Search
Find an article, guide, or resource.
Use the filters for topics, years, and content type once the index loads.
Reusable memory for AI agents means keeping notes, sources, and references outside the model so future sessions can use them.
Article / 2026What Did Microsoft's MAI Model Actually Train On?Microsoft's MAI-Thinking-1 report matters because it refuses synthetic data and asks what behavior a model really inherited.
Article / 202690% Cheaper GPT APIsCheap GPT API proxies can hide model swaps, key logging, and code risks. The small token discount may cost more than it saves.
Article / 2026Loop Engineering ExplainedLoop engineering turns repeated agent babysitting into a controlled workflow with goals, checks, tools, and stop conditions.
Article / 2026How Image Generation Actually WorksA plain-English explanation of image generation, how text steers visual models, and why prompts do not directly draw pixels.
Article / 2026Coding Changed ForeverAI coding agents changed how software gets built, but vibe coding breaks quickly without reviews, tests, context, and taste.
Article / 2026How Google Went From AI Joke to OpenAI’s Biggest ProblemA look at how Google moved from being dismissed in AI to becoming one of OpenAI's strongest competitors again.
Article / 2026Your AI Can Improve Itself — Or Fool YouSelf-improving AI is becoming practical in small loops, but the same loop can also optimize the wrong thing and fool you.
Article / 2026AI Distillation Explained: The Truth Behind the Biggest AI Controversy Right NowA practical explanation of AI distillation, the controversy around model outputs, and why ownership is harder than the technique.
Article / 2026How to Control Bias in AI AgentsA practical look at bias in AI agents, from audits and guardrails to the human review loops that still matter.
Article / 2026Harness Engineering: The Missing Layer Behind AI AgentsHarness engineering is the missing layer around agents: tools, evals, traces, guardrails, and controls that make them usable.
Article / 2026Why RAG Is Not Training Your AIRAG does not train your model. It gives the model temporary context, which changes the answer without changing the weights.
Article / 2026What I Look For When Hiring AI EngineersWhat stands out in AI engineering interviews and take-homes: judgment, clear thinking, debugging, and shipping useful systems.
Article / 2026Stop Building Agent DemosA push to move past agent demos and build systems that can be evaluated, debugged, deployed, and trusted under constraints.
Article / 2026I Published 42 Shorts on AI Terms in 42 daysA 42-day AI terms project that explains why understanding model behavior matters more than collecting prompting tricks.
Article / 2026The 12 Questions That Decide Your AI ArchitectureA practical checklist for choosing AI architecture before implementation, so teams avoid agent rewrites caused by bad scoping.
Article / 2026Multi-agent is becoming the new overengineeringA clear distinction between workflows, agents, and multi-agent systems, with the main rule: stay as simple as the problem allows.
Article / 2026How to Clean Up AI-Generated Drafts Without Sounding Like ChatGPTA practical editing workflow for using LLMs without losing your voice, with checks for slop, repetition, and fake polish.
Article / 2025Why AI Feels Intelligent (and Why That’s Misleading)Why LLMs feel intelligent, why the comparison to human learning gets messy, and what builders should remember about fluency.
Article / 2025Earn While Helping Others Learn AIAn explanation of the Towards AI Partner Program, where referrals can earn books, courses, full access, or an affiliate tier.
Article / 2025Deep Research Agents: The Next Big Leap Beyond ChatGPTDeep research agents go beyond chat by browsing, planning, synthesizing, and producing cited reports, but they still need checks.
Article / 2025What actually changed with GPT-5A practical read on GPT-5: what changed in reasoning, tools, cost, and when the full model beats smaller options.
Article / 20252025: The Year of AI AgentsWhy 2025 became the year of AI agents: longer context, cheaper tools, better models, and workflows that can finally act.
Article / 2025LLMs Lie. Here’s How to Keep Them HonestA practical guide to keeping LLMs honest with grounding, verification, evals, and workflows that do not trust fluency alone.
Article / 2025Prompt Engineering 101 for Business PeopleA business-friendly introduction to prompt engineering: clear instructions, useful context, examples, and knowing when prompts are not enough.
Article / 2025How to Really Build on Top of LLMsA practical session on building with LLMs, from prompts and RAG to evals, workflows, and the parts teams usually skip.
Article / 2025MCP: The USB Port for LLM IntegrationsMCP acts like a standard connector layer for LLM tools, making integrations easier to share, inspect, and reuse.
Article / 2025Our developer-focused guide to LLMs, free!A free developer-focused LLM training on how models work, how to use them, and where their current limitations still show up.
Article / 2025How Smart Are Reasoning Models in 2025?A practical explanation of reasoning models in 2025, why extra thinking time helps, and where the limits still are.
Article / 2025LLM Weaknesses 101: What They Really LearnA practical explanation of what LLMs really learn, why they fail, and which weaknesses builders need to design around.
Article / 2025Master LLMs in a WeekendA compact path for learning practical LLM development basics over a weekend, with enough structure to start building.
Article / 2025How LLMs LearnA beginner-friendly explanation of how LLMs learn from data, prediction, fine-tuning, and feedback without treating them as magic.
Article / 2025Python Fundamentals + CS ConceptsA beginner guide to Python and computer science basics: syntax, variables, inputs, outputs, debugging, and how programs think.
Article / 202514 CEOs Break Down the Challenges in QuantumNotes from Jensen Huang's GTC quantum panel on why quantum still feels hyped, where QPUs may help, and what has to work first.
Article / 2025An Introduction to Colab and Jupyter for BeginnersA beginner-friendly comparison of Google Colab and Jupyter notebooks, with when to use each for Python and AI work.
