A warning shot.<p>I'm bracing for what I think will be rapid acceleration in joint organic-machine experimentation going forward.<p>Over the next decade, I surmise it's likely we will see everything ranging from constructing and training large-scale organic/molecular deep neural networks with stochastic gradient descent (which is what these guys have done at a small scale) to integrating artificial networks with organic ones (which is what startups like Neuralink are doing) to who knows what else.<p>We live in interesting times.
This paper mentions CRN++, a compiler that translates an imperative language into Chemical Reaction Networks. I had no idea this field existed. This stuff is mind bogglingly cool!<p><a href="https://arxiv.org/abs/1809.07430" rel="nofollow">https://arxiv.org/abs/1809.07430</a>