I’ve been thinking about how Generative AI (GenAI) is revolutionising knowledge management. I recall visiting a McKinsey office maybe 15 years ago and being very impressed by their structured approach to organising knowledge. Same as EY, who, according to a 1999...
Summary: Microsoft will lead in enterprise AI, leveraging ‘data gravity’, i.e. the vast corporate data already stored on its platforms. Join the discussion on LinkedIn. the most successful approach to limit large language model (LLM) hallucinations is...
AI-based image generation tools are transforming the way we perceive and create art. I explored four such tools to understand their unique capabilities and limitations. The test subject was the dame blanche website (and Instagram feed) that I have finally released...
Every time a new technology comes along, we seem to first believe that it will (a) replace all previous technologies and (b) that it will solve all future problems. Inevitably we then discover the limitations and then finally we put the new tool where it belongs, in...
we are well aware of model drift, where the input variables (the real world), over time, become different from the data distribution the model was trained on. It’s not so much the model that drifts here but rather the input data. With LLMs the models themselves also...
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