331:
learning and planning techniques to identify and merge the complementary abilities of people and AI systems. In work on human-centered AI, he introduced measures and models of the expected value of displayed information to guide the display of information to human decision makers in time-critical settings and methods for making statistical AI inferences more understandable. He introduced models of human attention in computing systems, and studied the use of machine learning to infer the cost of interruptions to computer users. His use of machine learning to build models of human surprise was featured as a technology breakthrough by
31:
516:, a non-profit organization bringing together Apple, Amazon, Facebook, Google, DeepMind, IBM, and Microsoft with representatives from civil society, academia, and non-profit R&D. The organization's website points at initiatives, including studies of risk scores in criminal justice, facial recognition systems, AI and economy, AI safety, AI and media integrity, and documentation of AI systems.
463:
people work, live and play." A framing memo for the study calls out 18 topics for consideration, including law, ethics, the economy, war, and crime. Topics include abuses of AI that could pose threats to democracy and freedom and addressing possibilities of superintelligences and loss of control of AI.
492:
argues that AI won't automatically replace human workers, but rather, will supplement the workforce and create new jobs in tech maintenance. While mainly focusing on the next 15 years, the report touched on concerns and expectations that had risen in prominence over the last decade about the risks of
434:
in
February 2009. The study considered the nature and timing of AI successes and reviewed concerns about directions with AI developments, including the potential loss of control over computer-based intelligences, and also efforts that could reduce concerns and enhance long-term societal outcomes. The
330:
He has explored synergies between human and machine intelligence. He introduced principles for using machine learning and decision theory to guide machine versus human initiative, methods that provide AI systems with understandings of when to transfer problem solving to humans, and the use of machine
398:
He has addressed technical and societal challenges and opportunities with the fielding of AI technologies in the open world, including beneficial uses of AI, AI safety and robustness, and where AI systems and capabilities can have inadvertent effects, pose dangers, or be misused. He has presented on
322:
He studied the use of probability and utility to guide automated reasoning for decision making. The methods include consideration of the solving of streams of problems in environments over time. In related work, he applied probability and machine learning to solve combinatorial problems and to guide
462:
According to
Horvitz, the AI100 gift, which may increase in the future, is sufficient to fund the study for a century. A Stanford press release stated that sets of committees over a century will "study and anticipate how the effects of artificial intelligence will ripple through every aspect of how
524:
He founded and chairs the Aether
Committee at Microsoft, Microsoft's internal committee on the responsible development and fielding of AI technologies. He reported that the Aether Committee had made recommendations on and guided decisions that have influenced Microsoft's commercial AI efforts. In
466:
The One
Hundred Year Study is overseen by a Standing Committee. The Standing Committee formulates questions and themes and organizes a Study Panel every five years. The Study Panel issues a report that assesses the status and rate of progress of AI technologies, challenges, and opportunities with
210:
In 2015, he was awarded the AAAI Feigenbaum Prize, a biennial award for sustained and high-impact contributions to the field of artificial intelligence through the development of computational models of perception, reflection and action, and their application in time-critical decision making, and
438:
In coverage of the
Asilomar study, he said that scientists must study and respond to notions of superintelligent machines and concerns about artificial intelligence systems escaping from human control. In a later NPR interview, he said that investments in scientific studies of superintelligences
347:. In 2015, he received the ACM ICMI Sustained Accomplishment Award for contributions to multimodal interaction. His work on multimodal interaction includes studies of situated interaction, where systems consider physical details of open-world settings and can perform dialog with multiple people.
525:
April 2020, Microsoft published content on principles, guidelines, and tools developed by the Aether
Committee and its working groups, including teams focused on AI reliability and safety, bias and fairness, intelligibility and explanation, and human-AI collaboration.
323:
theorem proving. He introduced the anytime algorithm paradigm in AI, where partial results, probabilities, or utilities of outcomes are refined with computation under different availabilities or costs of time, guided by the expected value of computation.
326:
He has issued long-term challenge problems for AIβand has espoused a vision of open-world AI, where machine intelligences have the ability to understand and perform well in the larger world where they encounter situations they have not seen before.
410:
He has called for action on potential risks to civil liberties posed by government uses of data in AI systems. He and privacy scholar
Deirdre Mulligan stated that society must balance privacy concerns with benefits of data for social benefit.
493:
superintelligent robots, stating "Unlike in the movies, there's no race of superhuman robots on the horizon or probably even possible. Stone stated that "it was a conscious decision not to give credence to this in the report."
356:
He led efforts in applying AI methods to computing systems, including machine learning for memory management in
Windows, web prefetching, graphics rendering, and web crawling. He did early work on AI for debugging software.
3818:
3121:
England, Paul; Malvar, Henrique S.; Horvitz, Eric; Stokes, Jack W.; Fournet, CΓ©dric; Burke-Aguero, Rebecca; Chamayou, Amaury; Clebsch, Sylvan; Costa, Manuel (2021-07-15), "AMP: Authentication of media via provenance",
3813:
488:." The panel advocated for increased public and private spending on the industry, recommended increased AI expertise at all levels of government, and recommended against blanket government regulation. Panel chair
218:, for "contributions to artificial intelligence and human-computer interaction spanning the computing and decision sciences through developing principles and models of sensing, reflection, and rational action."
3365:
Peter Stone et al. "Artificial
Intelligence and Life in 2030." One Hundred Year Study on Artificial Intelligence: Report of the 2015-2016 Study Panel, Stanford University, Stanford, CA, September 2016. Doc:
272:
Horvitz's research interests span theoretical and practical challenges with developing systems that perceive, learn, and reason. His contributions include advances in principles and applications of
350:
He co-authored probability-based methods to enhance privacy, including a model of altruistic sharing of data called community sensing and risk-sensitive approaches including stochastic privacy.
414:
He has presented on the risks of AI-enabled deepfakes and contributed to media provenance technologies that cryptographically certify the source and history of edits of digital content.
2440:
1339:
Gershman, Samuel J.; Horvitz, Eric J.; Tenenbaum, Joshua B. (17 July 2015). "Computational rationality: A converging paradigm for intelligence in brains, minds, and machines".
3808:
3759:
1047:
222:
241:
179:
3608:
234:
439:
would be valuable to guide proactive efforts even if people believed that the probability of losing of control of AI was low because of the cost of such outcomes.
3823:
481:
3231:
2727:
3458:
435:
study was the first meeting of AI scientists to address concerns about superintelligence and loss of control of AI and attracted interest by the public.
253:
191:
155:, and follow-on research introduced models of bounded rationality founded in probability and decision theory. He did his doctoral work under advisors
3257:
3067:
3017:
2804:
3434:
3304:
200:
He was elected to the ACM CHI Academy in 2013 for βresearch at the intersection of human-computer interaction and artificial intelligence.β
2282:
Proceedings of the SIGDIAL 2009 Conference on the 10th Annual
Meeting of the Special Interest Group on Discourse and Dialogue - SIGDIAL '09
2535:
Horvitz, Eric J.; Lengyel, Jed (2013-02-06). "Perception, Attention, and Resources: A Decision-Theoretic Approach to Graphics Rendering".
3336:
1229:
3659:
257:
3798:
1318:
1268:
132:
Labs, including research centers in Redmond, WA, Cambridge, MA, New York, NY, Montreal, Canada, Cambridge, UK, and Bangalore, India.
