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Evaluation

Costs of extinction risk mitigation

We very roughly estimate that the annual cost of reducing the probability of human extinction by 0.01% is within the range of $1.1 billion to $3.5 trillion. Introduction This article is intended to be usable

Blog

Concrete AI tasks bleg

By Katja Grace, 30 March 2016 We’re making a survey. I hope to write soon about our general methods and plans, so anyone kind enough to criticize them has the chance. Before that though, we have a different request: we want a list

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AI Control

Coordinated human action as example of superhuman intelligence

Collections of humans organized into groups and institutions provide many historical examples of the creation and attempted control of intelligences that routinely outperform individual humans. A preliminary look at the available evidence suggests that individuals

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Featured Articles

Glossary of AI Risk Terminology and common AI terms

Terms A AI timeline An expectation about how much time will lapse before important AI events, especially the advent of human-level AI or a similar milestone. The term can also refer to the actual periods of time (which are not

Blog

Steve Potter on neuroscience and AI

By Katja Grace, 13 July 2015 Prof. Steve Potter works at the Laboratory of Neuroengineering in Atlanta, Georgia. I wrote to him after coming across his old article, ‘What can AI get from Neuroscience?’ I wanted to know how neuroscience might contribute to AI

AI Timelines

Conversation with Steve Potter

Posted 13 July 2015 Participants Professor Steve Potter – Associate Professor, Laboratory of NeuroEngineering, Coulter Department of Biomedical Engineering, Georgia Institute of Technology Katja Grace – Machine Intelligence Research Institute (MIRI) Note: These notes were

AI Timelines

Predictions of Human-Level AI Timelines

Note: This page is out of date. See an up-to-date version of this page on our wiki. Updated 5 June 2015 We know of around 1,300 public predictions of when human-level AI will arrive, of

Accuracy of AI Predictions

Accuracy of AI Predictions

Updated 4 June 2015 It is unclear how informative we should expect expert predictions about AI timelines to be. Individual predictions are undoubtedly often off by many decades, since they disagree with each other. However their aggregate may still be quite informative. The

AI Timelines

Brain performance in TEPS

Traversed Edges Per Second (TEPS) is a benchmark for measuring a computer’s ability to communicate information internally. Given several assumptions, we can also estimate the human brain’s communication performance in terms of TEPS, and use this

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AI Timelines

Neuron firing rates in humans

Our best guess is that an average neuron in the human brain transmits a spike about 0.1-2 times per second. Support Bias from neurons with sparse activity When researchers measure neural activity, they can fail to see neurons