Article / 2025Open-Sora 2.0 Explained: Architecture, Training, and Why It MattersA practical walkthrough of Open-Sora 2.0, its video generation architecture, training approach, and why open video models matter.
Article / 2025Inside ChatGPT: How AI Understands and Generates LanguageA beginner-friendly explanation of how ChatGPT turns text into tokens, predicts responses, and generates language that feels coherent.
Article / 2025How FlashMLA Cuts KV Cache Memory to 6.7%A plain-English look at FlashMLA, DeepSeek's KV cache memory trick, and why efficient attention matters for large models.
Article / 2025OpenAI's NEW Fine-Tuning Method Changes EVERYTHINGA practical explanation of reinforcement fine-tuning, how it differs from supervised fine-tuning, and when rewards help.
Article / 2025The Era of "ChatGPT Programming"An introduction to programming with ChatGPT support, focused on giving computers clear instructions and understanding the code.
Article / 2025From Zero to LLM Hero: Announcing Our Python Primer for Generative AIAn announcement for a Python primer built to help beginners move from shaky coding basics toward practical generative AI work.
Article / 2025Will AI Take Your Job?A practical look at how LLMs affect jobs, which tasks are easier to automate, and why adaptation beats panic.
Article / 2025Staying Ahead of AI Developments in 2025A practical guide to tracking AI in 2025 without chasing every release, by narrowing sources around your work and goals.
Article / 2025The Best 'LLM Developer' Courses in 2025A practical guide to choosing LLM developer courses in 2025 based on projects, depth, and the skills companies actually need.
Article / 2025LLM Developers vs Software Developers vs ML Engineers: Key DifferencesA comparison of LLM developers, software developers, and ML engineers, focused on the skills each role actually needs.
Article / 2025Agents or Workflows?A practical way to separate real agents from LLM calls and workflows, so teams choose the right amount of autonomy.
Article / 2025CAG vs RAG: Which One is Right for You?A practical comparison of CAG and RAG for LLM context, including when cached context helps and when retrieval still wins.
Article / 2025Why LLMs Are the Future of WorkA practical look at how LLMs change work, which tasks they affect first, and which skills help people stay competitive.
Article / 2025Introducing Our 8-Hour Generative AI PrimerAn introduction to an 8-hour generative AI primer built to help learners understand models, prompting, and practical use cases.
Article / 2025Best Practices for Building and Deploying Scalable APIs in 2025A practical API deployment guide for AI engineers who need models, data, and products to talk reliably in production.
Article / 2025Lessons from MinitronLessons from Minitron on building smaller language models, where efficiency comes from, and why model size is not the full story.
Article / 2025When NOT to Use Large Language ModelsA practical guide to when LLMs are overkill, when simpler models work better, and how to decide before spending the compute.
Article / 2024Optimizing RAG: Should you Fine-Tune?Optimizing Large Language Models for Retrieval-Augmented Generation. How do you deploy these models in a way that’s even better?
Article / 2024What Are Vector Databases?Building AI-Powered Search and Recommendations. As your data grows, you’ll need a database that can scale with it.
Article / 2024Advanced Search Techniques: From Keywords to GraphsBuild a Smarter RAG System. If you need to understand meaning and context, go for embedding search.
Article / 2024How to Improve Your RAG Pipeline with Fine-Tuned Embedding ModelsImprove a RAG pipeline with fine-tuned embeddings, better retrieval checks, and a clearer view of when the extra work is worth it.
Article / 2024Long Context Models Explained: Do We Still Need RAG?So, do we still need to do retrieval-augmented generation, knowing that better models will continue to emerge in the short and long term with an increased context.
Article / 2024Don’t Fall for the Hype: How to Identify Truly Useful AIWhat Makes AI Truly Useful? This way, since it’s built into the tool you already use, you don’t need to be a master prompt engineer or explain technicalities.
Article / 2024How to Effectively Evaluate Retrieval-Augmented Generation (RAG) SystemsEvaluate RAG systems with retrieval and answer-quality checks that show whether your pipeline is actually improving.
Article / 2024Indexing Methods for Vector RetrievalAdvanced Vector Indexing Techniques for RAG. As we’ve discussed in our book and course, retrieving documents or useful text is necessary for all LLM-based products.
Article / 2024Releasing our 90+ lesson practical LLM Developer course!Put a dozen experts (frustrated ex-PhDs, graduates and industry) and a year of dedicated work.
Article / 2024Find the Best AI Model for Your Specific TaskNo-code Custom LLM Evaluation Demo. You just create your benchmark with questions and answers the LLM should provide.
Article / 2024Building a Multi-Agent System (No-Code)No-code Agentic AI Demo. They then allow you to deploy the system and create an API out of it, all without any code knowledge.
Article / 2024Top RAG Techniques You Should Know (Wang et al., 2024)Building the Best RAG Stack: A Breakdown of Wang et al.'s Goldmine Study. Fine-tuning the Generator Lastly, should you fine-tune the LLM you are using for generation?
Article / 2024OpenAI's o1 Model: The Future of Reasoning AI? What Sets It ApartIndeed, it’s slower than models like GPT-4o because it takes time to think through problems, but if you need a model that excels at solving complex tasks.
Article / 2024Personalized Marketing with AIThe Real AI Tools Revolutionizing Modern Marketing Beyond ChatGPT. We also need to be careful with the data collected from our users and use it ethically.
Article / 2024How Nvidia trained NemotronTraining LLMs with Synthetic Data. Okay, so that’s cool and all; we’ve got a way to create better models with little manual data improvement work.