1071:
1612:
677:
3756:
3165:
2466:
1238:
3409:
1037:
3793:
3141:
2577:
2511:
2232:
2127:
2031:
1986:
1940:
1819:
1782:
1771:
Proceeding, AAMAS '12 Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
667:
187:
3828:
1192:
340:
He investigated the use of AI methods to provide assistance to users including help with software and in the daily life.
2701:
197:
He was elected as an ACM Fellow in 2014 for "contributions to artificial intelligence, and human-computer interaction."
3746:
2297:
1859:
1691:
1512:
1021:
815:
781:
3212:
2675:
3381:
1391:
478:
1877:"The use of a heuristic problem-solving hierarchy to facilitate the explanation of hypothesis-directed reasoning"
656:
AAMAS '12 Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
183:
136:
2562:
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval
2382:
249:
204:
2322:
3558:
3341:
407:, saying that AI systems "must reason about what people intend rather than carrying out commands literally."
319:. The influences of bounded optimality extend beyond computer science into cognitive science and psychology.
215:
3803:
3774:
Keynote address, Conference on Knowledge Discovery and Data Mining (SIGKDD), August 2014: Videolectures.net
1844:
1149:
895:
Shwe, M.; Middleton, B.; Heckerman, D.; Hernion, M.; Horvitz, E.; Lehmann, H.; Cooper, G. (October 1991),
800:
2753:
2128:"How the forgetfulness of one of Microsoft's top scientists inspired a killer new feature for Windows 10"
1666:
Proceedings of the SIGCHI conference on Human factors in computing systems the CHI is the limit - CHI '99
766:
Proceedings of the SIGCHI conference on Human factors in computing systems the CHI is the limit - CHI '99
431:
1390:
Howes, Andrew; Duggan, Geoffrey B.; Kalidindi, Kiran; Tseng, Yuan-Chi; Lewis, Richard L. (1 July 2016).
1129:
2059:
1717:"Complementary computing: policies for transferring callers from dialog systems to human receptionists"
648:
281:
139:
in 2013 for computational mechanisms for decision making under uncertainty and with bounded resources.
1559:
IJCAI'89 Proceedings of the 11th International Joint Conference on Artificial Intelligence - Volume 2
939:
IJCAI'89 Proceedings of the 11th International Joint Conference on Artificial Intelligence - Volume 2
128:, where he serves as the company's first Chief Scientific Officer. He was previously the director of
1452:
741:
1852:
Proceeding, UAI'95 Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence
1674:
1598:
Proceedings of AAAI-96, Thirteenth National Conference on Artificial Intelligence, Portland, Oregon
1475:
2649:
601:"Computational rationality: A converging paradigm for intelligence in brains, minds, and machines"
2274:
2085:"The Lumiere Project: Bayesian User Modeling for Inferring the Goals and Needs of Software Users"
682:
Opening Session of the Annual Meeting, Association for the Advancement of Artificial Intelligence
489:
471:
361:
296:
3609:"Satya Nadella email to employees: Embracing our future: Intelligent Cloud and Intelligent Edge"
1777:. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems: 467β474.
662:, Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems: 467β474,
3788:
1669:
1447:
963:
736:
344:
315:. As an example, he coined the concept of bounded optimality, a decision-theoretic approach to
226:
3483:
1898:
690:
3386:
2925:
386:
333:
277:
1474:
Horvitz, Eric J.; Ruan, Y.; Gomes, C.; Kautz, H.; Selman, B.; Chickering, D.M. (July 2001),
896:
390:. He has testified before the US Senate on progress, opportunities, and challenges with AI.
3773:
3736:
2863:
2819:
2496:
Proceedings of the seventh international conference on Information and knowledge management
2407:
1348:
1009:
612:
570:
400:
304:
164:
3193:
2779:
1552:"Reflection and action under scarce resources: theoretical principles and empirical study"
1435:
1188:
1150:"Election of New Members at the 2018 Spring Meeting | American Philosophical Society"
1117:
932:"Reflection and action under scarce resources: Theoretical principles and empirical study"
825:
427:
8:
3232:"A 100-year study of artificial intelligence? Microsoft Research's Eric Horvitz explains"
1804:
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence
1213:
452:
372:. Online talks include both technical lectures and presentations for general audiences (
316:
148:
3508:
3092:
2867:
2411:
1876:
1593:
1592:
Selman, B.; Brooks, R.; Dean, T.; Horvitz, E.; Mitchell, T.; Nilsson, N. (August 1996),
1352:
1013:
616:
574:
3660:"Microsoft is turning down some sales over AI ethics, top researcher Eric Horvitz says"
3147:
2798:
2630:
2583:
2536:
2517:
2423:
2397:
2363:
2303:
2037:
1992:
1921:
1825:
1744:
1697:
1372:
999:
919:
884:
856:
808:
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
787:
709:
636:
380:
129:
30:
3282:
2564:. SIGIR'19. New York, NY, USA: Association for Computing Machinery. pp. 495β504.
2498:. CIKM '98. New York, NY, USA: Association for Computing Machinery. pp. 175β184.
2018:. CSCW '04. New York, NY, USA: Association for Computing Machinery. pp. 507β510.
1537:
AAAI'88 Proceedings of the Seventh AAAI National Conference on Artificial Intelligence
1461:
1246:
955:
AAAI'88 Proceedings of the Seventh AAAI National Conference on Artificial Intelligence
750:
600:
3309:
3151:
3137:
2881:
2622:
2587:
2573:
2507:
2293:
2228:
2027:
1982:
1899:"Models of attention in computing and communication: from principles to applications"
1855:
1829:
1815:
1778:
1736:
1687:
1508:
1416:
1364:
1017:
982:
897:"Probabilistic diagnosis using a reformulation of the INTERNIST-1/QMR knowledge base"
867:
Henrion, M.; Breese, J.; Horvitz, E. (1991), "Decision analysis and expert systems",
848:
811:
777:
691:"Models of Attention in Computing and Communication: from Principles to Applications"
663:
628:
588:
369:
308:
3710:
2521:
2427:
2202:
2041:
1973:. ICMI '03. New York, NY, USA: Association for Computing Machinery. pp. 20β27.
1505:
UAI'87 Proceedings of the Third Conference on Uncertainty in Artificial Intelligence
1376:
888:
860:
640:
3633:
3127:
2971:
2871:
2634:
2614:
2565:
2499:
2415:
2367:
2355:
2307:
2285:
2227:. Association for Computing Machinery and Morgan & Claypool. pp. 105β143.
2019:
1996:
1974:
1925:
1913:
1875:
Horvitz, Eric; Heckerman, David; Nathwani, Bharat; Fagan, Lawrence (October 1986).
