Life with AI

#100- Enter: Building AI from Brazil.

05 Feb 2026

Contributed by Lukas

In this episode I interview Mateus Costa-Ribeiro, Founder and CEO of Enter. This interview was recorded in Sequoia's HQ in San Francisco and tells...

#99- GraphRAG.

05 Dec 2024

Contributed by Lukas

Hello everyone, in this episode I talk about GraphRAG. This new RAG technique is very useful to better retrieve global information from your document ...

#98- On-device AI with SmolLM.

07 Nov 2024

Contributed by Lukas

Hello guys, in this episode of the podcast I talk about on-device AI and the SmolLM blog post published by Hugging Face. I first give my thoughts on ...

#97- Brazilian grammarly with Felipe from Clarice AI.

31 Oct 2024

Contributed by Lukas

Hey guys, in the Brazilian version of the podcast I interviewed Felipe, CEO and Founder of Clarice AI, the Brazilian Grammarly. In the episode we dis...

#96- Maritaca AI, the brazilian LLM company.

24 Oct 2024

Contributed by Lukas

Hey guys, in the brazilian version of the podcast I interviewed Hugo Abonizio, he is LLM engineer at Maritaca AI, the only brazilian LLM company that ...

#95- Why Chain of Thought works?

26 Sep 2024

Contributed by Lukas

Hey guys, in this episode I try to explain my ideas on why Chain of Thought works. Of course nothing that I say is proved, the idea is really to give ...

#94- OpenAI o1

19 Sep 2024

Contributed by Lukas

Hey guys, in this episode I talk about the new model of OpenAI, the OpenAI o1, the model that thinks and reflects before answering. In the episode I ...

#93- Different types of AI.

12 Sep 2024

Contributed by Lukas

Hey guys, in this episode I talk about the different types of AI. I don't go deep into the models, I focus more on explaining the different types ...

#92- Llama3 benchmarks, vision and speech.

22 Aug 2024

Contributed by Lukas

Hey guys, this is the last episode of the Llama3 paper. In this episode, I talk about their discussion on the contamination analysis of the benchmarks...

#91- Llama 3 training.

15 Aug 2024

Contributed by Lukas

Hey guys, in this episode I talk about the Llama 3 paper pre-training and post-training! Instagram of the podcast: https://www.instagram.com/podcast....

#90- Llama 3 paper overview.

25 Jul 2024

Contributed by Lukas

Hey guys, FINALLY we have Llama 3 paper, the release of the 405B model and the update of the 8B and 70B models. In this episode I give my thoughts abo...

#89- How to choose the best AI model for your application?

18 Jul 2024

Contributed by Lukas

Hey guys, in this episode I talk about how to choose the best model for your AI application. I discuss the different tradeoffs you should take into co...

#88- Stable Diffusion.

11 Jul 2024

Contributed by Lukas

Hey guys, in this episode of the podcast I talk about Stable Diffusion, a famous open source image generation algorithm. Instagram of the podcast: ht...

#87- Diffusion models, the algorithm behind Midjourney, Dall-e and Stable Diffusion.

04 Jul 2024

Contributed by Lukas

Hey guys, in this episode I talk about diffusion models, the algorithm behind all the image generation models today, like stable diffusion, Midjourney...

#86- CLIP, SigLIP and JinaCLIP.

27 Jun 2024

Contributed by Lukas

Hey guys, in this episode I talk about 3 very important models that use contrastive learning, CLIP, SigLIP and JinaCLIP. They are image-text embedding...

#85- Constrastive learning and cosine similarity.

20 Jun 2024

Contributed by Lukas

Hey guys, in this episode I talk about two very important technical concepts in Deep Learning, constrastive learning and cosine similarity. They are v...

#84- FineWeb, the best dataset to pre-train LLMs.

13 Jun 2024

Contributed by Lukas

Hey guys, in this episode I talk about the FineWeb dataset, the best pre-training open source dataset to date. In the episode I explain how they creat...

#83- LLM copilot for enterprise.

06 Jun 2024

Contributed by Lukas

Fala galera, nesse episódio eu falo com o João Batista, Technical Product Manager da Stackspot AI. No episódio a gente falou bastante sobre o uso d...

#82- BitNet, 1 bit Transformers.

