Life with AI

Hey guys, in this episode I talk about Mixture Of Experts, more specifically about Mixtral, which is today the best open-source LLM available, and also better than ChatGPT 3.5 and Gemini Pro. Mixtral paper:  ⁠https://arxiv.org/pdf/2401.04088.pdf⁠ Mixtral model:  ⁠https://huggingface.co/mistralai/Mixtral-8x7B-v0.1⁠ Mixtral YouTube:  ⁠https://www.youtube.com/watch?v=mwO6v4BlgZQ⁠ Instagram: https://w...

Hey guys, in this episode I have Sergei as guest and we talked a lot about NLP and Named Entity Recognition (NER). Sergei and his colleagues at NuMind have the current state or the art model for NER and we discussed a lot about it during the episode. English model:  ⁠https://huggingface.co/numind/generic-entity_recognition_NER-v1⁠ Multi-language model:  ⁠https://huggingface.co/numind/generic-entit...

Hey guys, in this episode I explain most of what I know about Transformers. I talk about the architecture, the attention formula, encoder, decoder, self-supervised learning, positional encoding, tokenization, inductive bias, Vision-Transformers, receptive fields... It was the most technical episode I've recorded so far, and I hope you like it! By the way, it worth listening to this episode wit...

Hey guys, in this episode I explain RAG (Retrieval Augmented Generation) and the concept of agents executing different tasks. Hope you like it! Instagram: https://www.instagram.com/podcast.lifewithai/   Linkedin: https://www.linkedin.com/company/life-with-ai

Hey guys, in the brazilian version of the podcast I interviewed Daniel, CTO of WeClever, a company that uses AI to improve chat bot experience. In the episode we talked about fine tuning ChatGPT, LoRA, RAG and more! WeClever:  ⁠https://www.linkedin.com/company/wecleverco/⁠ Daniel Linkedin:  ⁠https://www.linkedin.com/in/dmerlimorais/⁠  Instagram: https://www.instagram.com/podcast.lifewithai/  Linke...

Hey guys, this episode was really great! I have tips for both technical and behavioral interviews. In the technical interview part, I talk about what is always present in interviews and is always good to know! I also talk about the biggest technical mistakes that people make in interviews and explain them. In the behavioral part, I talk a little about the interviewer's vision and what is impor...

Hey guys, in this episode I talk about how AI algorithms are trained using supervised and self-supervised learning, how text tokenization works, how ChatGPT was trained and I also talked about document intelligence. This was a heavy technical content episode and I hope you enjoy it! Instagram: https://www.instagram.com/podcast.lifewithai/  Linkedin: https://www.linkedin.com/company/life-with-ai

Hey guys, in this episode I talk about how to better use ChatGPT. In the episode I talk about Chain of Thought, zero shot, few shot and more! Instagram: https://www.instagram.com/podcast.lifewithai/  Linkedin: https://www.linkedin.com/company/life-with-ai

Hello guys, in this episode I go through the leaked document about GPT4 explaining the different points of the architecture, training, inference and dataset. It's a very nice, curious and a bit technical episode! Instagram: https://www.instagram.com/podcast.lifewithai/  Linkedin: https://www.linkedin.com/company/life-with-ai

Hello everyone, in the brazilian version of podcast I interviewed Juliemar from Amicci and we discussed about private label products, marketplace and how to leverage OpenAI API to build their own products. They a lot of very nice applications of AI at Amicci and Juliemar talked more about them during the episode. Juliemar's Linkedin: https://www.linkedin.com/in/juliemarberri/ Amicci's webs...

Hi guys, in this episode in the Brazilian podcast I have as guest Vinicius, CEO of MadeinWeb. In the episode we discussed about the use of AI in agriculture and the power of cloud for digital transformation. Vinicius LinkedIn: https://www.linkedin.com/in/vgallafrio/ MadeinWeb LinkedIn: https://www.linkedin.com/company/madeinweb-mobile/ Podcast LinkedIn: https://www.linkedin.com/company/life-with-a...

Hi everyone, in the portuguese version of the podcast I received as guest Rafael Lanna, CRO of Ewally, a Brazilian fintech for B2B and B2C. In the episode we discussed a lot about how to provide credit score for people that don't have historical transactions. Rafael's LinkedIn: https://www.linkedin.com/in/rafaellanna/ Ewally's website: https://www.ewally.com.br/ Podcast LinkedIn: https...

