Year: 2022

OPEN SOURCE. "Eureqa is a Machine Intelligence™ application that automates much of the heavy lifting inherent in analytics and data science. Leveraging automated evolutionary algorithms, Eureqa churns through your data to create accurate predictive models in minutes rather than months." (Hod Lipson). https://lnkd.in/dxaxRNu View in LinkedIn

GENETIC PROGRAMMING. "The Cornell computer program uses a technique called genetic programming that starts with random guesses at a solution and then employs an evolution-inspired algorithm to shuffle and change pieces of the equations until it finds a solution that works." https://lnkd.in/djSTtXn View in LinkedIn

ADVANCED BIOCHEMISTRY. "In 2011, it was reported that Eureqa had succeeded at a much more complex task: re-deriving seven equations describing how levels of various chemical compounds fluctuate in oxygen-deprived yeast cells." https://lnkd.in/dHKcrCf View in LinkedIn

FIRST ROBOT SCIENTIST (2009). “Eve's artificial intelligence] reduces the costs, uncertainty, and time involved in drug screening, and has the potential to improve the lives of millions of people worldwide.” https://lnkd.in/dVQ3bPb View in LinkedIn

MACHINE SCIENTIST. "Robot scientist makes discoveries without human help. A robot scientist that can generate its own hypotheses and run experiments to test them has made its first real scientific discoveries." https://lnkd.in/dzvEQGa View in LinkedIn

ROBOT SCIENTIST ADAM. "The basis of science is the hypothetico-deductive method and the recording of experiments in sufficient detail to enable reproducibility. We report the development of Robot Scientist “Adam,” which advances the automation of both. Adam has autonomously generated functional genomics hypotheses about the yeast Saccharomyces cerevisiae and experimentally tested these hypotheses by using laboratory automation." (Ross King). https://lnkd.in/dJJ9HmD View in LinkedIn

ROBOT ADAM “is capable of: hypothesizing to explain observations; devising experiments to test these hypotheses; physically running the experiments using laboratory robotics; interpreting the results from the experiments; repeating the cycle as required." https://lnkd.in/dB_3QTR View in LinkedIn

ROBOTC SYSTEM. "We describe a physically implemented robotic system that applies techniques from artificial intelligence to carry out cycles of scientific experimentation. The system automatically originates hypotheses to explain observations, devises experiments to test these hypotheses, physically runs the experiments using a laboratory robot, interprets the results to falsify hypotheses inconsistent with the data, and then repeats the cycle." https://lnkd.in/d_c-WZa View in LinkedIn

HISTORICAL FIRST. "While researching yeast-based functional genomics, Adam became the first machine in history to have discovered new scientific knowledge independently of its human creators." https://lnkd.in/dB_3QTR View in LinkedIn

SCIENCE BY ROBOTS. "The scientists in Britain, led by Ross D. King, a professor at Aberystwyth University, built a robotic scientist they named Adam. Using artificial intelligence, it came up with a hypothesis about genes in baker’s yeast and the enzymes produced by the genes. It then designed and ran experiments to test its hypothesis. Using the results, it revised its hypothesis and ran more experiments before arriving at its conclusions." https://lnkd.in/djSTtXn View in LinkedIn