30 May 2024

Contributed by Lukas

Hey guys, in this episode I talk about two papers, BitNet and 1.58 bit Transformer. These two papers from microsoft tell a new receipe to train 1 bit ...

#81- Llama 3.

19 Apr 2024

Contributed by Lukas

Extra episode about Llama 3.

#80- Layer pruning and Mixture of Depths.

18 Apr 2024

Contributed by Lukas

Hey guys, continuing the series of episodes about PEFT, in this episode I talk about inference optimization techniques for LLMs. I talk about layer p...

#79- LoRA and QLoRA.

11 Apr 2024

Contributed by Lukas

Hey guys, this is the first episode in a series of episodes about PEFT, Parameter Efficient Fine Tuning. In this episode I talk about LoRA and QLoRA, ...

#78- RAFT: Why just to use RAG if you can also fine tune?

21 Mar 2024

Contributed by Lukas

Hello, in this episode I talk a Retrieval Aware Fine Tuning (RAFT), a paper that proposes a new technique to use both domain specific fine-tuning and ...

#77- Ring Attention and 1M context window, is RAG dead?

07 Mar 2024

Contributed by Lukas

Hello guys, in this episode I explain how we can scale the context window of an LLM to more than 1M tokens using Ring Attention. In the episode, I als...

#76- Solving problems using AI.

22 Feb 2024

Contributed by Lukas

Hey guys, in the Brazilian version of the Podcast I interviewed Andre, he is an AI expert on IBM and we talked a lot about how to solve problems using...

#75- Mixtral and Mixture of Experts.

18 Jan 2024

Contributed by Lukas

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 als...

#74- Named Entity Recognition and NLP with Sergei Bogdanov.

07 Dec 2023

Contributed by Lukas

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...

#73- Transformers.

30 Nov 2023

Contributed by Lukas

Hey guys, in this episode I explain most of what I know about Transformers. I talk about the architecture, the attention formula, encoder, decoder, se...

#72- RAG and agents.

16 Nov 2023

Contributed by Lukas

Hey guys, in this episode I explain RAG (Retrieval Augmented Generation) and the concept of agents executing different tasks. Hope you like it! Insta...

#71- AI for chat bots with Daniel from WeClever.

02 Nov 2023

Contributed by Lukas

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...

#70- Technical and behavioral interview tips!

31 Aug 2023

Contributed by Lukas

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...

#69 - Supervised and self-supervised learning, tokenization, ChatGPT and document intelligence.

24 Aug 2023

Contributed by Lukas

Hey guys, in this episode I talk about how AI algorithms are trained using supervised and self-supervised learning, how text tokenization works, how C...

#68- ChatGPT, how to better use it!

04 Aug 2023

Contributed by Lukas

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! Instagr...

#67- GPT4 leaked information

27 Jul 2023

Contributed by Lukas

Hello guys, in this episode I go through the leaked document about GPT4 explaining the different points of the architecture, training, inference and d...

#66 - Private label products, marketplace and OpenAI API with Juliemar from Amicci.

22 Jun 2023

Contributed by Lukas

Hello everyone, in the brazilian version of podcast I interviewed Juliemar from Amicci and we discussed about private label products, marketplace and ...

#65- AI and cloud in agriculture with Vinicius from MadeinWeb.

20 Apr 2023

Contributed by Lukas

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 agric...

#64 - Fintechs and credit score with Rafael Lanna from Ewally.

30 Mar 2023

Contributed by Lukas

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 epi...

#63 - Audio transcription, Generative AI and chatGPT with Krish from Fireflies.

09 Feb 2023

Contributed by Lukas

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 wi...

#62- How to make an evidence-based search engine with Eric Olson from Consensus.

19 Jan 2023

Contributed by Lukas

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 t...

#61 - ChatGPT.

15 Dec 2022

Contributed by Lukas

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 ...

#60 - How to input text into your model? Understanding tokenizers.

01 Dec 2022

Contributed by Lukas

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 ...

#59 - How to better prospect clients on LinkedIn with Guillaume from Waalaxy.

20 Oct 2022

Contributed by Lukas

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,...

#58 - Document intelligence at Qantev. Information extraction and table extraction.

07 Oct 2022

Contributed by Lukas

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...

#57 - The use of engines in chess with the blitz world champion MVL.