Article / 2024LLM EvalsWhat, why, when and how…. We then check the actual accuracy in each group: For the predictions the model is 70% confident about.
Article / 2024How to Build a Multimodal LLM like GPT-4o?A clear look at Chameleon, the multimodal LLM idea behind GPT-4o-style systems, and what changes for text, image, and video models.
Article / 2024The Hidden Dangers of AI in Coding: What You Need to KnowIt’s especially useful and important for larger companies or when working with multiple developers if you are trying to build a reliable and valuable codebase.
Article / 2024The AI Engineer's toolkitOur first book: Building LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG.
Article / 2024How LLMs Know When to Stop Talking?Understand how LLMs like GPT-4 decide when they have effecrtively answered your question.
Article / 2024Google's Infini-AttentionInfinite Context Window?! But first, we also need some “context” to understand what they did.
Article / 2024Mixture of Experts explained simplyMixtral MoE Explained. This means that the model tries to predict the next token, or next word, of a sentence you send as the input prompt.
Article / 2024AI in Education: The End of Schools As We Know Them?AI's Impact on Traditional Education. This technology will change not only how and what we learn but also the skills we need for the future.
Article / 2024How will AI impact Healthcare?What will the future of healthcare look like? So you cannot really scrape the whole internet and build a good model like ChatGPT.
Article / 2024AI Revolution in Journalism: What It Means for NewsWill journalists be replaced by AI? You don’t need much other than ChatGPT or another similar language model like Gemini.
Article / 2024Get Hired in Data Analytics Within 90 Days: Avery Smith's Success FormulaThat can be really big because if you have a model, by the end of the day, the human's making the decision and they're ignoring your model, your model is not very useful.
Article / 2024Tina Huang on AI, Education, Freelancing, and Boosting Personal ProductivityI think there's even more of an emphasis on problem solving, big picture thinking, when you should be using that bubble sort as opposed to not using that bubble sort.
Article / 2024AI and Art - Redefining Creativity with Mariam BrianI see us going is that once we develop a definition of the hard problem of consciousness, of sentience, AI will also need to look at, you know, ethical use, labor rates.
Article / 2024How is Data Transforming AIJerome Pasquero on Data Annotation: The Building Blocks of AI's Future - The What's AI Podcast (episode 27).
Article / 2024AI Unveiled: Ethics, Innovation, and the Human-AI SymbiosisAnd my mother, I think she doesn't even realize what that is. [01:04:00] but, but, but what we have is if we want my model or your model to use it, first.
Article / 2024RAG ExplainedRetreival augmented generation (RAG) explained simply. If you need safe information from an AI chatbot like a medical assistant, a tutor, a lawyer, or an accountant.
Article / 20232023: The best AI papers - A Review 🚀Lastly, we witnessed controversy surrounding Google’s demonstration video of the Gemini model and more… In 2022, we witnessed the rise of the mighty ChatGPT.
Article / 2023What's AI Episode 25: Jerry Liu. From RAG Strategies to Gemini's Impact in TechIt's just a programmatic way of prompt engineering. if we think RAG will get better than that, we could see that as a way of prompt engineering.
Article / 2023How to have a successful AI startupsLessons on building AI startups, finding useful problems, and avoiding the usual hype traps from Greg Coquillo's founder perspective.
Article / 2023Train, fine-tune, prompt, RAG... What should you do with your LLM?Tips on what to do with your language model or API. Do you ever question yourself if you should be training from scratch, fine-tuning, doing prompt engineering.
Article / 2023The Future of Video Generation: Deep Dive into Stable Video DiffusionStable Video Diffusion Explained. I’m Louis from What’s AI, and let’s explain how this new model works!
Article / 2023Understanding Distil-Whisper: A Closer Look at AI's Role in Audio TranscriptionIt’s a much more complex problem than processing text as you also need to deal with background noises, different tones or pitch, and, obviously.
Article / 2023AI Expert Ken Jee Discusses Data Science & AI StartupsData Science, Startups & More with Ken Jee. You need to be passionate about the problem and try to find solutions, whatever it is.
Article / 2023Start with Large Language Models (LLMs) in 2023 - Become an expert for free!Learn LLMOps now. A complete guide. Free. LLMs are revolutionizing how we interact with technology, from chatbots to advanced data analysis.
Article / 2023Revolutionizing AI Applications: Dmitry Shapiro's Vision for MindStudioThis is an interview with Dmitry Shapiro, previously working at Google and CTO of MySpace Music. Now.
Article / 2023Navigating the AI Landscape: Strategies from Paige Bailey, AI Product LeaderFrom Microsoft GitHub to Google DeepMind: Paige Bailey. And also you should probably be doing this in the context of an IDE like Android Studio.
Article / 2023I dropped out of my PhDDropping out of a PhD for the startup world. Before the Decision… Just to give some context, my journey into the Ph.D. was quite obvious to me.
Article / 2023The Future of AI: 5 Incredible Ways GPT-4 is Shaping Our WorldDiscover 5 useful Applications of GPT-4 and Llama-2 - No Coding Required! This might not be super useful in the real world.
Article / 2023Meet Our new AI Tutor!How we Built an Open-Source RAG-based ChatGPT Web App. That’s where the marvel of Retrieval Augmented Generation, or RAG, comes into play.
Article / 2023DALLE 3 Explained: Improving Image Generation with Better CaptionsOpenAI’s BEST text-to-image model to date! Or, we could use another model to understand images and generate better captions first!
Article / 2023Our AI Tutor is live!!!RAG is a powerful approach to reducing hallucination risks and providing a way to reference the knowledge shared by a chatbot so you can dive in and learn more.
