"This paper proposes a checklist for reporting on AI systems, and covers the initial protocols and scoping, modelling and code, algorithm design, training data, testing and validation, usage, comparisons, real-world requirements, results and limitations, and ethical considerations. The aim is to have...
Source: tandfonline.com
One of the challenges with deep learning (neural networks) is that although they find patterns the reasoning disappears into an endless detail of numbers. In this paper the researchers built an 'explainable' AI to discover antibiotics instead of such a 'black box'. "The discovery of novel structural...
Source: nature.com
"Artificial intelligence learned how to generate text and art better than ever before, while computer scientists developed algorithms that solved long-standing problems." Links to further papers and discussion on topics including: Tackling "P versus NP" Emergent behaviours in large language models...
Source: quantamagazine.org
A machine-learning algorithm was able to tell which estate 80 Bordeaux red wines came from with 100 per cent accuracy by assessing their chemical signatures
Source: newscientist.com
The fallacy shared both by social media services and educational services is one of trying to engineer the perfect mix of content for their clients. What we find, I think, in both education and online media is that authentic content - that is, content based in a person's actual life and relations with...
Source: downes.ca
A new search algorithm has identified 188 kinds of new CRISPR systems in bacterial genomes. The systems have a range of functions and could enable gene editing, diagnostics, and more.
Source: mit.edu
A recruitment firm has launched an algorithm that weeds out privileged, mediocre people, and identifies talent from disadvantaged backgrounds
Source: positive.news
The company believes its Codex machine learning algorithm is the next step in programming—a sidekick for coders to speed up the work and ease the drudgery.
Source: singularityhub.com
Advocates say having computer programs decide how much help vulnerable people can get is often arbitrary - and in some cases downright cruel
Source: theguardian.com
Claims-based algorithms based on a combination of PsO diagnosis codes and dispensing for PsO-specific treatments had a moderate-to-high PPV. These algorithms can serve as a useful tool to identify patients with PsO in future real-world data pharmacoepidemiologic studies. This article is protected by...
Source: nih.gov
Much of the technology driving revenues for the world’s most powerful digital platforms is accountable to no one—not even the companies themselves.
Source: rankingdigitalrights.org
This Google AI blog describes a method for machine learning using paired agents. The gap between the one that did the best and the one that did the worst is regret. That feeling of 'could have done' better is what pushes the 'unsupervised environment design' algorithm towards a better solution. "The...
Source: googleblog.com
The photos were used to help a Facebook algorithm learn to recognise images without supervision.
Source: bbc.com
Algorithms are meaningless without good data. The public can exploit that to demand change.
Source: technologyreview.com
"Theoretically, quantum computers can prove more powerful than any supercomputer. And recent moves from computer giants such as Google and pharmaceutical titans such as Roche now suggest drug discovery might prove to be quantum computing’s first killer app." In January this year Boehringer-Ingelheim...
Source: ieee.org
"The trade unions of the data economy." "How do we, the general public, gain greater control over the estimated
2.5 quintillion bytes of data that is recorded, stored, processed and
analysed, every day?" This also links to the DataSkop project from AlgorithmWatch.
Source: thersa.org
Since this blog has been up I've fiddled with some text analysis stuff by analysing the text and making recommendations for similar blog entries. Did it all in PHP and MySQL just to understand how the algorithms work. Eventually it started to take about 5 hours to: tokenise and stemming the textcalculate...
Essay by Audrey Watters on schools and the technology industry ... basically f**k the algorithm. "Robot Teachers, Racist Algorithms, and Disaster Pedagogy: I have volunteered to be a guest speaker in classes this Fall. It's really the least I can do to help teachers and students through another tough...
Source: hackeducation.com
Police Across Canada Are Using Predictive Policing Algorithms, Report Finds: Police across Canada are increasingly adopting algorithmic technology to predict crime. The authors of a new report say human rights are threatened by the practice.
Source: vice.com
Pharma’s pivotal role in social determinants of health: Pharma manufacturers have a pivotal role to play in precision population health through strategic data collection, analysis, and biopsychosocial and algorithmic interventions to address SDOH.
Source: informaconnect.com