Bias in LLMs, why the US is still great for start-ups, supercomputers, brain signals to combat cyber attacks, digital twins of ourselves, and the philosophy behind all of it.

My guests this week range from a research institution, a super-computer provider, two start-ups and a philosopher. This lateral discussion echoes the need for interconnected conversation to develop AI and its end-use.

Francesco Ferrero, Director of the IT for Innovative Services department at the Luxembourg Institute of Science and Technology (LIST), discusses the newly launched LIST AI Sandbox. This looks at 16 LLMs (large language models) and ranks them on their social or ethical biases including ageism, LGBTIQ+phobia, political bias, racism, religious bias, sexism and xenophobia. You can use this open source sandbox here:

https://ai-sandbox.list.lu/

Arnaud Lambert is the CEO of LuxProvide which works on digital intelligence using Luxembourg’s supercomputer MeluXina. LuxProvide is part of a broader European Supercomputing initiative.

LuxProvide, the University of Luxembourg and LuxInnovation jointly managing the Luxembourg National Competence Centre in High-Performance Computing (HPC). Their customer base is broad, as they encourage the use of HPC in data analytics and AI across industry, academia and public administrations.

Emil Jimenez is Founder and CEO of MindBank AI. The idea was sparked by his daughter having a conversation with Siri. Emil decided to build a digital twin of himself so that he can live forever. Since then, it has grown to become a generative AI Personal Digital Twin, learning algorithms to duplicate your mind, optimise your mental health, personal development, and ultimately achieve immortality.

Emil promotes the use of ‘Augmented’ rather than ‘Artificial’ Intelligence, to enhance our life from birth to death, and beyond.

Nathaniel Rose is a neuro-technology researcher and the Co-Founder of Lymbic AI. This uses biometric brain signals to build authentication, to combat cyber attacks. We are likely to see more of these brain-computer interfaces as authentication exploits keep pace with technology. Nathaniel talks about the state of neurotech, and its potential in combating synthetic fraud and deep fakes.

Both Emil and Nathaniel explain honestly why the US market is still great for start-ups.

Rick Serrano is, amongst other things, a philosopher. He co-authored "Artificial Intelligence: the need for a human-centric approach". Rick talks about the framework we need to keep ethics at the centre of the AI momentum: consciousness, transparency, traceability, responsibility, training, IP and regulation.

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