๐Ÿ“Š EVโ€™s Charts of the Week #52

AI; Alternative Finance; Economy ++

Hi, Iโ€™m Azeem Azhar. I convene Exponential View to help us understand how our societies and political economy will change under the force of rapidly accelerating technologies. My book Exponential tackles these themes at length. Throughout November, Kindle users in the UK can get their digital copy for 99p.


Unicorns on the move

It has been a dizzying year for AI startups. For the fourth consecutive quarter, AI startups have hit a global funding record. The sector is seeing 200% funding growth compared with 2020 as new companies focused on healthcare, fintech, and retail have driven a record number of $100m+ mega funding rounds. AI is taking off. I discuss this in the latest podcast with Ian Hogarth and Nathan Benaich, authors behind the State of AI report. The episode will be out today, subscribe to get it in your podcast feed. Via CB Insights

Bigger and biggerer

In the three to four years since the first transformer models arrived (which are great for natural language processing), they have got exponentially more complex. The Megatron-Turing model has around 5,000 times more parameters than the 2018 ELMo. With that comes a greater ability to generalise, at a higher data and computational cost. Via Markettechpost

AI needs space

A curious consequence of the rise in AI startups is a boom in laboratories. This isnโ€™t limited to AI startups but they play a big role. The property boom is apparent in healthcare-related companies and is helping to lift property valuations in many major US cities. Via The Economist

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