• Hidden Technical Debt in Machine Learning Systems (2015) [pdf] http://papers.nips.cc/paper/5656-hidden-technical-debt-in-machine-learning-systems.pdf 2 comments 6/12/2015
• DVC – Open Source Machine Learning Version Control System https://dvc.org/ 36 comments 10/2/2019
• Google Sibyl: A system for large scale machine learning [pdf] http://ladisworkshop.org/sites/default/files/LADIS%202010%20actual.pdf 3 comments 19/9/2010
• Open-Source Version Control System for Machine Learning Projects https://dvc.org/ 18 comments 25/7/2020
• Facebook open-sources a speech-recognition system and a machine learning library https://code.fb.com/ai-research/wav2letter/ 143 comments 21/12/2018

• A Differentiable Programming System to Bridge Machine Learning and Scientific Computing https://arxiv.org/abs/1907.07587 4 comments 19/7/2019 ai , compsci

• Machine-learning systems are problematic. That’s why tech bosses call them ‘AI’ https://amp.theguardian.com/commentisfree/2022/nov/05/machine-learning-systems-are-problematic-thats-why-tech-bosses-call-them-ai 89 comments 6/11/2022 futurology
• Using EEGs to Diagnose Autism Spectrum Disorders in Infants: Machine-Learning System Finds Differences in Brain Connectivity http://www.sciencedaily.com/releases/2011/02/110222082730.htm?utm_source=feedburner&utm_medium=feed&utm_campaign=feed:+sciencedaily+(sciencedaily:+latest+science+news) 3 comments 23/2/2011 science
• Stop Calling Everything AI, Machine-Learning Pioneer Says - Michael I. Jordan explains why today’s artificial-intelligence systems aren’t actually intelligent https://spectrum.ieee.org/stop-calling-everything-ai-machinelearning-pioneer-says 3 comments 22/10/2021 technology
• CSEM has developed a new machine-learning method that has been tested by running simulations on a climate-control system for a 100-room building. It is poised to deliver energy savings of around 20%. https://www.csem.ch/page.aspx?pid=157144 3 comments 22/9/2020 science
• Physicists designed a machine-learning algorithm inspired by the brain that has worked out that it should place the Sun at the centre of the Solar System, based on how movements of the Sun & Mars appear from Earth. It could help to solve quantum-mechanics mysteries & discover new laws of physics. https://www.nature.com/articles/d41586-019-03332-7#ref-cr1 94 comments 8/11/2019 science
• IT researchers have developed a machine-learning system that can comb through repairs to open-source computer programs and learn their general properties, in order to produce new repairs for a different set of programs. [X-post from r/programming] http://news.mit.edu/2016/faster-automatic-bug-repair-code-errors-0129 19 comments 29/1/2016 compsci
• Google's Learning Software Learns to Write Learning Software - “Google’s researchers have taught machine-learning software to build machine-learning software. In some instances, what it comes up with is more powerful and efficient than the best systems the researchers themselves can design.” https://www.wired.com/story/googles-learning-software-learns-to-write-learning-software/ 17 comments 13/10/2017 technology
• Apple is building a machine learning system to rule them all https://www.computerworld.com/article/3439061/apple-is-building-a-machine-learning-system-to-rule-them-ali.html 8 comments 18/9/2019 technology
• Free web services will disappear once end-users have finished training corporate machine learning systems. https://www.theguardian.com/technology/2018/jan/28/morozov-artificial-intelligence-data-technology-online 6 comments 28/1/2018 artificial
• Architecting a Machine Learning System for Risk http://nerds.airbnb.com/architecting-machine-learning-system-risk/ 3 comments 25/9/2014 programming
• New machine learning system defeats most text-based CAPTCHAs http://mashable.com/2013/10/28/captcha-defeated/ 50 comments 28/10/2013 technology
• Machine Learning Confronts the Elephant in the Room: A visual prank exposes an Achilles’ heel of computer vision systems https://www.quantamagazine.org/machine-learning-confronts-the-elephant-in-the-room-20180920/ 12 comments 29/10/2018 compsci
• Machine learning systems that discriminate violate human rights, says declaration https://www.itworldcanada.com/article/rightscon-report-machine-learning-systems-that-discriminate-violate-human-rights-says-declaration/405310 14 comments 20/5/2018 artificial
• "mature system might end up being (atmost) 5% machine learning code and (at least) 95% glue code" http://research.google.com/pubs/pub43146.html 15 comments 19/12/2014 programming
• [D] How to build ML systems: from MLOps to Machine Learning Pipelines https://www.hopsworks.ai/post/mlops-to-ml-systems-with-fti-pipelines 10 comments 31/12/2023 machinelearning
• Google AI Launches ‘Hum to Search’: A New Machine Learning System That Helps To Find A Song By Humming https://www.reddit.com/r/artificial/comments/jxsbvp/google_ai_launches_hum_to_search_a_new_machine/ 4 comments 20/11/2020 artificial
• Detecting fake news at its source: Machine learning system aims to determine if an information outlet is accurate or biased https://news.mit.edu/2018/mit-csail-machine-learning-system-detects-fake-news-from-source-1004 42 comments 8/10/2018 politics
