Governance & Diplo AI
AI governance, crucial for managing AI's benefits and risks, involves national strategies and international initiatives. Key issues include economic disruption, safety, security, ethics, and human rights.
DiploAI leverages advanced natural language processing (NLP) using high-quality ‘small data’ to create high-performance diplomatic tools, refined by experts for optimal use in diplomatic contexts.
Explainability
Explainability is the process of making machine learning model decisions understandable to humans, especially in cases where models evolve from data without human intervention.
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Transparency
There is very little transparency when it comes to AI models; we know little to nothing about, for instance, the data fed into the model or the weights that are given to parameters.
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Standards
The rapid advancement of AI technology prompts efforts in standardisation to address various concerns, including safety, security, data protection, and transparency.
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