Allen Institute For AI
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The Allen Institute for AI (abbreviated AI2) is a 501(c)(3) non-profit scientific research institute founded by late
Microsoft Microsoft Corporation is an American multinational corporation and technology company, technology conglomerate headquartered in Redmond, Washington. Founded in 1975, the company became influential in the History of personal computers#The ear ...
co-founder and philanthropist
Paul Allen Paul Gardner Allen (January 21, 1953 – October 15, 2018) was an American businessman, computer programmer, and investor. He co-founded Microsoft, Microsoft Corporation with his childhood friend Bill Gates in 1975, which was followed by the ...
in 2014. The institute seeks to conduct high-impact AI research and engineering in service of the common good. AI2 is based in
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, and also has an active office in
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,
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.


History

Oren Etzioni was appointed by Paul Allen in September 2013 to direct the research at the institute. After leading the organization for nine years, Oren Etzioni stepped down from his role as CEO on September 30, 2022. He was replaced in an interim capacity by the leading researcher of the company's Aristo project, Peter Clark. On June 20, 2023, AI2 announced Ali Farhadi as its next CEO starting July 31, 2023.


Teams

*Aristo: Aristo is a flagship project of AI2. Its original project goal was to design an artificially intelligent system that could successfully read, learn, and reason from texts and ultimately demonstrate its knowledge by successfully passing an 8th-grade science exam – the team achieved this objective in 2018. It was inspired by a similar project called Project Halo carried out by Seattle-based investment company Vulcan. The current focus of the team is to build the next generation of systems that can systematically reason, explain, and continually improve over time. *PRIOR: The PRIOR team seeks to advance the field of computer vision by creating AI systems that can see, explore, learn, and reason about the world. The team released the open embodied AI platform AI2-THOR in 2016, supporting the training of AI agents in simulated environments. In February 2018, the team released the game Iconary as a demonstration of an AI that can understand and produce situated scenes from a limited set of icons. *
Semantic Scholar Semantic Scholar is a research tool for scientific literature. It is developed at the Allen Institute for AI and was publicly released in November 2015. Semantic Scholar uses modern techniques in natural language processing to support the resear ...
: Semantic Scholar tool is an artificial-intelligence backed
search engine A search engine is a software system that provides hyperlinks to web pages, and other relevant information on World Wide Web, the Web in response to a user's web query, query. The user enters a query in a web browser or a mobile app, and the sea ...
for
academic publications An academy (Attic Greek: Ἀκαδήμεια; Koine Greek Ἀκαδημία) is an institution of tertiary education. The name traces back to Plato's school of philosophy, founded approximately 386 BC at Akademia, a sanctuary of Athena, the go ...
publicly released in November 2015. It uses advances in
natural language processing Natural language processing (NLP) is a subfield of computer science and especially artificial intelligence. It is primarily concerned with providing computers with the ability to process data encoded in natural language and is thus closely related ...
to provide features such as summaries for scholarly papers, contextual information about inline citations, and the ability to create libraries of papers and receive paper recommendations. *AllenNLP: The AllenNLP team works on research to improve NLP systems' performance and accountability, and advance scientific methodologies for evaluating and understanding NLP systems. The team produces its own research as well as open-source tools to accelerate NLP research. *MOSAIC: The Mosaic project is focused on defining and building
common sense knowledge In artificial intelligence research, commonsense knowledge consists of facts about the everyday world, such as "Lemons are sour", or "Cows say moo", that all humans are expected to know. It is currently an unsolved problem in artificial genera ...
and reasoning for AI systems. *AI for the Environment: These teams seek to apply artificial intelligence solutions to the prevention of poaching and illegal fishing in locations around the world, as well as environmental problems like climate modeling and wildfire management. The teams in this group include EarthRanger, Skylight, Climate Modeling, and Wildlands.


OLMo

On May 11, 2023, AI2 announced they were developing OLMo, an open language model aiming to match the performance of other state-of-the-art language models. In February 2024, it was open-sourced, including code, model weights with intermediate snapshots and logs, and contents of their Dolma training dataset, making it the most open state-of-the-art model available.


See also

*
Allen Institute for Brain Science The Allen Institute for Brain Science is a division of the Allen Institute, based in Seattle, Washington, that focuses on bioscience research. Founded in 2003, it is dedicated to accelerating the understanding of how the human brain works. Wit ...
* Allen Institute for Cell Science *
Artificial intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
*
Glossary of artificial intelligence A glossary (from , ''glossa''; language, speech, wording), also known as a vocabulary or clavis, is an alphabetical list of terms in a particular domain of knowledge with the definitions for those terms. Traditionally, a glossary appears at ...


References


External links

* * {{authority control Artificial intelligence laboratories Artificial intelligence associations 2014 establishments in Washington (state) Research institutes established in 2014 Organizations based in Seattle