Article / 2023Responsible AI: Insights from an Ethics ExpertThe What's AI Podcast Episode 20 with Auxane Boch: Ethics Expert. And you, you check all those boxes to be sure that there is a problem and that your fix [00:38:00].
Article / 2023Mastering Prompts: How to Effectively Communicate with AI Language ModelsExploring the unique behaviors of different Large Language Models (LLMs) and mastering advanced prompting techniques!
Article / 2023Generate music with AI: Stable Audio ExplainedNew AI That Generates useful Music! This is used to allow the model to understand how long the song generated should be and understand various lengths as well as what.
Article / 2023Adapting LLMs to do specific tasks!Boost AI Performance with Fine-Tuning. This means re-training parts of the model on the exact task we want it to achieve.
Article / 2023MVDream: Creating Lifelike 3D Models from WordsMVDream: A new text-to-3d approach (explained)! We do all that to better understand where in the image the NeRF model should focus its attention to produce better.
Article / 2023AI Deep Learning ExplainedDeep learning with a simple analogy. They are powerful because they will have excellent results if you have the data to teach them what you want.
Article / 2023The First General-Purpose Visual and Language AI: LLaVALLaVA: Bridging the Gap Between Visual and Language AI with GPT-4. We train the LLaMA model and the image-to-text conversion.
Article / 2023Fixing AI Hallucinations: The Importance of Explainability in AI (XAI)An introduction to explainable AI. You are a research scientist aiming to build a model able to classify images.
Article / 2023Mitigating AI Hallucinations: Exploring MetaGPT's Collaborative FrameworkWhat is MetaGPT? LLM Agents Collaborating to Solve Complex Tasks. The goal of MetaGPT is simple: replace each with a fictive human being: a GPT model.
Article / 2023Large Language Models Enter the 3D World!An overview of the first 3D-LLM. Usually, just to match images to text, you need lots of examples of text-image pairs so that the model can understand both modalities.
Article / 2023StyleGANEX: Enhancing Image Manipulation with Dilated ConvolutionsStyleGANEX: Enhancing Image Manipulation with Dilated Convolutions explains how visual AI systems work, where they break.
Article / 2023Leaving Deepmind to start his own Startup! Aleksa GordićAleksa Gordić - The What's AI Podcast Episode 18. Having said that, like videos are obviously so much more data intensive, like processing wise, you.
Article / 2023Google Maps Travel Time Prediction Algorithm & AI Research at Google DeepmindAn interview with Petar Veličković - The What's AI Podcast Episode 17. Could you give some, not practical but applied types of data that this can work with.
Article / 2023Building LLM Apps and the Challenges that come with it: An Interview with Jay AlammarThe What's AI podcast episode 16 with Jay Alammar. Break it down into sentences, embed each sentence, and then you can [00:36:00] create.
Article / 2023Revolutionizing Online Shopping: AI's Virtual Try-On ExperienceAI Does magic with UNets, Diffusion, and clothes! It’s also perfectly fine if you are not into podcasts and just want to understand how the TryOnDiffusion model works.
Article / 2023What is Active Learning in AI?Active learning explained in 5 minutes. It means we need lots of very good, balanced, and varied data.
Article / 2023Luis Serrano: Exploring LLMs and the Journey of an AI ScientistWhat's AI Podcast Episode 15 with Luis Serrano from Cohere. And right now, since they are not perfect.
Article / 2023The Best Image-to-3D AI to date: NeuralangeloThe Best Image-to-3D AI to date: Neuralangelo explains how visual AI systems work, where they break.
Article / 2023From GPT3 to AGI: Insights from Felix Tao, CEO of Mindverse AINavigating the Changing Landscape of AI: Felix Tao's Journey from Researcher to CEO.
Article / 2023Image Manipulation with Your Mouse! Drag Your Gan ExplainedMove anything from point A to point B! This kind of architecture is a way to train a generative model where you will train a model, called your generator.
Article / 2023What is Explainability AI?Interview with Yotam Azriel, CTO at TensorLeap - What's AI episode 13. 36:30 Can we do anything to understand the results of the model better when we work with.
Article / 2023What is Prompt Injection? "Prompt Hacking" ExplainedThis means that you could modify this prompt to make it do something other than translating a message by tricking the AI model you are the main prompter and not a.
Article / 2023Copilot, ChatGPT and CopyrightsSomething we need to be careful when it comes to plagiarism and arises new questions around the attribution and moral rights of such generated pieces.
Article / 2023Your Dictionary for AI in 2023Logan Kilpatrick's Definitions for all the words to know for OpenAI, GPT and AI in 2023.
Article / 2023An Interview with OpenAI's Developer Advocate Logan KilpatrickBuilding with LLMs, ChatGPT, and Working at OpenAI With Logan Kilpatrick (Dev Rel @OpenAI) - What's AI episode 11.
Article / 2023Perfusion: Stable Diffusion but more Controllable!The new Perfusion model by NVIDIA Explained. Oh, and how can we do that without having an immense model that only OpenAI can use?
Article / 2023How AI Enhances Writing & Affects JournalismJoin us for an engaging podcast episode with Limarc Ambalina, the Vice President of Editing at HackerNoon, as we explain the impact of AI on writing and journalism.
Article / 2023Break into AI in 2023: Best Resume & Interview Tips with Brian Burns (AI Pub) - What's AI Podcast Episode 9Ph.D., Twitter, Breaking into the AI Field, and more with Brian Burns (AI Pub). Not really, you will also most probably need to make money.