1807:
1748:
1728:
1701:
1679:
1457:
1406:
1356:
978:
923:
911:
876:
840:
791:
769:
746:
713:
701:
620:
578:
312:
300:
295:
Horvitz played a significant role in the use of probability and decision theory in
273:
156:
95:
3435:"Artificial intelligence success is tied to ability to augment, not just automate"
3763:
3459:"Report on Algorithmic Risk Assessment Tools in the U.S. Criminal Justice System"
1093:
485:
252:(CCC), chair of the Section on Information, Computing, and Communications of the
721:
3768:
2177:
1233:
299:. His work raised the credibility of artificial intelligence in other areas of
285:
230:
168:
160:
3751:
3684:
3041:
2991:
2956:
2899:
2248:
2152:
2102:
1811:
1732:
1633:
1498:"Reasoning about beliefs and actions under computational resource constraints"
875:(4), Menlo Park, CA: American Association for Artificial Intelligence: 64β91,
374:
3782:
2705:
2626:
2016:
Proceedings of the 2004 ACM conference on Computer supported cooperative work
1799:
1740:
311:. His research helped establish the link between artificial intelligence and
245:
3819:
Presidents of the Association for the Advancement of Artificial Intelligence
3583:
3533:
3283:"One-Hundred Year Study of Artificial Intelligence: Reflections and Framing"
3132:
3126:, New York, NY, USA: Association for Computing Machinery, pp. 108β121,
2876:
2851:
2603:"Structure and chance: melding logic and probability for software debugging"
2569:
2419:
2340:
2289:
2023:
1716:
1360:
1163:
992:
Reasoning about beliefs and actions under computational resource constraints
880:
624:
583:
2885:
2556:
Kolobov, Andrey; Peres, Yuval; Lubetzky, Eyal; Horvitz, Eric (2019-07-18).
1420:
1368:
915:
844:
632:
592:
404:
3066:
Horvitz, Eric; Clyburn, Mignon; Felten, Ed; LeBlanc, Travis (2021-05-17).
2618:
2557:
2503:
2011:
1978:
1917:
1683:
1658:
1292:
852:
773:
758:
705:
3814:
Fellows of the Association for the Advancement of Artificial Intelligence
1573:
1550:
Horvitz, Eric J.; Cooper, Gregory F.; Heckerman, David E. (August 1989).
541:
497:
426:
from 2007β2009. As AAAI President, he called together and co-chaired the
152:
3367:
2900:"AI for Social Good (2016): Keynote AI in Support of People and Society"
2602:
2491:
2089:
Proceedings of UAI, Conference on Uncertainty in Artificial Intelligence
2083:
Horvitz, E; Breese, J; Heckerman, D; Hovel, D; Rommelse, K (July 1998).
1971:
Proceedings of the 5th international conference on Multimodal interfaces
1966:
1763:
1483:
Proceedings of the Conference on Uncertainty and Artificial Intelligence
1392:"Predicting Short-term Remembering as Boundedly Optimal Strategy Choice"
2780:"Smarter Than You Think: Computers Learn to Listen, and Some Talk Back"
2249:"Elevating human-computer interaction to a new level of sophistication"
1764:"Combining human and machine intelligence in large-scale crowdsourcing"
1411:
810:, San Francisco, CA: Morgan Kaufmann Publishers Inc, pp. 296β305,
649:"Combining Human and Machine Intelligence in Large-scale Crowdsourcing"
289:
3042:"Keynote Address, Eric Horvitz: AI Advances, Aspirationsβand Concerns"
2359:
1529:
947:
2084:
175:
125:
3534:"Introducing SafeLife: Safety Benchmarks for Reinforcement Learning"
2976:
442:
3410:"New Report Assesses Progress and Risks of Artificial Intelligence"
2541:
2402:
1897:
Horvitz, Eric; Kadie, Carl; Peak, Tim; Hovel, David (March 2003).
1551:
1004:
931:
2820:"Reflections on the Status and Future of Artificial Intelligence"
2492:"Continual computation policies for utility-directed prefetching"
1634:"2019 Annual Meeting Plenary: People, Machines, and Intelligence"
1497:
1239:"Membership of the Computer Science and Telecommunications Board"
990:
826:"Toward Normative Expert Systems: Part I, the Pathfinder Project"
1561:. San Francisco, CA: Morgan Kaufmann Publishers Inc.: 1121β1127.
456:
307:, influencing fields ranging from human-computer interaction to
964:"Decision theory in expert systems and artificial intelligence"
941:, San Francisco, CA: Morgan Kaufmann Publishers Inc.: 1121β1127
470:
The 2015 study panel of the One Hundred Year Study, chaired by
3769:
BBC: "Artificial intelligence: How to turn Siri into Samantha"
3757:
NPR: Science Friday: Improving Healthcare One Search at a Time
3741:
3337:"AI in the real world: Tech leaders consider practical issues"
2754:"Microsoft Sees Software 'Agent' as Way to Avoid Distractions"
1941:"Microsoft Sees Software 'Agent' as Way to Avoid Distractions"
1854:. San Francisco, CA: Morgan Kaufmann Publishers Inc: 296β305.
513:
16:
American computer scientist, and Technical Fellow at Microsoft
2381:
Singla, A.; Horvitz, E.; Kamar, E.; White, R.W. (July 2014),
1874:
1476:"A Bayesian Approach to Tackling Hard Computational Problems"
894:
448:
399:
caveats with applications of AI in military settings. He and
124:) is an American computer scientist, and Technical Fellow at
3382:"Artificial intelligence wants to be your bro, not your foe"
2341:"A Utility-Theoretic Approach to Privacy in Online Services"
2321:
Krause, A.; Horvitz, E.; Kansal, A.; Zhao, F. (April 2008),
1530:"Reasoning under varying and uncertain resource constraints"
1243:
The National Academies of Sciences, Engineering and Medicine
1072:"Microsoft appoints its first-ever chief scientific officer"
948:"Reasoning under varying and uncertain resource constraints"
501:
104:
3305:"Report: Artificial intelligence to transform urban cities"
3065:
2555:
2225:
The Handbook of Multimodal-Multisensor Interfaces, Volume 3
2082:
2010:
Horvitz, Eric; Koch, Paul; Apacible, Johnson (2004-11-06).
1167:
423:
3120:
1845:"Display of information for time-critical decision making"
1762:
Kamar, Ece; Hacker, Severin; Horvitz, Eric (8 June 2018).
801:"Display of information for time-critical decision making"
211:
intelligent information, traffic, and healthcare systems.
180:
Association for the Advancement of Artificial Intelligence
3742:
One Hundred Year Study on Artificial Intelligence (AI100)
3124:
Proceedings of the 12th ACM Multimedia Systems Conference
3068:"Caution ahead: Navigating risks to freedoms posed by AI"
2679:
1389:
1269:"About the Computer Science and Telecommunications Board"
459:
was launched as a project of the One Hundred Year Study.
365:
261:
223:
President's Council of Advisors on Science and Technology
110:
3752:
TEDx Austin: Making Friends with Artificial Intelligence
1338:
930:
Horvitz, E.; Cooper, G.F.; Heckerman, D. (August 1989),
824:
D, Heckerman; Horvitz, E; Nathwani, Bharat (June 1992),
598:
375:
TEDx Austin: Making Friends with Artificial Intelligence
3018:"The Long View: AI Directions, Challenges, and Futures"
2957:"Rise of Concerns about AI: Reflections and Directions"
2955:
Dietterich, Thomas G; Horvitz, Eric J. (October 2015).
2467:"Microsoft Predicts The Future With Vista's SuperFetch"
2380:
2320:
2275:"Models for multiparty engagement in open-world dialog"
1798:
Wilder, Bryan; Horvitz, Eric; Kamar, Ece (2020-07-09).
