All Episodes

Rethinking LLMs: Why Diffusion Could Change How We Build AI | Dr. Subham Sahoo

Why Today's LLMs Still Don't Understand Culture | Simran Khanuja

The Hidden Flaws in AI Safety & Evaluation Benchmarks | Prof. Jackie Chi Kit Cheung

The Future of AI in Pathology: Transforming Diagnosis & Drug Development | Andrew Beck, PathAI

Beyond Accuracy: Evaluating the learned representations of Generative AI models | Aida Nematzadeh

Why Open-Source AI Is the Future and needs its 'Linux Moment'? | Manos Koukoumidis

Differential Privacy, Creativity & future of AI research in the LLM era | Niloofar Mireshghallah

Reasoning in LLMs, role of academia and keeping up with AI research | Dr. Vivek Gupta

Time series Forecasting using GPT models | Max Mergenthaler Canseco

Generative AI and the Art of Product Engineering | Golnaz Abdollahian

Future of Software Development with LLMs, Advice on Building Tech startups & more | Pritika Mehta

Instruction Tuning, Prompt Engineering and Self Improving Large Language Models | Dr. Swaroop Mishra

Role of Large Language Models in AI-driven medical research | Dr. Imon Banerjee

Algorithmic Reasoning, Graph Neural Nets, AGI and Tips to researchers | Petar Veličković

Combining Vision & Language in AI perception and the era of LLMs & LMMs | Dr. Yezhou Yang

Risks of AI in real-world and towards Building Robust Security measures | Hyrum Anderson

Being aware of Systematic Biases and Over-trust in AI | Meredith Broussard

P2 Working at DeepMind, Interview Tips & doing a PhD for a career in AI | Dr. David Stutz

Negotiating Higher Salary for AI & Tech roles after Job Offer | Jordan Sale

P1 Adversarial robustness in Neural Networks, Quantization and working at DeepMind | David Stutz

Promises and Lies of ChatGPT - understanding how it works | Subbarao Kambhampati

Building a company in middle of War, Pandemic and Economic Crisis | Karyna Naminas

Video recommendations using Machine Learning at Facebook, News feed & Ads ranking | Amey Dharwadker

Using AI to improve maternal & child health in underserved communities of India | Aparna Taneja

Fixing fake news and misinformation online using Robust AI models | Prof. Srijan Kumar

Combining knowledge of clinical medicine and Artificial Intelligence | Emma Rocheteau

Why are Transformer so effective in Large Language Models like ChatGPT

History of Large Language Models, Trustworthy AI, ChatGPT & more | Dr. Anupam Datta

Theory of Machine Learning, Transformer models, ChatGPT & tips for research career | Dr. Surbhi Goel

Making Machine Learning more accessible | Sebastian Raschka

Current and future state of Artificial Intelligence in Healthcare | Dr. Matthew Lungren

AI for improving clinical trials & drug development, entrepreneurship & AI safety | Charles Fisher

Recommendation systems, being an Applied Scientist & Building a good research career | Mina Ghashami

Role of a Principal Scientist do & AI in medicine | Alberto Santamaria-Pang, Microsoft

Explainability, Human Aware AI & sentience in large language models | Dr. Subbarao Kambhampati

Tips & Insights into Program Manager Role | Divy Thakkar, PM at Google Research

How do you decide which research problems to work on? Manish Gupta, Director of Google Research, India

Writing a good Research Thesis | Dr. Hanie Sedghi, Google Research

Building a research lab from scratch & using AI for Social Good, Manish Gupta Google Research India

Benefits of understanding Theory of Deep Learning | Dr. Hanie Sedghi, Google Brain

CNNs & ViTs (Vision Transfomers) - Comparing the internal structures, Maithra Raghu, Google ​

How to find a Research Topic that interests you?

