RayOnStorage Blog

The killer (space) app

Salvaging or recycling the International Space Station (ISS) is the killer app. There’s so much there that could be re-used, it would be a dying shame to have it be deorbited, burned up and crashed into the ocean somewhere. Yes recycling the ISS is monumental today. Yes the probability of success is slim (at the…

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Safe AI

I’ve been writing about AGI (see part-0 [ish], part-1 [ish], part-2 [ish], part-3ish, part-4 and part 5) and the dangers that come with it (part-0 in the above list) for a number of years now. My last post on the subject I expected to be writing a post discussing the book Human compatible AI and the problem of control…

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Is AGI just a question of scale now – AGI part-5

Read two articles over the past month or so. The more recent one was an Economist article (AI enters the industrial age, paywall) and the other was A generalist agent (from Deepmind). The Deepmind article was all about the training of Gato, a new transformer deep learning model trained to perform well on 600 separate…

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Better autonomous drone flying with Neural-Fly

Read an article the other day on Neural-Fly (see: Rapid adaptation of deep learning teaches drones to survive any weather) based on research out of CalTech documented in a paper is ScienceRobotics (see: Neural-Fly enables rapid learning for agile flight in strong winds, behind paywall). Essentially they have trained two neural networks (NN) at the…

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Living forever – the end of evolution part-3

Read an article yesterday on researchers who had been studying various mammals and trying to determine the number of DNA mutations they accumulate at about the time they die. The researchers found that after about 800 mutations for mole rats, they die, see Nature article Somatic mutation rates scale with lifespan across mammals and Telegraph…

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Go big or go home for robust DNNs

Read a recent article Computer Scientists Prove why Bigger NNs do better discussing scientific research that proved a Universal Law of Robustness via Isoperimetry. This speaks to the perturbability of AI deep learning neural networks (DNN) and how not reduce it. But also applies to many other solutions to diverse multi-dimensional data problems. Mathmatical Robustness…

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Deepmind does code – part 1: the data

1st, let me express my and my fellow coders/programmers disappointment that Deepmind would take on coding. There are many other white collar work domains that need to be conquered before coding. 2nd, let me apologize for the lack of blog posts lately, all I can say is, business is picking up. Saw an article over…

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AI navigation goes with the flow

Read an article the other day (Engineers Teach AI to Navigate Ocean with Minimal Energy) about a simulated robot that was trained to navigate 2D turbulent water flow to travel between locations. They used a combination reinforcement learning with a DNN derived policy. The article was reporting on a Nature Communications open access paper (Learning…

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DeepMind takes on poker & Scotland Yard

Read an article the other day (DeepMind makes bet on AI system that can play poker, chess, Go, and more) about a new DeepMind game playing program that used a new approach to taking on perfect and imperfect information games with the same algorithms. As you may recall, DeepMind prior game playing programs, AlphaZero and…

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