Article / 202310x Your Productivity with those AI ToolsThese AI Tools will 10x Your Productivity! I’ve used it since we had it for free in my first data science job in 2020 and have used it ever since.
Article / 2023What is a Self-Driving Car Engineer?Insights to become a self-driving car engineer in 2023. Have you ever wondered what it takes to work in the field of self-driving cars?
Article / 2023Meta's new Segment Anything Model ExplainedSAM, promptable segmentation and the largest segmentation dataset to date! This means you can help it segment unknown objects through prompts without retraining the.
Article / 2023How to talk with AIs with Learn Prompting's creatorA conversation with Learn Prompting's creator on prompting, AI literacy, and how people can communicate better with models.
Article / 2023Google’s New AI Robot Can See and Understands Language! (PaLM-E)Since this PaLM model is already super powerful to understand and interact with the world in a textual format, the only thing we need to do is to make it see.
Article / 2023What is a Solution Architect at NVIDIA?Adam is also an expert in NLP and has been working at NVIDIA for over 6 years now with lots of companies in need of help scaling their online models.
Article / 2023How good is GPT-4?They argue that the newly published model has better problem-solving abilities and a broader general knowledge, which makes it the best language model to date.
Article / 2023How to Build a strong Data Science Resume with KaggleUse Kaggle projects to make a stronger data science resume, with practical proof of skills instead of generic claims.
Article / 2023Interview with NVIDIA Data Scientist Meriem Bendris & RTX 4080 Giveaway!Many people have these questions, including those who participated in a survey asking what questions they would ask a senior data scientist at NVIDIA.
Article / 2023Gen-1, the future of storytelling?I already covered this model when it came out, so I invite you to watch the article I made about it to learn more about the diffusion process and how this one works.
Article / 2023Announcing the What's AI Podcast!Introducing my podcast on AI! We cover what it is like to be a data scientist in such a big and important company and how to get there.
Article / 2023What's it like to work in Generative AI?An interview with the VP of R&D at a Generative AI company (D-ID). More specifically, we cover three main parts; education, the job interview process, and actual job.
Article / 2023Generating music with AI!MusicLM explained. This is how Google Research was able to create a model generating music with such great results from simple text descriptions!
Article / 2023Image Editing from Text Instructions: InstructPix2PixSo it’s much more simple since our new, very specific model can just learn to copy-paste this editing process through what we call a supervised learning process.
Article / 2023VALL-E: An AI Generating Voice from Text!The VALL-E Model explained. For that, we need to translate it into something our model can understand, which is often matrices and numbers, not words or sounds.
Article / 2023An interview with the Director of Perception at Zoox: Ruijie (RJ) He: What is an ML Engineer and more...An interview with the Director of Perception at Zoox, Ruijie (RJ) He, with the goal of demystifying what is a good profile to get an ML engineer job and perform at the.
Article / 2022The 2022 AI Recap - A Review 🚀A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code.
Article / 2022Automatic Re-Aging with AI! Disney’s FRAN Model ExplainedDisney's New Model Explained. This is a big deal for the film industry, allowing you to instantly re-age someone for a whole movie with very little cost.
Article / 2022Prompting Explained: How to talk to ChatGPTWhat is a prompt engineer and how to improve at it…. While this is also only improving.
Article / 2022What is ChatGPT?OpenAI's most recent conversational AI explained. The second step is to add our reinforcement learning magic, which will allow the model to practice and get better.
Article / 2022From Audio to Talking Heads in Real-Time with AI! RAD-NeRF explainedThis means they never merge the audio data with the spatial data, which would increase the size exponentially, adding 2-dimensional inputs to each coordinate.
Article / 2022How AI Understands WordsText Embedding Explained. You’ve certainly heard of the most known and powerful language model: GPT-3.
Article / 2022Galactica: What is it and What Happened?Galactica, Meta AI's most recent model: The AI Scientist. Tokenization basically means the way the model will see the data instead of words, math.
Article / 2022InfiniteNature-Zero: Fly Into Your Pictures With AI!We also measure the difference between our re-generated initial image and the original one to help the model iteratively get better at reconstructing it.
Article / 2022eDiffi explained: New SOTA Image Synthesis model!NVIDIA's new model has better results, more control and more fidelity than DALLE and Stable Diffusion!
Article / 2022Diffusion models: Everything you need to knowHere's every vision application Diffusion models were a game changer in 2022: image, text, video, 3D, and more!
Article / 2022AI Image Editing from Text! Imagic ExplainedNow that our model understands the initial image and our text and understands that they are similar, we need to teach it to generate new image variations for this text.
Article / 20223D Models from Text! DreamFusion ExplainedHow AI generates 3d models from only text! But then, how can you generate a 3D render from text if the NeRF model only works with images?
Article / 2022OpenAI's Most Recent Model: Whisper (explained)A good transcription tool that would accurately understand what you say and write it down.
Article / 2022Make-a-video: The AI Film Maker!Generates videos from text! You need a model that understands the world in a better way and leverages this level of understanding to generate a coherent series of.
Article / 2022General Video Recognition with AIWhat does such a model understand when it sees such a picture or, even more complex, a video?
Article / 2022Guiding Stable Diffusion with your ImagesPersonalizing Text-to-Image Generation using Textual Inversion. If you haven’t watched my video yet, you should pause this one, learn about this model and come back here.
Article / 2022One of the Most Challenging Tasks for AIA New Challenging Task for AI: panoptic scene graph generation. Well, you need two things: a dataset and a powerful model.
Article / 2022How Stable Diffusion works? Latent Diffusion Models ExplainedA High-Resolution Image Synthesis Architecture: Latent Diffusion. This is why you need hundreds of GPUs to train such a model and why you wait a few minutes to get your.