Learning the internals of Machine Learning systems and tips for PhD | Maithra Raghu, Google Brain

How can students contribute to Impactful AI projects? | Dr. Milind Tambe, Google Research

Challenges and beauties of building a Tech Startup | Nasrin Mostafazadeh

Intuition for research in Social Reinforcement Learning | Natasha Jacques

Challenges of productionizing Machine Learning Research in Industry | Aarti Bagul

Doing a PhD & Excelling at Research | Dr. Hima Lakkaraju

Founding a Startup, doing a PhD, Interpretability | Dr. Geneviève Patterson

Using AI for Social Good | Dr. Milind Tambe

"What got you into AI?" - Answers from 30 different researchers & engineers

Shreya Shankar, ML Engineer @Viaduct on Applied ML research & more

Choosing to build an AI startup instead of Corporate Jobs | Nasrin Mostafazadeh

Machine Learning Engineer vs Data Scientist | Jineet Doshi, Data Scientist @Intuit

How did I get into Machine Learning research? | Sara Hooker, Azalia Mirhoseini & Natasha Jacques - Google

What drives Research: Pursuit of Theory or Application? | Ishan & Michal, Facebook AI ​

Game & Network Theory to stop coronavirus spread, Math in AI & more | Po-Shen Loh

Applications & Challenges of AI in Healthcare | Michal Drozdzal

Transitioning from Academia to Startups, Natural Language Understanding & more | Nasrin Mostafazadeh

Failures & developing Gut feeling in Research | Ishan Mishra, Research Scientist @Facebook AI

Solving Dark Matter of Intelligence, Self-Supervised Learning | Ishan Mishra, Facebook AI ​

Basics about Product Management and starting you career as PM | Linda Zhang

Making AI models work for real-world applications | Aarti Bagul, ML Engineer

What no one tells you about being a Machine Learning Engineer? Aarti Bagul

Working at DeepMind vs Google-Brain

Why I turned down a 375K $ PM offer at Instagram? | Linda Zhang

Doing a PhD and Deciding thesis topic | Natasha Jacques, Research Scientist @Google ​

Deep Reinforcement Learning for Social Learning & Fun Chat | Natasha Jacques,@Google ​

Preparing & nailing Product Management Interview | Renee Yao @NVIDIA ​

Ethics in AI, Role of Big Tech Companies & Bitcoin | @The New York Times reporter, Cade Metz

Bias in ML models can be Good & Bad | Akshay Chaudhari, @Stanford AIMI ​

Machine Learning in Medical Imaging | Dr. Akshay Chaudhari @Stanford ​

Building a profile for Product Management Roles (Machine Learning) | Sharon Zhou @Stanford ​

What is Product Management? | Renee Yao @NVIDIA ​

Using Deep Reinforcement Learning for System Optimization & more | Dr. Azalia Mirhoseini, Google ​

How to learn Machine Learning? Self-started ML researcher @Google Brain, Sara Hooker

Things I learned during my PhD that I did not expect! - Geneviève Patterson, Head of Research @VSCO

Role of Machine Learning in Healthcare | Dr. Matthew Lungren, @Stanford ​

State of AI in Radiology and its future | Prof. Matthew Lungren, @Stanford

Why I left my job at @Google - Debarghya Das

Debarghya Das, Working at Big companies vs Small, and more - Ex-@Google

Applying for Google Residency & role of a Resident | Sara Hooker @Google -Brain

Using Artificial Intelligence for Climate Change | Sharon Zhou @Stanford

AI for Medicine & Climate Change GANs, Product & Time Management | Sharon Zhou @Stanford

Self taught Machine Learning Researcher at Google Brain, on Interpretability & more - Sara Hooker

Self-Driving Architect at NVIDIA - Siddha Ganju, Forbes 30 Under 30

A day in the life on an Applied Machine Learning Researcher - Shreya Shankar, Stanford ​University

Getting Jobs/Internships in United States - Barkha Bhojak, SDE at LinkedIn

Best resources to remain updated about Machine Learning - Siddha Ganju at NVIDIA

Vidhan Agarwal, AI & ML Research at Microsoft

Interviewing for Machine Learning roles in 2020 - Debarghya Das, Ex- @Google ​

Machine Learning in Academic Research vs Industry - Shashank Bhushan Software Engineer at Google

Ajinkya Kolhe, Data Engineering & ML Instructor at Google Cloud ​

Ganesh Iyer, AI Engineer at MGH & BWH Center for Clinical Data Science

Jineet Doshi, Data Scientist at Intuit

Shraddha Patel, AI Consultant at Servian

Shashank Bhushan, Software Engineer (Machine Learning) at Google

Vaibhavi Desai, Community Manager at Google

Devanshu Jain, Software Engineer at YouTube