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AI and Compute

AI and Compute

We’re releasing an analysis showing that since 2012, the amount of compute used in the largest AI training runs has been increasing exponentially with a 3.5 month-doubling time (by comparison, Moore’s Law had an 18-month doubling period). Since 2012, this metric has grown by more than 300,000x (an 18-month doubling period would yield only a 12x increase). Improvements in compute have been a key component of AI progress, so as long as this trend continues, it’s worth preparing for the implications of systems far outside today’s capabilities.

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The Nengo Neural Simulator

The Nengo Neural Simulator

Nengo is a graphical and scripting based Python package for simulating large-scale neural networks. Nengo can create sophisticated spiking or non-spiking neural simulations with sensible defaults in a few lines of code. Yet, Nengo is highly extensible and flexible.

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Mice with 3D-Printed Ovaries Successfully Give Birth

Mice with 3D-Printed Ovaries Successfully Give Birth

AsKatherine Kornei at Science reports,the researchers used a 3D printer to build the scaffolding of the organs, weaving layers of gelatin to createtiny (15 x 15 millimeter) ovaries on glass slides. They then tested the scaffolds by embedding a follicle—the tiny sacs composed of hormone-secreting cells that containthe maturing eggs. This test suggested that the tightest weave supported the highest survival rates, reports Kornei.

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How much of the Internet is using QUIC?

How much of the Internet is using QUIC?

It’s been five years since Google launched QUIC — a new transport protocol that is deployed on the shoulders of UDP in user space. QUIC offers similar properties as TCP + TLS 1.3 but promises to incorporate new features more easily and without them being dropped by legacy systems that don’t support them, for example, middleboxes that block new TCP features — a problem that TCP has faced since its initial deployment. QUIC tackles the problem by offering a fully encrypted transport protocol, thereby removing the possibility for middleboxes to alter its content.

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