Article / 2022Build Animatable 3D Models with AIBANMo tackles a task we call articulated 3D shape reconstruction, which means it works with videos and pictures to model deformable objects.
Article / 2022Produce Amazing Artworks with Text and Sketches!"Make-A-Scene": a fantastic blend between text and sketch-conditioned image generation.
Article / 2022How OpenAI Reduces risks for DALL·E 2DALL·E 2 Pre-Training Mitigations. You can see how such a model can become dangerous: allowing anyone to generate anything.
Article / 2022CVPR 2022 Best Paper Honorable Mention: Dual-Shutter Optical Vibration SensingThey reconstruct sound using cameras and a laser beam on any vibrating surface, allowing them to isolate music instruments, focus on a specific speaker.
Article / 2022What is data-centric AI?The beginning of data-centric AI with data programming. Unfortunately, the more data you have, the better it is.
Article / 2022No Language Left BehindTranslating 200 languages with a single model - Meta AI. These two models are only used to build the 200 paired-languages datasets we need to train the final language.
Article / 2022How does dalle-mini work?Dalle mini is a free, open-source AI that produces useful images from text inputs. Here's how it works.
Article / 2022Google Brain's Answer to Dalle-e 2: ImagenAn AI that creates photorealistic images from input text better than Dall-e 2! But before using this diffusion model, we first need to understand the text input.
Article / 2022How Uber uses AI to serve you betterThis means that if the input is long, transformers will be extremely slow, and this is often the case for them with as much information and routing data.
Article / 2022Deepmind's new model Gato is amazing!Gato: A single Transformer to RuLe them all! The first generalist RL agent using transformers!
Article / 2022This is a BIG step for GANs! BlobGAN ExplainedA GAN model that uses simple blobs to manipulate objects in images…. Once we have good results.
Article / 2022Meta's new model OPT is GPT-3's closest competitor! (and is open source)An open-source model that is as powerful as GPT-3! You can say that this new model is very similar to GPT-3 but open-source and better for the environment.
Article / 2022Your Personal Photoshop Expert with AI!This AI can reconstruct, enhance and edit your images! It will basically find you in the encoded representation of all faces and be re-trained to push the model to.
Article / 2022An AI that Automatically Summarizes your DocumentsA new model for automatically generating summaries using machine learning, released in Google Docs that you can already use!
Article / 2022OpenAI's new model DALL·E 2 is amazing!a useful new model by OpenAI capable of generating and inpainting images from a text input with incredible results!
Article / 2022NVIDIA Turns Photos into 3D Scenes in Milliseconds | Instant NeRF ExplainedThen, after such a training process, you only feed the images with the camera angles at inference time.
Article / 2022Combine Lidar and Cameras for 3D object detection - WaymoCombine Lidar and regular Cameras for 3D object detection - Waymo & Google Research.
Article / 2022Impressive photo restoration by AI !This new and completely free AI model can fix most of your old pictures in a split second!
Article / 2022Top 5 AI Articles of February - HackernoonHackerNoon is the best place for software developers, blockchain experts, data scientists, and tech people like us to read, write, and publish.
Article / 2022Speech Inpainting with AI !So you just have to train this model once on a general dataset and then use it with your own audio tracks as it should, ideally.
Article / 2022Create Realistic 3D Renderings with AI !From a few images to a 3D model using AI! And what if the lighting conditions vary in the pictures taken and the generated model looks different depending on the angle.
Article / 2022AI Facial Editing of Real Videos ! Stitch it in Time ExplainedAI Facial Editing of Real Videos! Stitch it in Time Explained explains how visual AI systems work, where they break.
Article / 2022Remove Undesired Objects From Your Images With Artificial Intelligence!Learn how this algorithm can understand images and automatically remove the undesired object or person and save your future Instagram post!
Article / 2022Top 10 Computer Vision Papers of 2021The top 10 computer vision papers in 2021 with video demos, articles, code, and paper reference.
Article / 20212021: A Year Full of Amazing AI papers - A ReviewA curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code.
Article / 2021The AI Monthly Top 3 - December 2021The most interesting December's AI breakthroughs with video demos, short articles, code, and paper reference.
Article / 2021New SOTA Image Captioning: ClipCapEasily generate text descriptions for images using CLIP and GPT models! We could use such a model to describe movies automatically or create better applications for.
Article / 2021CityNeRF: 3D Modelling at City Scale!Generate city-scale 3D scenes with high-quality details at any scale! I won’t be covering how NeRF works since I have already done this in an article if you haven’t.
Article / 2021Why should you sleep for 8 hours?"Sleep is not a disposable luxury - it's a non-negotiable biological necessity." -Matthew Walker.
Article / 2021The AI Monthly Top 3 - November 2021The most interesting November's AI breakthroughs with video demos, short articles, code, and paper reference.
Article / 2021NVIDIA EditGAN: Image Editing with Full Control From SketchesControl any feature from quick drafts, and it will only edit what you want keeping the rest of the image the same! SOTA Image Editing from sketches model by NVIDIA, MIT.
Article / 2021This AI makes blurry faces look 8 times sharper! SwinIR: Photo UpsamplingTransform your small 512-pixel large images into 4k with AI! Now you only need enough data, and you will have results like this (see the video!).
Article / 2021Text-to-Drawing Synthesis With Artistic Control | CLIPDraw & StyleCLIPDrawTake a picture of the style you want to copy, enter the text, and the algorithm will generate a new picture out of it!
Article / 2021The AI Monthly Top 3 - October 2021The most interesting October's AI breakthroughs with video demos, short articles, code, and paper reference.
