Discover Canica, Lakera's interactive text dataset viewer that elevates data analysis with visual exploration tools like t-SNE and UMAP. Now available for the machine learning community under the MIT license.

In this practical guide, we’ll give you an overview of OWASP Top10 for LLMs, share examples, strategies, tools, and expert insights on how to address risks outlined by OWASP. You’ll learn how to securely integrate LLMs into your applications and systems while also educating your team.

The promise these possibilities hold has put medical imaging in the lead of the race toward landing in hospitals. But that is not the end of the discussion…

Unforeseen data may be presented to the computer vision system during operation despite careful mitigation of datasets and shortcuts.

Nobel Prize-winning economist, Daniel Kahneman once remarked “by their very nature, heuristic shortcuts will produce biases, and that is true for both humans and artificial intelligence, but their heuristics of AI are not necessarily the human ones”. This is certainly the case when we talk about “shortcut learning”.

“Data is a reflection of the inequalities that exist in the world”. While this might be true, developers have great potential to curb bias in their computer vision systems.