Quantifying the risks of AI applications
CategoriesSustainable News

Quantifying the risks of AI applications

Spotted: Artificial Intelligence (AI) is poised to solve some of the world’s major challenges. Yet, at the same time, the use of AI also poses novel risks for organisations, particularly in the lack of governance, risk management, and compliance frameworks around AI systems. Swiss startup Calvin Risk is ready to offer solutions that can help organisations turn knowledge of their AI risks into a competitive advantage.

Calvin Risk was spun off from ETH Zurich earlier this year. It has developed Calvin, a risk and auditing management platform designed to help developers overcome the lack of human accountability in commercial AI algorithms. Calvin includes auditing tools that allow companies to continuously monitor AI projects for ethical and regulatory implications.

The startup points out that while improving AI models can mitigate risks, these reports often lack the specificity necessary to translate these implications into tangible business outcomes. Calvin Risk hopes to bridge this gap by providing clear insights into the direct implications of AI on business operations, enabling companies to make informed decisions that align with their strategic objectives.

Initially, Calvin Risk is targeting the insurance, pharmaceuticals, and tech industries, which are all major users of AI, and the company already raised $1.5 million (around €1.36 million) in a pre-seed round at the end of last year. In the future, Calvin Risk will work to accommodate emerging AI technologies and adapt the platform to take into account the evolving regulatory landscape (such as the European Union’s AI Act), as well as wider integration capabilities with other AI development tools.

While Calvin Risk is devoted to managing the risk of AI use, Springwise has spotted many other innovative applications of AI in the archive. Some recent AI innovations include a platform that plugs the environmental data gap in Africa and an AI-powered management hub for sustainability data.

Written By: Lisa Magloff

Reference

Waste bananas hasten microbe growth for industrial applications 
CategoriesSustainable News

Waste bananas hasten microbe growth for industrial applications 

Spotted: Bananas going to waste on the kitchen counter is an all-too-frequent occurrence. On an industrial scale, that waste is even greater, with up to 30 per cent of the annual banana crop deemed unsuitable for sale and therefore discarded. UK company LyteGro sees opportunity within those piles of unsaleable fruit. By adding water to the bananas and then mixing, heating, and filtering the mash, the company produces Baclyte, a microbial growth enhancer. 

Highly potent, the mixture enables rapid microbe growth for a huge range of industrial applications. With everything from biofuels, brewing, and distilling to dairy food and pharmaceutical production reliant on microbes, Baclyte has the potential to be a highly valuable addition to food and commercial manufacturing processes. By speeding up microbial growth, production of the final product occurs faster and yield is increased.

Key to both the use and production of the growth enhancer is its scalability and circularity. LyteGro plans to expand its volume of production by working with local communities and governments to build and locate waste banana processing plants near growers. Cutting down on transportation costs reduces emissions, and as microbreweries and distilleries continue pushing the growth in circular economies, putting local waste products to use further can further bolster their green credentials.

So much food waste still occurs that Springwise has spotted a wide range of innovations making use of leftover produce. In Spain, a student has turned ugly fruit that would otherwise have been wasted into a line of sustainable cosmetics, and an Italian startup uses orange peels to 3D print a compostable lamp.  

Written By: Keely Khoury

Reference