1591:
599:
Gershman, S.; Horvitz, E.; Tenenbaum, J. (2015-07-17),
2558:"Optimal Freshness Crawl Under Politeness Constraints"
2210:
ACM International Conference on Multimodal Interaction
1549:
1436:"Principles and Applications of Continual Computation"
929:
722:"Principles and Applications of Continual Computation"
689:
Horvitz, E; Kadie, C; Paek, T; Hovel, D (March 2003),
447:
In 2014, Horvitz defined and funded with his wife the
3258:"Study to Examine Effects of Artificial Intelligence"
2728:"Microsoft Introduces Tool for Avoiding Traffic Jams"
2223:
Bohus, D; Horvitz, E (2019). "Situated Interaction".
2203:"Dialog in the Open World: Platform and Applications"
1896:
1473:
1039:
AI and Our Future With Machines with Dr. Eric Horvitz
688:
561:
Horvitz, E. (2017-07-07), "AI, people, and society",
116:
3809:
Fellows of the American Academy of Arts and Sciences
961:
866:
246:
Computer & Information Science & Engineering
113:
107:
2926:"Reflections on Safety and Artificial Intelligence"
2441:"Swimming in Creative Waters: The Art of Invention"
2153:"Information Agents: Directions and Futures (2001)"
2009:
977:(3), New York, NY: Elsevier Science Inc.: 247β302,
512:He co-founded and has served as board chair of the
254:
American Association for the Advancement of Science
192:
American Association for the Advancement of Science
101:
98:
3509:"AI, Labor, and the Economy Case Study Compendium"
2702:"A panel discussion about Artificial Intelligence"
2182:International Conference on Multimodal Interaction
1797:
1761:
1049:Potential and Pitfalls of AI with Dr. Eric Horvitz
962:Horvitz, E.; Breese, J.; Henrion, M. (July 1988),
646:
430:which culminated in a meeting of AI scientists at
225:(PCAST), the Scientific Advisory Committee of the
3091:Horvitz, Eric; Mulligan, Deirdre (17 July 2015).
2954:
700:, vol. 46, no. 3, ACM, pp. 52β59,
549:(Dissertation), Stanford, CA: Stanford University
467:regard to AI's influences on people and society.
449:One Hundred Year Study of Artificial Intelligence
443:One Hundred Year Study on Artificial Intelligence
3780:
3685:"Conference on Ethics & AI: Keynote Session"
3187:
3185:
3102:. Vol. 349, no. 6245. pp. 253β254
2992:"Conference on Ethics & AI: Keynote Session"
2339:Krause, Andreas; Horvitz, Eric (November 2010).
1659:"Principles of mixed-initiative user interfaces"
1594:"Challenge Problems for Artificial Intelligence"
823:
759:"Principles of mixed-initiative user interfaces"
647:Kamar, E.; Hacker, S.; Horvitz, E. (June 2012),
507:
174:He is currently the Chief Scientific Officer of
3090:
2778:Lohr, Steve, and Markoff, John (24 June 2010).
1965:Horvitz, Eric; Apacible, Johnson (2003-11-05).
1964:
998:, Arlington, VA: AUAI Press, pp. 429β447,
3484:"Bringing Facial Recognition Systems To Light"
3414:Stanford University HAI News and Announcements
2600:
2534:
1575:Computation and Action Under Bounded Resources
971:International Journal of Approximate Reasoning
543:Computation and Action Under Bounded Resources
474:, released a report in September 2016, titled
153:Computation and Action Under Bounded Resources
3824:Members of the American Philosophical Society
3213:"The Singularity: Humanity's Last Invention?"
3182:
2676:"The Singularity: Humanity's Last Invention?"
2650:"Meet Laura, Your Virtual Personal Assistant"
2338:
1843:Horvitz, Eric; Barry, Matthew (August 1995).
1234:Computer Science and Telecommunications Board
519:
498:report of the second cycle of the AI100 study
248:(CISE) Advisory Board, on the council of the
231:Computer Science and Telecommunications Board
3330:
3328:
3194:"Scientists Worry Machines May Outsmart Man"
3166:"A promising step forward on disinformation"
2803:: CS1 maint: multiple names: authors list (
2272:
2222:
2200:
1842:
798:
3559:"AI and Media Integrity Steering Committee"
2601:Burnell, Lisa; Horvitz, Eric (1995-03-01).
2348:Journal of Artificial Intelligence Research
1967:"Learning and reasoning about interruption"
1714:
1613:"Artificial Intelligence in the Open World"
1230:Allen Institute for Artificial Intelligence
1228:, the Scientific Advisory Committee of the
678:"Artificial Intelligence in the Open World"
227:Allen Institute for Artificial Intelligence
3711:"Responsible AI principles from Microsoft"
3691:. Carnegie Mellon University. 9 April 2018
3432:
3251:
3249:
3247:
3245:
1721:User Modeling and User-Adapted Interaction
29:
3325:
3131:
2975:
2875:
2540:
2401:
2058:Waldrop, M. Mitchell (19 February 2008).
1673:
1451:
1410:
1316:
1069:
1003:
740:
582:
3651:
3361:
3359:
3334:
1938:
1052:, Microsoft Research Podcast, 5 Mar 2020
1042:, Microsoft Research Podcast, 4 Dec 2017
479:Artificial Intelligence and Life in 2030
147:Horvitz received his Ph.D and M.D. from
3606:
3255:
3242:
3191:
3163:
3015:
2923:
2849:
2817:
2751:
2725:
2489:
2273:Bohus, D; Horvitz, E (September 2009).
2057:
1715:Horvitz, Eric; Paek, Tim (2007-03-01).
1668:. New York, NY: ACM. pp. 159β166.
1656:
1631:
1610:
1571:
1527:
1495:
1433:
988:
945:
768:. New York, NY: ACM. pp. 159β166.
756:
719:
675:
560:
539:
262:U.S. National Security Commission on AI
256:(AAAS), on the Board of Regents of the
3781:
3407:
3379:
3210:
2647:
2464:
2201:Bohus, D; Horvitz, E (November 2009).
2103:"Lumiere - Intelligent User Interface"
1507:. Arlington, VA: AUAI Press: 429β447.
59:Ph.D and M.D. from Stanford University
3657:
3368:http://ai100.stanford.edu/2016-report
3356:
3335:Dussault, Joseph (4 September 2016).
3297:
3093:"Data, privacy, and the greater good"
2950:
2948:
2845:
2843:
2673:
2178:"ICMI Sustained Accomplishment Award"
2053:
2051:
1627:
1625:
378:). His research has been featured in
242:Association for the Advancement of AI
188:American Academy of Arts and Sciences
3634:"Microsoft #TechTalk: AI and Ethics"
2777:
799:Horvitz, E; Barry, M (August 1995),
554:
417:
178:. He has been elected Fellow of the
135:Horvitz was elected a member of the
3229:
1806:. Vol. 2. pp. 1526β1533.
13:
3737:Profile page at Microsoft Research
3256:Markoff, John (15 December 2014).
3211:Siegel, Robert (11 January 2011).
2945:
2840:
2818:Horvitz, Eric (30 November 2016).
2048:
1622:
1581:(PhD thesis). Stanford University.
