Saimple: A Cutting-Edge SaaS Tool for Education and Future AI Elite Professionals

The Foundation of AI Excellence

At Numalis, we are pioneering the way forward beyond “AI black boxes” and empirical know-how in AI. Our mission is to provide, to the industry, standards and tools based on the scientific state-of-the-art, ensuring the creation of trustworthy AI models. As experts in formal methods, we empower your students with these sophisticated mathematical approaches to rigorously specify, design, and verify AI systems with remarkable ease thanks to Saimple.

Our unique expertise in formal methods is not just theoretical, it forms the basis of the ISO/IEC 24029 suite of standards detailing industry best practices on AI validation, which we are the editors. These standards are instrumental for the upcoming EU regulation, the AI-Act, since they will be mandatory in order to put high risk AI on the market. Your future graduates will need to be prepared for this.

Deliver Trustworthy AI from the Start with Saimple and Formal Methods

Given the complexity of formal methods and the steep learning curve they present, we developed Saimple. This groundbreaking scientific SaaS tool is designed to make these complex techniques accessible to individuals from diverse backgrounds, regardless of their prior mathematical expertise.

Bridging the Gap in AI Education and AI Development

Saimple simplifies the process of applying formal methods on AI. It provides a comprehensive visual platform that enables users to analyze, understand, and explain their AI models’ behavior, and to prove their robustness through an automated process. Saimple can be used complementary to the classical methods of validation that are in place in your course (statistical and empirical), but they allow to go far beyond.

Enhancing System Reliability and Design

The use of Saimple leads to better system reliability, design time, and understanding. This powerful set of tools is not only crucial for education but also serves as an invaluable asset for future AI elite professionals. By equipping users with the ability to formally check and verify complex AI systems, Saimple empowers them to address the cutting-edge AI challenges with greater reliability and confidence.

Trusted by the Most Demanding Industries

Saimple’s impact extends far beyond the classroom. It contributes to the advancement of trustworthy AI system development, paving the way for the adoption of groundbreaking innovations that will shape future systems. Our commitment to education and nurturing future AI elite professionals’ positions Saimple as an indispensable resource for anyone aspiring to deliver state-of-the-art AI.

Key Benefits for Students with Saimple

Enhancing AI Skills and Knowledge

Comprehensive Understanding: Gain hands-on experience with formal methods, essential for creating trustworthy AI systems.

Critical Thinking and Analysis: Learn to rigorously analyze, verify, and explain AI models, fostering critical thinking and problem-solving skills.

Competitive Edge in the Job Market: Equip yourself with advanced AI techniques, making you highly sought after in the rapidly evolving AI sector.

Practical Application and Career Preparation

Robust AI Model Development: Master the skills to design and validate robust AI systems, ensuring reliability and trust in AI applications.

Efficient Design and Deep Insight: Learn to design AI systems more efficiently, gaining a deeper understanding of AI mechanics and applications.

Learn more about the Benefits.
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There are Two Ways of Using Saimple

1. The GUI from any Web Browser:

The user-friendly interface is mainly used to verify image classifiers. It allows users to upload a neural network and an input data, tune parameters of pre-defined perturbation to verify model robustness against. Once the evaluation is configured, hit the “Evaluate” button to start the evaluation.

Saimple not only tests one data point after the other, but can compute for every input around a data point what will be the behavior of the model.

When the evaluation is finished, Saimple returns two key indicators: the Relevance and the Dominance.

Relevance Indicator

The Relevance displays a visual representation of the most relevant features and characteristics for the model for every input considered.

Dominance Indicator

The Dominance is a scoring indicator measuring the response space of the model.

2. The API, Callable from any Development Environment

The most flexible and versatile way of using Saimple is certainly through its API which can be called from any notebook and development environment.

For example, you can use any type of industry specific perturbation you have modelized, load it to your notebook, define the amount of that perturbation to add, and ask Saimple to measure how much the system can take it.

Retrieve and Exploit the Results

When the evaluation is finished, retrieve the results and use any python library to represent them in a meaningful way and to include them in a documentation / report.

What are the Benefits of adopting Saimple in Academic Programs?

In a labour market under pressure and with the AI Act coming into force, companies are looking to recruit talents with advanced expertise in AI explainability and robustness validation. Take advantage of Numalis’ expertise to co-construct a program component on trustworthy AI (Explainability, robustness, standards and AI-Act).

Key benefits for your institution

Academic Excellence: Using a cutting-edge AI validation solution strengthens the academic reputation of the institution by demonstrating its commitment to excellence and innovation. This can lead to increased recognition and prestige for the institution, as well as attract top-tier students and faculty.

Graduate Profile: Graduates with practical experience on an industrial solution are better prepared for roles in AI, improving the graduate profile of the institution. This can lead to increased job placement rates and higher salaries for graduates, which can further enhance the institution’s reputation.

Competitive Advantage: Using cutting-edge technology gives the institution a competitive advantage by attracting students motivated by innovative AI programs. This can help the institution stand out from its competitors and attract a more diverse and talented student body.

Performance Tracking: The solution allows teachers to track student performance, adjusting programs to meet specific needs and maintain high academic standards. This can lead to improved student outcomes and a more personalized learning experience for students.

Promotion of Student Projects: Possibility of setting up a showcase website presenting successful student projects, allowing the school to showcase its achievements and demonstrate concretely the skills acquired by students. This can help attract new students and partners, as well as enhance the institution’s reputation for innovation and creativity.

Empower Your Students with Cutting-Edge AI Skills. Schedule a Call Today.