11 Aug 2022

Contributed by Lukas

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, t...

#56 - Artificial Intelligence for health insurance at Qantev with Hadrien De March.

28 Jul 2022

Contributed by Lukas

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 ou...

#55 - Complex systems and multi-agent learning with Jean-Daniel Kant.

23 Jun 2022

Contributed by Lukas

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 ...

#54 - Document Intelligence, Multimodal learning and Venture Capital with Slater Victoroff.

09 Jun 2022

Contributed by Lukas

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 ...

#53 - The experience of living and studying abroad. Special episode with my best friends!

06 Jun 2022

Contributed by Lukas

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 an...

#52 - Is Deep Learning for everybody?

26 May 2022

Contributed by Lukas

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 u...

#51 - Gato, first steps into a General AI.

19 May 2022

Contributed by Lukas

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 algori...

#50 - Understanding BERT.

12 May 2022

Contributed by Lukas

Hey guys, in this episode I finish a series of 3 episodes about Transformers talking about BERT, the model revolutionized the NLP field. If you want t...

#49 - Understanding Vision Transformers.

05 May 2022

Contributed by Lukas

Hey guys, in this episode I talk about Vision Transformers, the application of Transformers for computer vision (images). In the episode I explain the...

#48 - Attention is all you need. Understanding Transformers.

28 Apr 2022

Contributed by Lukas

Hey guys, in this episode I finally explain the Transformers network architecture! The paper Attention is all you need proposed the Transformer networ...

#47 - Active learning for anomaly detection. How to decrease the manual time annotating the data.

21 Apr 2022

Contributed by Lukas

Hey guys, in this episode I talk about the use of active learning for anomaly detection. In an anomaly detection scenario, most of the time we don't h...

#46 - Google Multisearch and Multimodal Learning.

14 Apr 2022

Contributed by Lukas

Hey guys, in this episode I talk about the problem of multimodal learning, where we train a network using paired modalities of data, like image and te...

#45 - Information retrieval, NLP, Research and PhD advises with Laure Soulier.

07 Apr 2022

Contributed by Lukas

Hey guys, in this episode I receive as guest my professor at Sorbonne Laure Soulier. In the episode she talk a lot about Information Retrieval and NLP...

#44 - Data2Vec, training one model with text, audio and image.

31 Mar 2022

Contributed by Lukas

Hey guys, in this episode I talk about Data2Vec, a revolutionary algorithm that is able to learn from 3 different data modalities, audio, text and ima...

#43 - How AI will impact our lives in the future.

24 Mar 2022

Contributed by Lukas

Hello everyone, in this episode I talk about the future of AI. I talk about applications that will impact our lives in the future, like metaverse reco...

#42 - Bias and Ethics in datasets and AI algorithms.

17 Mar 2022

Contributed by Lukas

Hey guys, in this episode I have as guest Joe Scarffe, Chief Market Officer at Twine. In this episode we talk about bias an ethics in the datasets and...

#41 - How Artificial Intelligence is impacting our lives today.

10 Mar 2022

Contributed by Lukas

Hey guys, in this episode I talk about how artificial intelligence is impacting our lives directly and indirectly, how many aspects of our life are co...

#40 - No code Data Science. Building entire solutions without a single line of code.

03 Mar 2022

Contributed by Lukas

Hey guys, in this episode I talk about no code data science solution, platforms that you can create entire solutions of data science, since the data a...

#39 - How to make your Data Science project from scratch.

24 Feb 2022

Contributed by Lukas

Hey guys, in this episode I talk about how to make a Data Science project from scratch. In the episode I start talking about a set of steps that you n...

#38 - Artificial Intelligence dictionary. Understanding all the AI terms.

17 Feb 2022

Contributed by Lukas

Hey guys, in this episode I explain all (or almost all) terms related to artificial intelligence. If you get lost in the middle of those terms that yo...

#37 - Reinforcement Learning.

10 Feb 2022

Contributed by Lukas

Hey guys, in this episode I explain what the Reinforcement Learning. In the episode I give some application of where Reinforcement Learning is being u...

#36 - What are Neural Networks? Are they really intelligent?

03 Feb 2022

Contributed by Lukas

Hey guys, in this episode of the podcast I explain what are neural networks and how they work. In the episode I talk about the relationship between ou...