904:Methods of Information in Medicine
833:Methods of Information in Medicine
240:He has served as president of the
14:
3840:
3730:
3715:Microsoft Artificial Intelligence
3380:Knight, Will (1 September 2016).
1297:U.S. National Library of Medicine
1130:"2013 SIGCHI Awards β ACM SIGCHI"
1070:Bonifacic, Igor (11 March 2020).
393:
214:In 2015, he was also awarded the
3799:People in information technology
3747:Audio: Challenge Problems for AI
2699:
353:He is Microsoft's top inventor.
94:
3703:
3677:
3626:
3600:
3576:
3551:
3526:
3501:
3476:
3451:
3433:McKendrick, Joe (18 Sep 2021).
3426:
3401:
3373:
3275:
3223:
3204:
3157:
3114:
3084:
3059:
3034:
3009:
2984:
2917:
2892:
2811:
2771:
2745:
2726:Markoff, John (10 April 2008).
2719:
2693:
2667:
2648:Hansen, Liane (21 March 2009).
2641:
2594:
2549:
2528:
2483:
2458:
2433:
2374:
2332:
2314:
2266:
2241:
2216:
2194:
2170:
2145:
2120:
2095:
2076:
2003:
1958:
1939:Markhoff, John (17 July 2000).
1932:
1890:
1868:
1836:
1800:"Learning to Complement Humans"
1791:
1755:
1708:
1650:
1604:
1585:
1572:Horvitz, Eric (December 1990).
1565:
1543:
1521:
1489:
1467:
1434:Horvitz, Eric (February 2001),
1427:
1383:
1332:
1310:
1285:
528:
360:Horvitz speaks on the topic of
258:US National Library of Medicine
184:National Academy of Engineering
137:National Academy of Engineering
3192:Markoff, John (26 July 2009).
2752:Markoff, John (17 July 2000).
1632:Horvitz, Eric (Jan 13, 2020).
1319:"Introduction of Eric Horvitz"
1261:
1206:
1181:
1156:
1142:
1122:
1111:
1086:
1063:
422:He served as President of the
250:Computing Community Consortium
205:American Philosophical Society
1:
3607:Nadella, Satya (2018-03-29).
3408:Stacey, Kevin (16 Sep 2021).
3342:The Christian Science Monitor
2850:Horvitz, Eric (7 July 2017).
2674:Kaste, Martin (11 Jan 2011).
1528:Horvitz, Eric (August 1988).
1462:10.1016/S0004-3702(00)00082-5
1317:Mackworth, Alan (July 2008).
1189:"ERIC HORVITZ - Award Winner"
1118:ERIC HORVITZ ACM Fellows 2014
1057:
751:10.1016/S0004-3702(00)00082-5
720:Horvitz, E. (February 2001),
540:Horvitz, E. (December 1990),
508:Founding of Partnership on AI
216:ACM - AAAI Allen Newell Award
151:. His doctoral dissertation,
3794:American computer scientists
3658:Boyle, Alan (9 April 2018).
3370:. Accessed: October 1, 2016.
3164:Horvitz, Eric (2021-02-22).
3016:Horvitz, Eric (2017-03-28).
2924:Horvitz, Eric (2016-06-27).
2490:Horvitz, Eric (1998-11-01).
2465:Keizer, Gregg (2007-01-19).
1912:. New York, NY: ACM: 52β59.
983:10.1016/0888-613X(88)90120-X
142:
7:
3829:Microsoft technical fellows
3230:You, Jia (9 January 2015).
1611:Horvitz, Eric (July 2008),
1496:Horvitz, Eric (July 1987).
1164:"The AAAI Feigenbaum Prize"
1098:IEEE Xplore Digital Library
1030:
946:Horvitz, E. (August 1988),
10:
3845:
2323:"Toward Community Sensing"
2132:Business Insider Australia
1657:Horvitz, Eric (May 1999).
520:Microsoft Aether Committee
282:human-computer interaction
2964:Communications of the ACM
2852:"AI, people, and society"
2607:Communications of the ACM
2060:"TR10: Modeling Surprise"
1906:Communications of the ACM
1733:10.1007/s11257-006-9026-1
1617:AAAI Presidential Lecture
1326:AAAI Presidential Address
989:Horvitz, E. (July 1987),
698:Communications of the ACM
676:Horvitz, E. (July 2008),
504:, was published in 2021.
343:He made contributions to
79:
71:
63:
55:
47:
37:
28:
21:
2327:Proceedings of IPSN 2008
533:
83:Chief Scientific Officer
3170:Microsoft On the Issues
3133:10.1145/3458305.3459599
2877:10.1126/science.aao2466
2570:10.1145/3331184.3331241
2420:10.1609/aaai.v28i1.8734
2290:10.3115/1708376.1708409
2024:10.1145/1031607.1031690
1812:10.24963/ijcai.2020/212
1440:Artificial Intelligence
1361:10.1126/science.aac6076
881:10.1609/aimag.v12i4.919
757:Horvitz, E (May 1999).
729:Artificial Intelligence
625:10.1126/science.aac6076
584:10.1126/science.aao2466
362:artificial intelligence
297:artificial intelligence
267:
1884:Proceedings of Medinfo
1539:. AAAI Press: 111β116.
1214:"Eric Horvitz, MD PhD"
916:10.1055/s-0038-1634846
845:10.1055/s-0038-1634867
684:(Lecture), Chicago, IL
345:multimodal interaction
203:He was elected to the
3588:The Partnership on AI
3563:The Partnership on AI
3538:The Partnership on AI
3513:The Partnership on AI
3488:The Partnership on AI
3463:The Partnership on AI
3387:MIT Technology Review
2619:10.1145/203330.203338
2504:10.1145/288627.288655
2064:MIT Technology Review
1979:10.1145/958432.958440
1918:10.1145/636772.636798
1684:10.1145/302979.303030
957:, AAAI Press: 111β116
774:10.1145/302979.303030
706:10.1145/636772.636798
387:MIT Technology Review
334:MIT Technology Review
278:information retrieval
235:US National Academies
3285:. Eric Horvitz. 2014
2383:"Stochastic Privacy"
2284:. pp. 225β234.
401:Thomas G. Dietterich
305:computer engineering
165:Edward H. Shortliffe
3804:Microsoft employees
2868:2017Sci...357....7H
2412:2014arXiv1404.5454S
1353:2015Sci...349..273G
1014:2013arXiv1304.2759H
617:2015Sci...349..273G
575:2017Sci...357....7H
453:Stanford University
403:called for work on
317:bounded rationality
244:(AAAI), on the NSF
149:Stanford University
3762:2015-09-24 at the
3313:. 1 September 2016
3262:The New York Times
2784:The New York Times
2758:The New York Times
2732:The New York Times
2445:Microsoft Research
1945:The New York Times
1412:10.1111/cogs.12271
1293:"Board of Regents"
1273:National Academies
484:2019-05-30 at the
381:The New York Times
130:Microsoft Research
67:Computer scientist
3613:Microsoft Stories
3310:Houston Chronicle
3143:978-1-4503-8434-6
2579:978-1-4503-6172-9
2513:978-1-58113-061-4
2360:10.1613/jair.3089
2234:978-1-970001-75-4
2033:978-1-58113-810-8
1988:978-1-58113-621-0
1821:978-0-9992411-6-5
1784:978-0-9817381-1-6
1399:Cognitive Science
1347:(6245): 273β278.
