Why Coding is the Fastest Path to AGI | Turing CEO Jonathan Siddharth

Who is teaching the world's most powerful AI models to think?Turing is one of the largest data partners to OpenAI, Anthropic, Google, Meta, Microsoft, and Nvidia. At a $2.2 billion valuation it has become one of the most important infrastructure layers in the AGI race.Jonathan Siddharth started Turing in 2018 with a thesis that talent matching is a trillion-dollar problem. Turing reached unicorn status in 2021. Then, in 2022, as the foundation model race accelerated, OpenAI approached Turing to provide coding data for ChatGPT.Jonathan recognised that frontier AI labs faced an enormous bottleneck: high-quality training data and human intelligence at scale. Instead of remaining just a talent marketplace, he made a bet that most unicorn CEOs never make. He built a second business on top of the first and leaned back into his AI research roots.Jonathan has a clear view of what needs to happen before we get to super intelligence. The four keys to unlocking AGI: coding, reasoning, tool use, and multimodality. He believes we solve for those four, and AI can do almost anything a human can do in front of a computer. If you are excited about where the AGI race is heading this episode is for you00:00 - Trailer01:06 - What Turing does05:55 - Why OpenAI reached out to Turing8:28 - How GPT-3 became ChatGPT17:54 - How ImageNet breakthrough changed the world21:12 - The largest provider of coding data to AI labs24:34 - Four keys to super intelligence28:45 - Every human will run multiple companies in 10 years32:27 - Can agents have self-improvement loops?34:36 - The future of software engineering36:26 - Agents should create, humans should steer39:46 - Is the line between products and services companies blurring?40:42 - How an agent can handle hiring end-to-end43:36 - Every human can now write software45:22 - Will workflow SaaS disappear?47:46 - No fine-tuning vs fine-tuning camps51:49 - A case study in compute constraints57:06 - Why the world needs so much compute1:01:26 - Where Jonathan would invest today1:03:16 - Where cybersecurity is heading1:08:31 - How the world will look in 10 years-------------India’s talent has built the world’s tech—now it’s time to lead it.This mission goes beyond startups. It’s about shifting the center of gravity in global tech to include the brilliance rising from India.What is Neon Fund?We invest in seed and early-stage founders from India and the diaspora building world-class Enterprise AI companies. We bring capital, conviction, and a community that’s done it before.Subscribe for real founder stories, investor perspectives, economist breakdowns, and a behind-the-scenes look at how we’re doing it all at Neon.-------------Check us out on:Website: https://neon.fund/Instagram: https://www.instagram.com/theneonshoww/LinkedIn: https://www.linkedin.com/company/beneon/Twitter: https://x.com/TheNeonShowwConnect with Siddhartha on:LinkedIn: https://www.linkedin.com/in/siddharthaahluwalia/Twitter: https://x.com/siddharthaa7-------------This video is for informational purposes only. The views expressed are those of the individuals quoted and do not constitute professional advice.Send us Fan Mail