An autonomous system that combines robotics with artificial intelligence (AI) to create entirely new materials has released its first trove of discoveries. The system, known as the A-Lab, devises recipes for materials, including some that might find uses in batteries or solar cells. Then, it carries out the synthesis and analyses the products — all without human intervention. Meanwhile, another AI system has predicted the existence of hundreds of thousands of stable materials, giving the A-Lab plenty of candidates to strive for in future. — Read More
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Daily Archives: November 30, 2023
Giskard: The testing framework dedicated to ML models, from tabular to LLMs
Giskard is a Python library that automatically detects vulnerabilities in AI models, from tabular models to LLM, including performance biases, data leakage, spurious correlation, hallucination, toxicity, security issues and many more.
It’s a powerful tool that helps data scientists save time and effort drilling down on model issues, and produce more reliable and trustworthy models. — Read More
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