In this episode I have Krish Ramineni, Co-Founder and CEO of Fireflies a meeting recording tool that transcribes your meeting and has search engine with AI superpowers to enable you to keep track on what was discussed. Their engine allows you to perform different tasks like summarisation, keyword search, topic search... Fireflies is launching soon Fred, their chatGPT like algorithm that will be ab...

Hey guys, in this episode I have Eric Olson, Co-Founder and CEO of Consensus, an evidence-based search engine. In the episode of discussed a lot the technical aspects of building a search engine, going through the different steps of it, like the keyword matching, vector similarity search and also Large Language Models for Q&A. We also discussed about his entrepreneur life, going from a technic...

Hello everyone, in this episode I explain the famous algorithm ChatGPT. ChatGPT is a chatbot developed by OpenAI that is able the answer almost every question. It can be free questions, scientific question or even coding questions. ChatGPT uses GPT3 as backbone and also supervised training along with reinforcement learning using PPO algorithm.  ChatGPT: https://chat.openai.com  Instagram...

Hello everyone, in this episode I explain how tokenizers work. They are basically what enables us to input the text into a NLP algorithm like BERT or GPT. In the episode I explain 3 types of tokenizers, word based, character based and sub-word based representation. Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai Huuging Face blog abo...

Hey guys, in this episode of the podcast I received Guillaume, COO of Waalaxy. Waalaxy is a CRM focused on prospecting any type of clients on LinkdIn, in the episode, besides explaining the product, we discussed possible use cases of AI in the product e how did they manage to grow from zero to more the 6 millions in Anual Recurrent Revenue and hire and maintain talents specially in the tech field....

Hey guys, in this episode I talk about the document intelligence algorithms that we have at Qantev, so basically what I do in my job! We have two main document intelligence algorithm, which are information extraction, where we want to retrieve some specific information from a document, and also table extraction, where we want to extract a table in a document into a CSV format.  Instagram of t...

Hey guys, this is a very special episode because I received as guest the French Grand Master and actual blitz world champion Maxime Vachier-Lagrave, the famous MVL. In the episode we discuss about the use of engines in chess, about his history and of course about chess in general. This episode is super nice and I hope you all enjoy it! MVL instagram: https://www.instagram.com/mvl_chess/?hl=en MVL...

In the episode I interview Hadrie, the CTO at Qantev (company that I work!). In the episode we talked about the company, we explained some parts of our product that we use machine learning and also how is the life of a CTO. We talked about how we detect fraud, waste and abuse in health insurance claims, how we retrieve information from the unstructured data that we have and how we managed the hosp...

In this episode I receive as guest my professor at Sorbonne, Jean-Daniel Kant. Jean's research aims to simulate complex systems like the labor market using a model-agent approach, where he models the system and agents behaviours and then analyse the results to understand the consequences of chances in a part of the system, like an introduction of a new law. Jean developed two great simulators, Wor...

In this episode I receive as guest Slater Victoroff, CTO of Indico Data. In the episode we had a great conversation about Artificial Intelligence, we talked about unstructured data, document intelligence, multimodal learning, how humans learn and even general AI! Besides that, Slater also has experience in the Venture Capital world, so we discussed the actual VC market and also what he looks to in...

Hey guys, in this special episode of 1 year of the podcast a receive my best international friends to talk about our experience of living, studying and working abroad. I have as guests for this special episode Chiara and Matteo from Italy, Zahra from Iran, Santiago from Colombia and Anas from Morocco. Instagram: https://www.instagram.com/podcast.lifewithai/  Linkedin: https://www.linkedin.com...

Hey guys, in this episode I discuss if Deep Learning is for everybody. In the episode I discuss about the availability of deep learning to people to use for both text and image applications showing there diferencies and how the cloud platforms are impacting on it.   Instagram: https://www.instagram.com/podcast.lifewithai/  Linkedin: https://www.linkedin.com/company/life-with-ai&nbsp...

Hey guys, in this episode I talk about Gato, a new DeepMind algorithm that is capable of solving more than 600 completely different tasks. This algorithm is for sure a first step to achieve general artificial intelligence, because with only 1 algorithm with 1 set of parameters is able to solve tasks like play games like Atari, caption images, chat with humans (chatbot) e even control a robotic arm...