Ka Janaja- a Poetry performed by Suraj Singhaniya on 21st Jan 2024 at the Platform "Kuch Khaas Open Mic" Event held in Aligarh District, Uttar Pradesh and this Poetry also written by Suraj Singhaniya which is specially dedicated to all fathers or parents in which they share our thoughts about society pressure, responsibilities, some of today childrens generation who forgot our ethics or mostly big problem daughters marriages for many fathers etc, in a rhymic manner by his poetry. ❞…
Behanein Meri- a Rakshabandhan Special Poetry performed by Suraj Singhaniya on 30 July 2023 at the Platform "Pehchaan Open Mic" 1st Event held in his own Home District of the Poet Suraj Singhaniya that's Aligarh and this Poetry also written by Suraj Singhaniya which is Specially dedicated to all my respective, responsible or my dearest sister. By this Poetry want to touch many phases of sisters like her dreams, sacrifices, love, job, enjoyment of life or many more and how they face lot of struggles sometimes from society or many other likewise problems and just want to free from her by his words to spread a message in this Poetry.…
Fariyaad Mere Laut Aane Ki- a Poetry performed by Suraj Singhaniya on June 2023 at the Platform "Kuchh Khaas" in thier "Tour Event" in the Home District of Suraj Singhaniya that's Aligarh and this Poetry also written by Suraj Singhaniya so earlier in January 2021 after a long time they want to perform this one in a event so in this event they perform also and its Poetry written in memory of someone that are they spent his time in the thought of love but the truth is different that his destiny is absolutely someone's other more special than this on any one.…
"Fanaah"- A Short glimpse of the Poetry "Teri Rooh Ko Chaha Hai Humne" by the Young Poet "Suraj Singhaniya" on performing 1st Time Share the stage with the Platform "Unkahe Jasbaat" performing Arts venue situated in Palwal, Haryana.