#35 - Research, startup and youtube with Shrinivasan Sankar.

27 Jan 2022

Contributed by Lukas

Hey guys, in this episode a have as guest the ex Oxford researcher Shrinivasan Sankar. In the episode Shrini talk about his research on Deep Learning ...

#34 - Research, Generative Models, GANs and American Ninja Warrior with Asya Grechka.

20 Jan 2022

Contributed by Lukas

Hey guys, in this episode I have as guest Asya Grechka, a PhD student and my professor at Sorbonne. In the episode we mainly talk about Asya's researc...

#33 - The state of the art is self-supervised! How to pre train NLP and computer vision transformer architectures.

13 Jan 2022

Contributed by Lukas

Hey guys, in this episode I talk about the pre training process of the state of the art NLP and computer vision transformer architectures. Since 2017 ...

#32 - How to fool a neural network. Understanding adversarial attacks.

06 Jan 2022

Contributed by Lukas

Hey guys, in this episode I talk about the how to attack a neural network and also how to defend your network against these attacks. In the episode I ...

#31 - How to make autonomous vehicles drive in different places? Understanding domain adaptation and semi-supervised learning.

30 Dec 2021

Contributed by Lukas

Hey guys, in this episode I explain how an autonomous vehicle can learn to drive in a specific city and be able to generalize the driving knowledge to...

#30 - How Alexa talks to you? Speech to text and self-supervised with Miguel Agrizzi

23 Dec 2021

Contributed by Lukas

Hey Guys, in this episode I have as guest my fiend Miguel to talk about the problem of speech to text. The problem is basically transcript an audio to...

#29 - Metaverse and Omniverse with Vinícius Bonemer.

16 Dec 2021

Contributed by Lukas

Hey guys, in this episode of the podcast I have as guest my friend Vinicius Bonemer to talk about the virtual world a.k.a metaverse. In the episode we...

#28 - Tips for getting your internship in France/Europe with Vinicius Akira.

09 Dec 2021

Contributed by Lukas

Hey guys, in this episode I receive as guest my friend Vinicius Akira to talk about our experience to find our internships here in France and we also ...

#27 - Research in computer vision, transformers and autonomous driving with Matthieu Cord.

02 Dec 2021

Contributed by Lukas

Hello everyone, in this episode I interviewed Matthieu Cord, my professor at Sorbonne University. Matthieu is a researcher at Sorbonne in the field of...

#26 - AI for energy efficiency and much more with Franco Marchesoni.

25 Nov 2021

Contributed by Lukas

Hey guys, in this episode I receive as a my friend Franco and we talk about energy efficiency, image enhancement and active learning. Franco told abou...

#25 - How is the experience of having a podcast.

18 Nov 2021

Contributed by Lukas

Hey guys, in this episode I talk about how is being the experience of have the podcast. I talk about my routine as a podcaster, the equipment and tool...

#24 - Tips for training neural networks, data augmentation and self-supervised learning with Fernando Santos.

11 Nov 2021

Contributed by Lukas

Hey guys, in this episode I talk about the main points of the episode that I recorded in Portuguese with Fernando Santos, a post doc researcher and pr...

#23 - How to fed data into AI algorithms. Understanding categorical feature encoding and scaling/normalization.

04 Nov 2021

Contributed by Lukas

Hey guys, in this episode I talk about how to input tabular data into artificial intelligence algorithms. You can understand tabular data as the famou...

#22 - Binary Neural Networks with Breno Skuk.

28 Oct 2021

Contributed by Lukas

Hey guys, in this episódio I have as guest my friend Breno Skuk to talk about binary neural networks. Binary Neural Networks can decrease the inferen...

#21 - Algorithms for NLP and time series. Understanding RNN, GRU and LSTM.

21 Oct 2021

Contributed by Lukas

Hey guys, in this episode I explain the ideia behind 3 very important algorithms widely used in Natural Language Processing (NLP) and time series. I e...

#20 - Applications of RNNs in the real world.

14 Oct 2021

Contributed by Lukas

Hey guys, in this episode I talk about applications related to RNNs in the real world. I talk about applications of Natural Language Processing (NLP),...

#19 - Applications of GANs in the real world.