Article / 2021AI Synthesizes Smooth Videos from a Couple of Images!Let's construct 3D models from a couple of photos…. And thus, should we use this kind of model when humans are involved?
Article / 2021Isolate Voice, Music, and Sound Effects With AIIf we take an audio clip with the music way too loud, you can simply turn up the speech and lower the music!
Article / 2021Biologically-inspired Neural Networks for Self-Driving CarsBiologically-inspired Neural Networks for Self-Driving Cars explains how language models behave, fail, improve.
Article / 2021DeepMind uses AI to Predict More Accurate Weather Forecasts50+ expert meteorologists assessed DeepMind's new model beating current nowcasting methods in 89% of situations for its accuracy and usefulness.
Article / 2021The AI Monthly Top 3 — September 2021The 3 most interesting AI papers this month with video demos, short articles, code, and paper reference.
Article / 2021Generate Video Variations - No dataset or deep learning required!This model can do any video manipulation or video generation application you have in mind!
Article / 2021How to Make Slow Motion Videos With AI!TimeLens turns a few frames into slow-motion video. Here is how the model fills motion gaps and where generated video can break.
Article / 2021Manipulate Real Images With Text - An AI For Creative Artists! StyleCLIP ExplainedAI could generate images, then, using a lot of brainpower and trial and error, researchers could control the results following specific styles. Now.
Article / 2021The AI Monthly Top 3 — August 2021The 3 most interesting AI papers of August 2021 with video demos, short articles, code, and paper reference.
Article / 2021Tesla's Autopilot Explained! Tesla AI Day in 10 MinutesAndrej Karpathy's talk on Tesla's autopilot explained clearly in under 10 minutes.
Article / 2021Make GANs Training Easier for Everyone : Generate Images Following a SketchControl GANs outputs based on the simplest type of knowledge you could provide it: hand-drawn sketches.
Article / 2021Image Synthesis and Editing from Sketches: SDEdit. No more tedious training needed!Say goodbye to complex GAN and transformer architectures for image generation. This new method can generate new images from any user-based inputs.
Article / 2021The AI Monthly Top 3 — July 2021The 3 most interesting AI papers of July 2021 with video demos, short articles, code, and paper reference.
Article / 2021How Apple Photos Recognizes People in Private Photos Using Machine LearningUsing multiple machine learning-based algorithms running privately on your device, Apple allows you to accurately curate and organize your images and videos on iOS 15.
Article / 2021OpenAI's New Code Generator: GitHub Copilot (and Codex)Find out how this AI Generates Code From Words. So if the data is randomly sampled from GitHub, how can you be sure it works and is well-written?
Article / 2021The Only AI Newsletter You NeedThere are already many machine learning newsletters, but this one is different and made for you! (contains videos, articles, code, demos…).
Article / 2021⏩ How AI Generates New Images: GANs Put SimplyUnderstand how AI creates new images using Generative Adversarial Networks in 2 minutes.
Article / 2021⏩ How AI *Understand* Images in Simple TermsGood training means that the model has correctly adapted its weights (or filters) to identify the feature it needs to identify.
Article / 2021How Machines Beat Humans at EverythingDiscover how machines become super-human in most domains they attack using reinforcement learning. Video submission for the IJCAI-21 AI Video Competition (adapted).
Article / 2021How AI Helps Spotting WildfiresAI Spots Wildfires Faster Than Humans. Explained Simply. So, starting with this strong baseline they have.
Article / 2021CVPR 2021 Best Paper Award: GIRAFFE - Controllable Image GenerationUsing a modified GAN architecture, they can move objects in the image without affecting the background or the other objects!
Article / 2021The AI Monthly Top 3 — June 2021The 3 most interesting AI papers of June 2021 with video demos, short articles, code, and paper reference.
Article / 2021Create Realistic Animated Looping Videos from PicturesThen, at inference time, or in other words, when you actually use the model, it does the same thing with only a starting frame, which is the image you give the model.
Article / 2021How to Read More Research Papers?A practical guide to reading more AI research papers without getting buried, with habits for choosing, skimming, and revisiting papers.
Article / 2021Translate or Edit Text from Images Emulating the Style: TextStyleBrushThis new Facebook AI model can translate or edit every text in the image in your own language, following the same style!
Article / 2021Barbershop: Try Different Hairstyles and Hair Colors from Pictures (GANs)This AI can transfer your hair to see how it would look like before committing to the change.
Article / 2021How to Spot a Deep Fake. Breakthrough US Army technology (2021)How deepfake detection works, why artifacts matter, and what a US Army research project showed about spotting generated faces.
Article / 2021The AI Monthly Top 3 — May 2021a curated list of the latest breakthroughs in AI and Data Science in May 2021 with a clear video explanation, link to a more in-depth article, and code (if applicable).
Article / 2021High-Resolution Photorealistic Image Translation in Real-TimeApply any style to your 4K image in real-time using this new machine learning-based approach!
Article / 2021Is AI The Future Of Video Game Design? Enhancing Photorealism EnhancementThis AI can be applied live to the video game and transform every frame to look much more natural.
Article / 2021Articulated 3D Reconstruction from VideosGenerate 3D models of humans or animals moving from only a short video as input.
Article / 2021Realistic Lighting on Different BackgroundsProperly relight any portrait based on the lighting of the new background you add.
Article / 2021Infinite Nature: Fly into an image and explore the landscapeThe next step for view synthesis: Perpetual View Generation, where the goal is to take an image to fly into it and explore the landscape!
