https://autonom.io/blog/On intelligence, computation, and the work of asking better questions.enhttps://autonom.io/blog/the-three-eras-of-knowledge-objects/https://autonom.io/blog/the-three-eras-of-knowledge-objects/Fri, 10 Feb 2023 00:00:00 GMTFuture-proof technology innovation requires the innovator to have a future perspective. This article shows how to have it.https://autonom.io/blog/the-hidden-costs-of-deep-learning/https://autonom.io/blog/the-hidden-costs-of-deep-learning/Sun, 19 May 2019 00:00:00 GMTAn inquiry into intelligence, movement, and the relationship between people and machines.https://autonom.io/blog/automated-research-and-beyond/https://autonom.io/blog/automated-research-and-beyond/Mon, 13 May 2019 00:00:00 GMTYou will soon be able to explain a research question to a machine and get an answer in return.https://autonom.io/blog/thou-shalt-not-fear-automatons/https://autonom.io/blog/thou-shalt-not-fear-automatons/Mon, 18 Feb 2019 00:00:00 GMTIn this article, I will show that unlike the pundits would like you to think, it’s our ignorance we should fear, not the intelligence of machines.https://autonom.io/blog/hyperparameter-optimization-with-keras/https://autonom.io/blog/hyperparameter-optimization-with-keras/Tue, 15 May 2018 00:00:00 GMTFinding the right hyperparameters for your deep learning model can be a tedious process. It doesn’t have to.https://autonom.io/blog/talos/https://autonom.io/blog/talos/Fri, 11 May 2018 00:00:00 GMTAn early public introduction to hyperparameter experiments with Keras.https://autonom.io/blog/can-a-12-bit-bit-gate-be-a-1-bit-gate-instead/https://autonom.io/blog/can-a-12-bit-bit-gate-be-a-1-bit-gate-instead/Thu, 31 Aug 2017 00:00:00 GMTA short exchange exploring whether a calculation can stop as soon as the answer is known.https://autonom.io/blog/what-is-intelligence/https://autonom.io/blog/what-is-intelligence/Wed, 30 Aug 2017 00:00:00 GMTWhat changes when we stop using human intelligence as the measure of every other kind?https://autonom.io/blog/the-heartbleed-weakness/https://autonom.io/blog/the-heartbleed-weakness/Thu, 24 Aug 2017 00:00:00 GMTAn exchange about a security assumption that seemed too obvious to question.https://autonom.io/blog/modern-micro-kernel/https://autonom.io/blog/modern-micro-kernel/Wed, 23 Aug 2017 00:00:00 GMTA proposal to compile only the library and kernel functions an application actually needs.https://autonom.io/blog/this-is-how-scaling-looks-like/https://autonom.io/blog/this-is-how-scaling-looks-like/Wed, 16 Aug 2017 00:00:00 GMTThe energy, materials, and environmental costs behind deep learning—and why more hardware is not the same as greater efficiency.https://autonom.io/blog/what-is-data-scientist/https://autonom.io/blog/what-is-data-scientist/Sat, 12 Aug 2017 00:00:00 GMTA working life divided between learning, wrangling, management, and the possibility of genuinely creative work.https://autonom.io/blog/data-as-cost/https://autonom.io/blog/data-as-cost/Mon, 24 Jul 2017 00:00:00 GMTIf data is cost, and algos are a commodity, what is it that we should value in the coming age of automated decision making?https://autonom.io/blog/solving-problem-problem-solving/https://autonom.io/blog/solving-problem-problem-solving/Tue, 16 May 2017 00:00:00 GMTA proposal for people and machines to work in self-organising structures, starting with the problem rather than the solution.https://autonom.io/blog/pseudo-randomness-is-the-opposite-of-randomness/https://autonom.io/blog/pseudo-randomness-is-the-opposite-of-randomness/Fri, 16 Sep 2016 00:00:00 GMTAn argument about randomness, order, and what happens when we try to select a number from infinity.https://autonom.io/blog/demystifying-causality/https://autonom.io/blog/demystifying-causality/Mon, 16 May 2016 00:00:00 GMTIf researchers agree that cause and effect is important, why is it not the standard and correlation is — the blocker, is it philosophical or logistical?https://autonom.io/blog/brave-new-computing/https://autonom.io/blog/brave-new-computing/Sun, 06 Apr 2014 00:00:00 GMTOn software efficiency, the distance between code and hardware, and the possibility of machines that write their own programs.https://autonom.io/blog/brave-new-computing-the-10x-computer-club/https://autonom.io/blog/brave-new-computing-the-10x-computer-club/Sun, 06 Apr 2014 00:00:00 GMTA case for improving computation by removing unnecessary work, rather than adding hardware—and for machines that write code.