669:978-0-9817381-1-6
611:(6245): 273β278,
555:Selected articles
514:Partnership on AI
428:Asilomar AI study
418:Asilomar AI study
370:Charlie Rose show
309:operating systems
221:He serves on the
161:George B. Dantzig
90:Eric Joel Horvitz
87:
86:
42:Eric Joel Horvitz
3836:
3725:
3724:
3722:
3721:
3707:
3701:
3700:
3698:
3696:
3681:
3675:
3674:
3672:
3670:
3655:
3649:
3648:
3646:
3645:
3630:
3624:
3623:
3621:
3619:
3604:
3598:
3597:
3595:
3594:
3580:
3574:
3573:
3571:
3570:
3555:
3549:
3548:
3546:
3545:
3530:
3524:
3523:
3521:
3520:
3505:
3499:
3498:
3496:
3495:
3480:
3474:
3473:
3471:
3470:
3455:
3449:
3448:
3446:
3445:
3430:
3424:
3423:
3421:
3420:
3405:
3399:
3398:
3396:
3394:
3377:
3371:
3363:
3354:
3353:
3351:
3349:
3332:
3323:
3322:
3320:
3318:
3301:
3295:
3294:
3292:
3290:
3279:
3273:
3272:
3270:
3268:
3253:
3240:
3239:
3227:
3221:
3220:
3208:
3202:
3201:
3189:
3180:
3179:
3177:
3176:
3161:
3155:
3154:
3135:
3118:
3112:
3111:
3109:
3107:
3097:
3088:
3082:
3081:
3079:
3078:
3063:
3057:
3056:
3054:
3053:
3038:
3032:
3031:
3029:
3028:
3013:
3007:
3006:
3004:
3003:
2988:
2982:
2981:
2979:
2961:
2952:
2943:
2942:
2940:
2939:
2930:
2921:
2915:
2914:
2912:
2911:
2896:
2890:
2889:
2879:
2847:
2838:
2837:
2835:
2833:
2824:
2815:
2809:
2808:
2802:
2794:
2792:
2790:
2775:
2769:
2768:
2766:
2764:
2749:
2743:
2742:
2740:
2738:
2723:
2717:
2716:
2714:
2713:
2704:. Archived from
2697:
2691:
2690:
2688:
2686:
2671:
2665:
2664:
2662:
2660:
2645:
2639:
2638:
2598:
2592:
2591:
2553:
2547:
2546:
2544:
2532:
2526:
2525:
2487:
2481:
2480:
2478:
2477:
2462:
2456:
2455:
2453:
2452:
2437:
2431:
2430:
2405:
2387:
2378:
2372:
2371:
2345:
2336:
2330:
2329:
2318:
2312:
2311:
2279:
2270:
2264:
2263:
2261:
2260:
2245:
2239:
2238:
2220:
2214:
2213:
2207:
2198:
2192:
2191:
2189:
2188:
2174:
2168:
2167:
2165:
2164:
2149:
2143:
2142:
2140:
2139:
2124:
2118:
2117:
2115:
2114:
2099:
2093:
2092:
2080:
2074:
2073:
2071:
2070:
2055:
2046:
2045:
2007:
2001:
2000:
1962:
1956:
1955:
1953:
1951:
1936:
1930:
1929:
1903:
1894:
1888:
1887:
1881:
1872:
1866:
1865:
1849:
1840:
1834:
1833:
1795:
1789:
1788:
1768:
1759:
1753:
1752:
1712:
1706:
1705:
1677:
1663:
1654:
1648:
1647:
1645:
1644:
1629:
1620:
1619:
1608:
1602:
1601:
1589:
1583:
1582:
1580:
1569:
1563:
1562:
1556:
1547:
1541:
1540:
1534:
1525:
1519:
1518:
1502:
1493:
1487:
1486:
1480:
1471:
1465:
1464:
1455:
1446:(1β2): 159β196,
1431:
1425:
1424:
1414:
1405:(5): 1192β1223.
1396:
1387:
1381:
1380:
1336:
1330:
1329:
1323:
1314:
1308:
1307:
1305:
1303:
1289:
1283:
1282:
1280:
1279:
1265:
1259:
1258:
1256:
1254:
1245:. Archived from
1227:
1225:
1224:
1210:
1204:
1203:
1201:
1199:
1185:
1179:
1178:
1176:
1174:
1160:
1154:
1153:
1146:
1140:
1139:
1137:
1136:
1126:
1120:
1115:
1109:
1108:
1106:
1104:
1090:
1084:
1083:
1081:
1079:
1067:
1053:
1043:
1026:
1007:
997:
985:
968:
958:
952:
942:
936:
926:
901:
891:
863:
830:
820:
805:
795:
763:
753:
744:
735:(1β2): 159β196,
726:
716:
695:
685:
672:
653:
643:
595:
586:
550:
548:
313:decision science
301:computer science
274:machine learning
157:Ronald A. Howard
123:
122:
119:
118:
115:
112:
109:
106:
103:
100:
33:
19:
18:
3844:
3843:
3839:
3838:
3837:
3835:
3834:
3833:
3779:
3778:
3764:Wayback Machine
3733:
3728:
3719:
3717:
3709:
3708:
3704:
3694:
3692:
3683:
3682:
3678:
3668:
3666:
3656:
3652:
3643:
3641:
3632:
3631:
3627:
3617:
3615:
3605:
3601:
3592:
3590:
3582:
3581:
3577:
3568:
3566:
3557:
3556:
3552:
3543:
3541:
3532:
3531:
3527:
3518:
3516:
3507:
3506:
3502:
3493:
3491:
3482:
3481:
3477:
3468:
3466:
3457:
3456:
3452:
3443:
3441:
3431:
3427:
3418:
3416:
3406:
3402:
3392:
3390:
3378:
3374:
3364:
3357:
3347:
3345:
3333:
3326:
3316:
3314:
3303:
3302:
3298:
3288:
3286:
3281:
3280:
3276:
3266:
3264:
3254:
3243:
3228:
3224:
3209:
3205:
3190:
3183:
3174:
3172:
3162:
3158:
3144:
3119:
3115:
3105:
3103:
3095:
3089:
3085:
3076:
3074:
3064:
3060:
3051:
3049:
3040:
3039:
3035:
3026:
3024:
3014:
3010:
3001:
2999:
2990:
2989:
2985:
2977:10.1145/2770869
2959:
2953:
2946:
2937:
2935:
2928:
2922:
2918:
2909:
2907:
2898:
2897:
2893:
2848:
2841:
2831:
2829:
2827:erichorvitz.com
2822:
2816:
2812:
2796:
2795:
2788:
2786:
2776:
2772:
2762:
2760:
2750:
2746:
2736:
2734:
2724:
2720:
2711:
2709:
2700:Rose, Charlie.