• Recommender Systems and Capstone courses removed from UW Machine Learning specialization without warning on Coursera https://www.coursera.org/specializations/machine-learning 8 comments 30/1/2017 datascience
• Machine Learning adventures with MLFlow - Deploying models from local system to Production https://medium.com/@yashaswi_nayak/machine-learning-adventures-with-mlflow-64127713b0a1 5 comments 21/12/2021 learnmachinelearning
• Calling for volunteers to help create a r/MMA fighters and judges ranking system. Looking experience in data scraping and machine learning to start. Details inside. https://form.jotform.com/230856926760162 44 comments 27/3/2023 mma
• Machine learning can be fair and accurate "But it does require you to deliberately design systems to be fair and equitable. Off-the-shelf systems won't work." https://www.cmu.edu/news/stories/archives/2021/october/machine-learning-fair-accurate.html 18 comments 20/10/2021 science
• Harvard scientists are using artificial intelligence to predict whether breast lesions identified from a biopsy will turn out to cancerous. The machine learning system has been tested on 335 high-risk lesions, and correctly diagnosed 97% as malignant. http://www.bbc.com/news/technology-41651839 16 comments 18/10/2017 technology
• Great Data Science course with real-world examples like facial recognition. Important for those who want to develop machine learning systems. https://honest-recommendations.com/recommends/data-science/ 5 comments 19/7/2018 datascience
• It is now possible for machines to learn how natural or artificial systems work by simply observing them, without being told what to look for, according to researchers. https://techxplore.com/news/2016-08-machines-simply.html 2 comments 30/8/2016 worldnews
• Researchers found a new way to use machine learning to predict the behavior of spatiotemporal chaotic systems, such as human heart cells or Earth's weather. Their algorithm can learn these systems in a fraction of the time of other machine learning programs. https://news.osu.edu/machine-learning-helps-scientists-peer-a-second-into-the-future/ 9 comments 28/9/2022 science
• Physiological signals could be the key to "emotionally intelligent" AI. Researchers integrate biological signals with gold-standard machine learning methods to enable emotionally intelligent speech dialog systems. https://www.jaist.ac.jp/english/whatsnew/press/2022/04/05-1.html 3 comments 6/4/2022 science
• Project Maven: "Emails show that Google worked to develop machine learning algorithms for the Pentagon, with the goal of creating a sophisticated system that could surveil entire cities." https://gizmodo.com/google-plans-not-to-renew-its-contract-for-project-mave-1826488620 3 comments 1/6/2018 privacy
• Learning skillful medium-range global weather forecasting | GraphCast is a key advance in accurate and efficient weather forecasting, and helps realize the promise of machine learning for modeling complex dynamical systems https://www.science.org/doi/10.1126/science.adi2336 2 comments 14/11/2023 science
• AI Researchers From MIT Lincoln Lab Developed RIO (Reconnaissance of Influence Operations) System That Would Counter The Spread Of Disinformation By Making Use Of Machine Learning https://www.reddit.com/r/artificial/comments/o68muj/ai_researchers_from_mit_lincoln_lab_developed_rio/ 10 comments 23/6/2021 artificial
• Using artificial intelligence and machine learning, scientists have developed a sensor that can neutralise a star's 'twinkle' caused by heat variations in the Earth's atmosphere. This will make the discovery and study of planets in distant solar systems easier from optical telescopes on Earth. https://www.eurekalert.org/pub_releases/2020-10/uos-aap102120.php 83 comments 21/10/2020 science
• Facebook open-sources a speech-recognition system and a machine learning library https://code.fb.com/ai-research/wav2letter/ 12 comments 21/12/2018 programming
• Humans naturally skew or otherwise damage data so that it becomes untruthful and therefore useless. One problem with AI is that it assumes everyone tells the truth, which isn't always the case. It's difficult to fix these mistruths—but necessary, if we are to rely on AI and machine learning systems https://www.hpe.com/us/en/insights/articles/the-5-mistruths-of-data-1809.html 3 comments 25/9/2018 artificial
• New 'Reservoir computing' opto-electric neural network simulacrum beats silicon supercomputers by cost at machine learning problems. New 'universal' form of computation present in many other systems. http://arxivindex.blogspot.com/2012/09/new-form-of-universal-computation.html 17 comments 22/9/2012 science
• Realistic robots are starting to talk more like humans - Researchers have created a new robotic mouth system that uses machine learning and a novel mechanism modeled after human cheek muscles to better synchronize speech and mouth movements in realistic, human-like robots. https://academictimes.com/realistic-robots-are-starting-to-talk-more-like-humans/ 2 comments 15/3/2021 science