Artificial Intelligence

AI Meetup Paris: Recommendation Engines

AI on Code: What's New in 2022?

We keep a close eye on AI trends and evolutions as part of our work on AI applied to code, find out about our latest 2022 discoveries!

6 game changing AI-on-code papers published in 2021 that you should now about

Discover our selection papers that we think are the most impactful in our field and who consequently will shape the software industry for the coming year(s).

AI Meetup Paris: Boosting NLP Models Performance

A quick recap of the AI Meetup Paris December edition with our guests about boosting NLP models performance.

AI Meetup Paris: Transformers, Architecture & Models

Have a glance of the AI Meetup discussions with the latest edition dealing with Transformers, revolutionary models in machine learning.

In the end... What are data scientists made of?

The Ponicode team is a melting pot bringing together people from different backgrounds and experiences to build innovative solutions and what is the secret of this innovation?

AI-powered developers tools you must know about in 2021

Developers are used to seeing their work environment evolve at a quick pace. Every year brings its lot of new languages, innovative practices and cool tools. More than any other industry, software dev

AI and Voice Recognition: Trends to Follow Closely

Baptiste Bouffaut, CTO of Ponicode, shares his vision on the use of NLP at scale after detailing what it does and how it can impact businesses.

When should Data Scientists unit test?

Follow us on his recap of the different stages of building a model and quick introduction to where code testing can fit.

Code Quality for Data Science explained

Ahmed Achchak from Natixis is taking over our blog to introduce some key elements through this short video to help us understand where code quality fits into the data science spectrum.

How can AI be used to improve code quality?

Yann Gourvennec, CEO and Founder of Visionary Marketing discussed with the Ponicode team on his podcast how artificial intelligence can be used to improve code quality...

How do you shift your data project from Prototyping to Production successfully?

An interview with one of Ponicode’s expert Data Scientists, Walid Benbihi, about the key issues in the design and creation of new data models that any industry faces.

Natural Language Processing: Key Concepts Explained - Throwback GitHub Universe 2020

Throwback to GitHub Universe 2020 with this amazing talk by Benedetta and Hamza from the Ponicode Team who walk us through the basic NLP concepts.

Code2Vec

How to effectively embed a code snippet to predict a function name

Transformers: Beyond the Seventh Art

LSTM have always been the state of the art models used for sequential data such as text, well at least they were, until the transformers - thanks to the BERT revolution - took over.

The Ponicode 2020 Artificial Intelligence reading list

We asked our team which book had a significant impact on their Artificial Intelligence journey and the answers we received were surprisingly diverse. You will not only find in our selection some essen

Machine Learning on Source Code

Software has become essential to our lives. Millions of lines of code are being written and executed every day all around the world. The economy in its entirety relies at an increasing rate on IT.

Top 10 Experiments with GPT-3 – The Ponicode Selection

Open AI blesses us with a new GPT release and we have not been disappointed. After years of development, GPT-3 or generative pre-trained transformer 3 is now available to a selected audience.

Who wrote my unit tests?

A few weeks ago, I decided to introduce the Ponicode tool to a mathematician friend of mine who had a lot of preconceived ideas about how to solve the problem of unit test generation. She was very

Our Rap Lyrics Generator for Github Satellite 2020: A brief AI tutorial

AI text generation made easy for anyone “AI is so dangerous!”, “Robots will soon conquer the world!”, “Have you heard about GPT-2? Too dangerous for the public.” Warning: Today I’d like to shock you

Watch the Ponicode AI Rap Battle at Github Satellite 2020!

We built an AI-driven rap generator to go up against a live human rapper at the Ponicode AI Rap battle at Github Satellite on May 6, 2020. Watch the battle here, and scroll down further to see the lyr