2698:
2694:
2684:
2682:
2672:
2668:
2658:
2656:
2646:
2642:
2599:
2595:
2580:
2554:
2550:
2533:
2529:
2514:
2488:
2484:
2475:
2473:
2471:InformationWeek
2463:
2459:
2450:
2448:
2439:
2438:
2434:
2385:
2379:
2375:
2343:
2337:
2333:
2319:
2315:
2300:
2277:
2271:
2267:
2258:
2256:
2247:
2246:
2242:
2235:
2221:
2217:
2205:
2199:
2195:
2186:
2184:
2176:
2175:
2171:
2162:
2160:
2151:
2150:
2146:
2137:
2135:
2126:
2125:
2121:
2112:
2110:
2101:
2100:
2096:
2081:
2077:
2068:
2066:
2056:
2049:
2034:
2008:
2004:
1989:
1963:
1959:
1949:
1947:
1937:
1933:
1901:
1895:
1891:
1879:
1873:
1869:
1862:
1847:
1841:
1837:
1822:
1796:
1792:
1785:
1766:
1760:
1756:
1713:
1709:
1694:
1661:
1655:
1651:
1642:
1640:
1630:
1623:
1609:
1605:
1590:
1586:
1578:
1570:
1566:
1554:
1548:
1544:
1532:
1526:
1522:
1515:
1500:
1494:
1490:
1478:
1472:
1468:
1453:10.1.1.476.5653
1432:
1428:
1394:
1388:
1384:
1337:
1333:
1321:
1315:
1311:
1301:
1299:
1291:
1290:
1286:
1277:
1275:
1267:
1266:
1262:
1252:
1250:
1237:
1232:(AI2), and the
1222:
1220:
1218:The White House
1212:
1211:
1207:
1197:
1195:
1187:
1186:
1182:
1172:
1170:
1162:
1161:
1157:
1148:
1147:
1143:
1134:
1132:
1128:
1127:
1123:
1116:
1112:
1102:
1100:
1092:
1091:
1087:
1077:
1075:
1068:
1064:
1060:
1046:
1036:
1033:
1024:
995:
966:
950:
934:
899:
828:
818:
803:
784:
761:
742:10.1.1.476.5653
724:
693:
670:
651:
557:
546:
536:
531:
522:
510:
502:Michael Littman
486:Wayback Machine
455:. In 2016, the
445:
420:
396:
364:, including on
276:and inference,
270:
260:(NLM), and the
229:(AI2), and the
145:
97:
93:
43:
24:
17:
12:
11:
5:
3842:
3832:
3831:
3826:
3821:
3816:
3811:
3806:
3801:
3796:
3791:
3777:
3776:
3771:
3766:
3754:
3749:
3744:
3739:
3732:
3731:External links
3729:
3727:
3726:
3702:
3676:
3650:
3625:
3599:
3575:
3550:
3525:
3500:
3475:
3450:
3425:
3400:
3372:
3355:
3324:
3296:
3274:
3241:
3222:
3203:
3181:
3156:
3142:
3113:
3083:
3058:
3033:
3008:
2983:
2944:
2916:
2891:
2839:
2810:
2770:
2744:
2718:
2692:
2666:
2640:
2593:
2578:
2548:
2527:
2512:
2482:
2457:
2432:
2373:
2331:
2313:
2298:
2265:
2240:
2233:
2215:
2193:
2169:
2144:
2119:
2094:
2075:
2047:
2032:
2002:
1987:
1957:
1931:
1889:
1867:
1860:
1835:
1820:
1790:
1783:
1754:
1727:(1): 159β182.
1707:
1692:
1675:10.1.1.78.7280
1649:
1621:
1603:
1584:
1564:
1542:
1520:
1513:
1488:
1466:
1426:
1382:
1331:
1309:
1284:
1260:
1249:on 3 June 2019
1205:
1180:
1155:
1141:
1121:
1110:
1094:"Eric Horvitz"
1085:
1061:
1059:
1056:
1055:
1054:
1044:
1032:
1029:
1028:
1027:
1022:
986:
959:
943:
927:
910:(4): 241β255,
892:
864:
821:
816:
796:
782:
754:
717:
686:
673:
668:
644:
596:
556:
553:
552:
551:
535:
532:
530:
527:
521:
518:
509:
506:
444:
441:
419:
416:
395:
394:AI and society
392:
286:bioinformatics
269:
266:
233:(CSTB) of the
169:Patrick Suppes
144:
141:
85:
84:
81:
77:
76:
73:
69:
68:
65:
61:
60:
57:
53:
52:
49:
45:
44:
41:
39:
35:
34:
26:
25:
22:
15:
9:
6:
4:
3:
2:
3841:
3830:
3827:
3825:
3822:
3820:
3817:
3815:
3812:
3810:
3807:
3805:
3802:
3800:
3797:
3795:
3792:
3790:
3789:Living people
3787:
3786:
3784:
3775:
3772:
3770:
3767:
3765:
3761:
3758:
3755:
3753:
3750:
3748:
3745:
3743:
3740:
3738:
3735:
3734:
3716:
3712:
3706:
3690:
3686:
3680:
3665:
3661:
3654:
3639:
3635:
3629:
3614:
3610:
3603:
3589:
3585:
3579:
3564:
3560:
3554:
3539:
3535:
3529:
3514:
3510:
3504:
3489:
3485:
3479:
3464:
3460:
3454:
3440:
3436:
3429:
3415:
3411:
3404:
3389:
3388:
3383:
3376:
3369:
3362:
3360:
3344:
3343:
3338:
3331:
3329:
3312:
3311:
3306:
3300:
3284:
3278:
3263:
3259:
3252:
3250:
3248:
3246:
3237:
3233:
3226:
3218:
3214:
3207:
3199:
3195:
3188:
3186:
3171:
3167:
3160:
3153:
3149:
3145:
3139:
3134:
3129:
3125:
3117:
3101:
3094:
3087:
3073:
3069:
3062:
3047:
3043:
3037:
3023:
3019:
3012:
2997:
2993:
2987:
2978:
2973:
2970:(10): 38β40.
