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The Alignment Problem information


The Alignment Problem: Machine Learning and Human Values
Hardcover edition
AuthorBrian Christian
CountryUnited States
LanguageEnglish
SubjectAI alignment
PublisherW. W. Norton & Company[1]
Publication date
October 6, 2020
Media typePrint, e-book, audiobook
Pages496
ISBN0393635821
OCLC1137850003
Websitebrianchristian.org/the-alignment-problem/

The Alignment Problem: Machine Learning and Human Values is a 2020 non-fiction book by the American writer Brian Christian. It is based on numerous interviews with experts trying to build artificial intelligence systems, particularly machine learning systems, that are aligned with human values.

  1. ^ "The Alignment Problem". W. W. Norton & Company.

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The Alignment Problem

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The Alignment Problem: Machine Learning and Human Values is a 2020 non-fiction book by the American writer Brian Christian. It is based on numerous interviews...

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AI alignment

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In the field of artificial intelligence (AI), AI alignment research aims to steer AI systems toward a person's or group's intended goals, preferences...

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Sequence alignment

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In bioinformatics, a sequence alignment is a way of arranging the sequences of DNA, RNA, or protein to identify regions of similarity that may be a consequence...

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Brian Christian

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about the human implications of computer science, including The Most Human Human (2011), Algorithms to Live By (2016), and The Alignment Problem (2020)...

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Coital alignment technique

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The coital alignment technique sex position is used primarily as a variant of the missionary position and is designed to maximize clitoral stimulation...

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Multiple sequence alignment

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Multiple sequence alignment (MSA) is the process or the result of sequence alignment of three or more biological sequences, generally protein, DNA, or...

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Existential risk from artificial general intelligence

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In 2020, Brian Christian published The Alignment Problem, which details the history of progress on AI alignment up to that time. In March 2023, key figures...

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Structural alignment

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imply that the structural alignment problem is NP-complete. Strictly speaking, an optimal solution to the protein structure alignment problem is only known...

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Generalized tree alignment

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computational phylogenetics, generalized tree alignment is the problem of producing a multiple sequence alignment and a phylogenetic tree on a set of sequences...

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AI safety

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these problem areas. In 2021, Unsolved Problems in ML Safety was published, outlining research directions in robustness, monitoring, alignment, and systemic...

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Artificial intelligence

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re-focussed their careers on these issues. The alignment problem became a serious field of academic study. In the late teens and early 2020s, AGI companies...

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OpenAI

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to replicate the research and to create countermeasures. More recently, in 2022, OpenAI published its approach to the alignment problem, anticipating...

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Tree alignment

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computational phylogenetics, tree alignment is a computational problem concerned with producing multiple sequence alignments, or alignments of three or more sequences...

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Graphical time warping

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the similarity between the aligned time series and the warping paths distances, the joint alignment problem is formulated as a minimization problem:...

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Typographic alignment

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In typesetting and page layout, alignment or range is the setting of text flow or image placement relative to a page, column (measure), table cell, or...

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AI winter

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could be our saviour, according to the CEO of Google". 24 January 2018. Christian, Brian (2020). The Alignment Problem: Machine learning and human values...

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Data structure alignment

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structure alignment is the way data is arranged and accessed in computer memory. It consists of three separate but related issues: data alignment, data structure...

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Gap penalty

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method of scoring alignments of two or more sequences. When aligning sequences, introducing gaps in the sequences can allow an alignment algorithm to match...

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IBM alignment models

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and an alignment a {\displaystyle a} . The problem then is to find a good statistical model for p ( e , a | f ) {\displaystyle p(e,a|f)} , the probability...

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Weaver rail mount

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typically on the receiver of a rifle over the bolt opening, where the cartridge would be inserted and/or ejected. However, alignment problems of the two piece...

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Machine Intelligence Research Institute

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The Machine Intelligence Research Institute (MIRI), formerly the Singularity Institute for Artificial Intelligence (SIAI), is a non-profit research institute...

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Statistical machine translation

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"Hear, Hear!" becomes "Bravo!". This problem is connected with word alignment, as in very specific contexts the idiomatic expression aligned with words...

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Health technology

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ISSN 2731-4812. PMC 9908503. PMID 36785697. Christian, Brian (2020). The Alignment Problem: Machine learning and human values. W. W. Norton & Company. p. 110...

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Timeline of artificial intelligence

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 53–60, archived from the original (PDF) on 26 September 2007, retrieved 30 August 2007 Christian, Brian (2020). The Alignment Problem: Machine learning and...

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