Hirundo 
Redefining AI/ML optimization through advanced machine unlearning
We are at an inflection point of global tech. Applied AI has the potential to unlock unprecedented efficiencies and reshape entire industries. While the advancement of AI has the potential to create dramatic efficiency improvements, its true potential has often been limited by the ‘black box’ issue: the indiscriminate treatment of data that is used to train models. Not all data enhances model performance; some hinder it.
Hirundo solves this problem by deciphering the influence of each individual training datapoint, enabling the optimisation of models, rectification of production issues through the purging of detrimental data. By radically transforming and streamlining training, Hirundo ensures that AI models are constructed from only the very best data substrates. This curation of training data paves the way for a new era in AI—one where models are not just intelligent but also extremely efficient and trustworthy.
A platform to transform AI learning
Impact
- Hirundo’s benchmark tests show the solution to be 45x faster than retraining, for just 2.2% of the GPU expenses while maintaining the accuracy of the model.
Superseed Support and Contribution
- Supporting the creation of the company identity, positioning and sales playbook
- Development of the GTM strategy
- Helping create the first budget, and building a financial reporting system
- Assisting with introductions to potential Global 2000 early adopters