07 Oct 2021

Contributed by Lukas

Hey guys, in this episode I talk about applications of GANs, Generative Adversarial Networks, in the real world. I talk about many applications in pho...

#18 - Applications of CNNs in the real world.

30 Sep 2021

Contributed by Lukas

In this episode I talk about different applications of artificial intelligence in the real world using CNN networks. I talk about 3 main problems, cla...

#17 - Artificial Intelligence in the financial market with Gabriel Oliva.

23 Sep 2021

Contributed by Lukas

In this episode I'm with my friend Gabriel Oliva to talk about the use o Artificial Intelligence in the financial market. We talk about many applicati...

#16 - Financial market, first steps to get into it with Kevin Kühl.

16 Sep 2021

Contributed by Lukas

In this episode I'm with my friend Kevin Kühl to talk about the first steps to get into the financial market. We talk about different types of invest...

#15 - Modeling complex systems like the Covid and epilepsy with Kevin Kühl.

09 Sep 2021

Contributed by Lukas

In this episode I have as a guest my friend Kevin Kühl, which worked with modeling complex systems in the ICMC lab from USP in partnership with a lab...

#14 - Dimensionality Reduction and Clustering. Understanding PCA, Kmeans and Autoencoders.

02 Sep 2021

Contributed by Lukas

In this episode I talk about the problems of dimensionality reduction and clustering. I explain the applications of each one of these problems and als...

#13 - Augmented reality and virtual reality with Vinícius Bonemer.

26 Aug 2021

Contributed by Lukas

In this episode I have as a guest my friend Vinícius Bonemer, that worked with augmented reality and virtual reality in the Apple lab in Brazil. In t...

#12 - Transforming normal pictures into famous paintings. Understanding the CycleGAN.

19 Aug 2021

Contributed by Lukas

In this episode I explain a new class of problems that are able to be solved from the neural network CycleGAN. With this new network, we are able to t...

#11- How did I win a Kaggle competition.

12 Aug 2021

Contributed by Lukas

In this episode I explain the solution I had to win a kaggle competition in my university (Telecom Paris). I explain the different solutions I had and...

#10 - Racist algorithms

05 Aug 2021

Contributed by Lukas

In this episode I give various examples about racist algorithms in different domains like face recognition, healthcare insurance, crime probability, h...

#9 - Trees and forests. How these algorithms work? Understanding XGBoost and RandomForest.

29 Jul 2021

Contributed by Lukas

In this episode I explain how the machine learning algorithms based on trees and forests work. In the episode I explain in a simple way the idea behin...

#8 - Myths and truths about Artificial Intelligence

22 Jul 2021

Contributed by Lukas

In this episode we talk about some myths and truths about Artificial Intelligence. We talk about the general artificial intelligence, where the robots...

#7 - What's behind Instagram filters? Understanding the styleGAN.

15 Jul 2021

Contributed by Lukas

In this episode I talk about the next generation of instagram filters, that we will be able to edit easily specific attributes of our face or even mix...

#6 - How to generate people that doesn't exist? Understanding Generative Adversarial Networks - GANs.

08 Jul 2021

Contributed by Lukas

In this episode I talk about how artificial intelligence is generating people that doesn't exist. I explain how the GANs work, the Generative Adversar...

#5 - How Facebook algorithms work?

01 Jul 2021

Contributed by Lukas

In this episode I talk about how Facebook algorithms work. I explain the main goal of the platform and also how do they use our data to make money. I ...

#4 - How the computer understand texts? Understanding Word Embeddings.

24 Jun 2021

Contributed by Lukas

In this episode we explain how computers understand texts. I talk about a representation based on the dictionary and a more efficient one based on the...

#3 - Artificial intelligence for images. Understanding Convolutional Neural Networks - CNNs.

17 Jun 2021

Contributed by Lukas

In this episode I talk about artificial intelligence for image. I explain the idea behind one of the most popular AI algorithm, the neural networks an...

#2 - Is it possible to predict news?

10 Jun 2021

Contributed by Lukas

In this episode of the podcast Life with AI I talk about the problem of predicting news. In this episode I show how I statistically proved that it's p...

#1 - AI and fraud detection in the stock market.

07 Jun 2021

Contributed by Lukas

This is the first episode of the podcast Life with AI, the podcast that talks about artificial intelligence in a simpler way. In this episode I explai...