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Studying higher with AI. The present AI wave is quickly… | by Revyze | Jul, 2023

Admin by Admin
juillet 17, 2023
in Machine Learning
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Studying higher with AI. The present AI wave is quickly… | by Revyze | Jul, 2023


Revyze

The present AI wave is quickly impacting many facets of how we reside, work and be taught. At Revyze, we’re particularly targeted on that final one, as we expect AI can present a foundational shift in the best way we educate ourselves. To that finish, we’ve already began leveraging latest developments in AI to advance our mission of democratizing high-quality schooling for everybody.

From an implementation perspective, our strategy has been to combine immediate engineering of LLMs, fine-tuning of pre-trained fashions and utilizing off-the-shelf, task-specific merchandise to energy our app. As we proceed to construct, we’ll proceed alongside this path of picking-and-mixing AI applied sciences.

Extra importantly than how we’re constructing, nevertheless, are the questions of what we’re constructing and why.

We’re a community-powered studying app targeted on GenZ college students. Right this moment, our product seems so much like TikTok, however geared in the direction of academic content material, with college students studying via brief movies and quizzes created by their friends.

Revyze group gathering at Station F — Paris. We’re constructing for the scholars, with the scholars

Our tagline is ‘be taught higher collectively’, and underpinning this assertion are three core beliefs about top quality schooling:

Schooling needs to be customized.

Schooling needs to be lively.

Schooling needs to be social.

Going one step additional, we imagine that people create which means, and people create which means collectively.

A key query is then how AI applied sciences can allow this imaginative and prescient.

We see three massive areas of software for AI right here.

The primary is to place AI within the service of our belief and security work. As a studying platform, Revyze have to be a spot of belief. AI instruments will help our crew analyze the content material processed in Revyze to make sure we’re constructing a dependable, secure, and pleasing place to be taught.

The second is utilizing AI to prepare and rework the content material that college students generate in our app. On content material group, we will use AI to tailor customized studying tracks for every scholar, adapting velocity and tone based on how they be taught. We imagine everybody has a unique approach of studying and AI will help ship a personalised expertise.

On content material transformation, we will use AI to multiply content material into new codecs — corresponding to producing quizzes and flashcards from movies or producing movies from prompts -, to counterpoint content material with captions and pictures, and to translate content material between languages. We will then have the very best of each worlds: people creating content material to assist educate their friends and AI adapting this content material to extend attain and suppleness.

Routinely generated math quiz on Revyze app

Lastly, the third space the place AI can have an amazing impression is the mythic ‘socratic tutor in your pocket’. There are numerous challenges round constructing an AI tutor that’s trustful, correct, partaking and perceptive. As we step as much as meet these challenges, it’s vital to be clear about what sort of schooling and interplay this tutor ought to incentivize.

We imagine an AI tutor ought to allow discovery and reference to a scholar’s friends. As an alternative of offering a mirror to a scholar in isolation, it ought to assist individuals navigate insights generated by others, encourage the remix of concepts and weave collectively everybody’s contribution to studying.

That is AI on the service of lively, customized and social schooling — one thing that sparks curiosity and ensures learners really feel they’ve company over their studying course of, one thing that gives area for iteration and suggestions, one thing that fosters connections with different learners and creators.

That is the AI-powered product that Revyze goals to construct.

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