Article / 2021The AI Monthly Top 3 — April 2021a curated list of the latest breakthroughs in AI and Data Science in April 2021 with a clear video explanation, link to a more in-depth article, and code (if applicable).
Article / 2021What is the state of AI in computer vision?I will openly share everything about deep nets for vision applications, their successes, and the limitations we have to address.
Article / 2021The AI Monthly Top 3 — March 2021The 3 most interesting AI papers this month, March 2021, with video demos, short articles, code, and paper reference.
Article / 2021GrabCut NoteBook implementation for Image MattingA fun introduction project for computer vision and python on Google Colab. iterative-grabcut: Using a simple rectangle and a brush removing the background of any image!
Article / 2021Create 3D Models from Images! GANverse3D & NVIDIA OmniverseThis promising model called GANverse3D only needs an image to create a 3D figure that can be customized and animated!
Article / 2021An Amputee with an AI-Powered Hand! 🦾With this AI-powered nerve interface, the amputee can control a neuroprosthetic hand with life-like dexterity and intuitiveness.
Article / 2021How can Transformers be used in Computer Vision?In less than 5 minutes, you will know how the transformer architecture can be applied to computer vision with a new paper called the Swin Transformer.
Article / 2021The AI Monthly Top 3 — February 2021It is a curated list of the latest breakthroughs in AI and Data Science by release date with a clear video explanation, link to a more in-depth article.
Article / 2021OpenAI’s DALL·E: Text-to-Image Generation ExplainedOpenAI just released the paper explaining how DALL-E works! It is called “Zero-Shot Text-to-Image Generation”.
Article / 2021The AI Monthly Top 3 — January 2021What happened in the AI research in January 2021. The 3 most interesting papers!
Article / 2021Third Wave of AI | Thinking Fast and SlowDrawing inspiration from Human Capabilities Towards a more general and trustworthy AI & 10 Questions for the AI Research Community.
Article / 20212020: A Year Full of Amazing AI Papers - A ReviewA curated list of the latest breakthroughs in AI in 2020 by release date with a clear video explanation, link to a more in-depth article, and code.
Article / 2020What is it to be a Data Scientist - An InterviewA professional data scientist answers the 12 most asked questions. Clarify and debunks the myths you've built surrounding this field!
Article / 2020Train Your GAN With 1/10th of the Data! NVIDIA ADA ExplainedWith this new training method developed by NVIDIA, you can train a powerful generative model with one-tenth of the images! Making possible many applications that do not.
Article / 2020Remove any Background Without Green ScreensThis new background removal technique can extract a person from a single input image, without the need for a green screen in real-time!
Article / 2020State-of-the-Art Convolutional Neural Networks Explained - DenseNetFacial recognition, targeted ads, and image recognition all have one thing in common. They are all done using the best Convolutional Neural Networks.
Article / 2020DeOldify: Colorize your Black & White Photos with AIThis method is called DeOldify and works on pretty much any picture. If you don’t believe me, you can even try it yourself for free, as I will show in this article.
Article / 2020Transfer clothes between photos using AIThis artificial intelligence model transfers clothes between photos using only one picture of yourself and one picture of the clothing! This is called garment transfer...
Article / 2020Toonify: Transform Faces into Disney animated movie CharactersThis AI can transform any of your pictures into an accurate representation with a Disney animated movie character style!
Article / 2020Create and Understand DeepFakes in 5 minutesUnderstand how deep fakes work and create your own! You should definitely give it a shot if deepfakes interest you!
Article / 2020Can GPT-3 Really Help You and Your Company?If you have ever wondered either what's GPT-3 and how can it be useful to you or your company, this is the article you were looking for.
Article / 2020What is the YOLO algorithm? Introduction to Real-Time Object DetectionYOLO, Also Known as You Only Look Once is one of the most powerful real-time object detector algorithms. It is called that way because….
PageAbout meLearn who Louis-François Bouchard is, how What's AI started, and how his work connects AI engineering, education, videos, and Towards AI.
PageContactContact Louis-François Bouchard for AI training, consulting, sponsorships, podcast requests, collaborations, or practical AI engineering questions.
PageFAQAnswers about Louis-François Bouchard, What's AI, Towards AI, courses, sponsorships, B2B training, speaking, and the community.
PageFrom zero to hero with LLMsA focused path for learning LLMs from the basics to practical building, with resources for developers who want real AI engineering skills.
PageLearn AI EngineeringA practical roadmap for learning AI engineering in 2026, from fundamentals to RAG, agents, evals, deployment, and real projects.
PageLearn AI TogetherJoin the Learn AI Together community to learn AI with other builders, ask questions, share projects, and stay close to practical AI work.
PageLouis-François Bouchard Weekly NewsletterSubscribe to Louis-François Bouchard's AI newsletter for AI engineering updates, research notes, videos, tools, and builder-focused takes.
PageMy SponsorsSponsor What's AI to reach builders, developers, students, and teams who care about practical AI education and AI engineering.
PageMy videosWatch What's AI videos by Louis-François Bouchard on AI engineering, LLMs, agents, computer vision, research papers, and practical AI tools.
PageStart AI in 2026 — Become an expert from nothing, for free!A beginner-friendly path to learn AI from scratch in 2026, with free resources, projects, and a practical order to avoid getting lost.
PageThe What's AI Podcast by Louis-François BouchardThe What's AI Podcast features conversations with builders, researchers, founders, and educators working on practical AI and machine learning.
PageWe Can Help your Team Adopt AI: Corporate Training, Consulting, and Talent SolutionsAI training, consulting, and talent support for teams that want to adopt AI with practical systems, not vague demos or hype.