2969:
2965:
2958:
2951:
2949:
2934:
2927:
2920:
2905:
2901:
2895:
2887:
2883:
2878:
2873:
2869:
2865:
2861:
2857:
2853:
2846:
2844:
2828:
2821:
2814:
2806:
2800:
2785:
2781:
2774:
2759:
2755:
2748:
2733:
2729:
2722:
2708:on 2011-02-13
2707:
2703:
2696:
2681:
2677:
2670:
2655:
2651:
2644:
2636:
2632:
2628:
2624:
2620:
2616:
2612:
2608:
2604:
2597:
2589:
2585:
2581:
2575:
2571:
2567:
2563:
2559:
2552:
2543:
2538:
2531:
2523:
2519:
2515:
2509:
2505:
2501:
2497:
2493:
2486:
2472:
2468:
2461:
2446:
2442:
2436:
2429:
2425:
2421:
2417:
2413:
2409:
2404:
2399:
2395:
2391:
2384:
2377:
2369:
2365:
2361:
2357:
2353:
2349:
2342:
2335:
2328:
2324:
2317:
2309:
2305:
2301:
2299:9781932432640
2295:
2291:
2287:
2283:
2276:
2269:
2254:
2250:
2244:
2236:
2230:
2226:
2219:
2211:
2204:
2197:
2183:
2179:
2173:
2159:. 2020-02-21
2158:
2154:
2148:
2133:
2129:
2123:
2109:. 2009-08-31
2108:
2104:
2098:
2090:
2086:
2079:
2065:
2061:
2054:
2052:
2043:
2039:
2035:
2029:
2025:
2021:
2017:
2013:
2006:
1998:
1994:
1990:
1984:
1980:
1976:
1972:
1968:
1961:
1946:
1942:
1935:
1927:
1923:
1919:
1915:
1911:
1907:
1900:
1893:
1885:
1878:
1871:
1863:
1861:1-55860-385-9
1857:
1853:
1846:
1839:
1831:
1827:
1823:
1817:
1813:
1809:
1805:
1801:
1794:
1786:
1780:
1776:
1772:
1765:
1758:
1750:
1746:
1742:
1738:
1734:
1730:
1726:
1722:
1718:
1711:
1703:
1699:
1695:
1693:0-201-48559-1
1689:
1685:
1681:
1676:
1671:
1667:
1660:
1653:
1639:
1635:
1628:
1626:
1618:
1614:
1607:
1599:
1595:
1588:
1577:
1576:
1568:
1560:
1553:
1546:
1538:
1531:
1524:
1516:
1514:0-444-87417-8
1510:
1506:
1499:
1492:
1484:
1477:
1470:
1463:
1459:
1454:
1449:
1445:
1441:
1437:
1430:
1422:
1418:
1413:
1408:
1404:
1400:
1393:
1386:
1378:
1374:
1370:
1366:
1362:
1358:
1354:
1350:
1346:
1342:
1335:
1327:
1320:
1313:
1298:
1294:
1288:
1274:
1270:
1264:
1248:
1244:
1240:
1235:
1231:
1219:
1215:
1209:
1194:
1190:
1184:
1169:
1165:
1159:
1151:
1145:
1131:
1125:
1119:
1114:
1099:
1095:
1089:
1073:
1066:
1062:
1051:
1050:
1045:
1041:
1040:
1035:
1034:
1025:
1023:0-444-87417-8
1019:
1015:
1011:
1006:
1001:
994:
993:
987:
984:
980:
976:
972:
965:
960:
956:
949:
944:
940:
933:
928:
925:
921:
917:
913:
909:
905:
898:
893:
890:
886:
882:
878:
874:
870:
865:
862:
858:
854:
850:
846:
842:
839:(2): 90β105,
838:
834:
827:
822:
819:
817:1-55860-385-9
813:
809:
802:
797:
793:
789:
785:
783:0-201-48559-1
779:
775:
771:
767:
760:
755:
752:
748:
743:
738:
734:
730:
723:
718:
715:
711:
707:
703:
699:
692:
687:
683:
679:
674:
671:
665:
661:
657:
650:
645:
642:
638:
634:
630:
626:
622:
618:
614:
610:
606:
602:
597:
594:
590:
585:
580:
576:
572:
568:
564:
559:
558:
545:
544:
538:
537:
526:
517:
515:
505:
503:
500:, chaired by
499:
494:
491:
487:
483:
480:
477:
473:
468:
464:
460:
458:
454:
450:
440:
436:
433:
429:
425:
415:
412:
408:
406:
402:
391:
389:
388:
383:
382:
377:
376:
371:
367:
363:
358:
354:
351:
348:
346:
341:
338:
336:
335:
328:
324:
320:
318:
314:
310:
306:
302:
298:
293:
291:
287:
283:
279:
275:
265:
263:
259:
255:
251:
247:
243:
238:
236:
232:
228:
224:
219:
217:
212:
208:
206:
201:
198:
195:
193:
190:, and of the
189:
185:
181:
177:
172:
170:
166:
162:
158:
154:
150:
140:
138:
133:
131:
127:
121:
91:
82:
78:
74:
70:
66:
62:
58:
54:
50:
46:
40:
36:
32:
27:
20:
3718:. Retrieved
3714:
3705:
3693:. Retrieved
3688:
3679:
3667:. Retrieved
3663:
3653:
3642:. Retrieved
3640:. 2019-07-17
3637:
3628:
3616:. Retrieved
3612:
3602:
3591:. Retrieved
3587:
3578:
3567:. Retrieved
3565:. 2019-12-05
3562:
3553:
3542:. Retrieved
3540:. 2019-12-04
3537:
3528:
3517:. Retrieved
3515:. 2019-04-30
3512:
3503:
3492:. Retrieved
3490:. 2020-02-18
3487:
3478:
3467:. Retrieved
3465:. 2019-04-23
3462:
3453:
3442:. Retrieved
3438:
3428:
3417:. Retrieved
3413:
3403:
3391:. Retrieved
3385:
3375:
3346:. Retrieved
3340:
3315:. Retrieved
3308:
3299:
3287:. Retrieved
3277:
3265:. Retrieved
3261:
3235:
3225:
3216:
3206:
3197:
3173:. Retrieved
3169:
3159:
3123:
3116:
3104:. Retrieved
3099:
3086:
3075:. Retrieved
3071:
3061:
3050:. Retrieved
3048:. 2019-11-15
3045:
3036:
3025:. Retrieved
3021:
3011:
3000:. Retrieved
2998:. 2018-04-09
2995:
2986:
2967:
2963:
2936:. Retrieved
2933:Eric Horvitz
2932:
2919:
2908:. Retrieved
2906:. 2016-06-13
2903:
2894:
2859:
2855:
2830:. Retrieved
2826:
2813:
2787:. Retrieved
2783:
2773:
2761:. Retrieved
2757:
2747:
2735:. Retrieved
2731:
2721:
2710:. Retrieved
2706:the original
2695:
2683:. Retrieved
2669:
2657:. Retrieved
2653:
2643:
2613:(3): 31βff.
2610:
2606:
2596:
2561:
2551:
2530:
2495:
2485:
2474:. Retrieved
2470:
2460:
2449:. Retrieved
2447:. 2019-05-28
2444:
2435:
2393:
2389:
2376:
2351:
2347:
2334:
2326:
2316:
2281:
2268:
2257:. Retrieved
2255:. 2014-04-08
2252:
2243:
2224:
2218:
2209:
2196:
2185:. Retrieved
2181:
2172:
2161:. Retrieved
2156:
2147:
2136:. Retrieved
2134:. 2017-02-09
2131:
2122:
2111:. Retrieved
2106:
2097:
2088:
2078:
2067:. Retrieved
2063:
2015:
2005:
1970:
1960:
1948:. Retrieved
1944:
1934:
1909:
1905:
1892:
1883:
1870:
1851:
1838:
1803:
1793:
1774:
1770:
1757:
1724:
1720:
1710:
1665:
1652:
1641:. Retrieved
1637:
1616:
1606:
1597:
1587:
1574:
1567:
1558:
1545:
1536:
1523:
1504:
1491:
1482:
1469:
1443:
1439:
1429:
1402:
1398:
1385:
1344:
1340:
1334:
1325:
1312:
1300:. Retrieved
1296:
1287:
1276:. Retrieved
1272:
1263:
1251:. Retrieved
1247:the original
1242:
1221:. Retrieved
1217:
1208:
1196:. Retrieved
1183:
1171:. Retrieved
1158:
1144:
1133:. Retrieved
1124:
1113:
1101:. Retrieved
1097:
1088:
1076:. Retrieved
1065:
1048:
1038:
991:
974:
970:
954:
938:
907:
903:
872:
868:
836:
832:
807:
765:
732:
728:
697:
681:
659:
655:
608:
604:
566:
562:
542:
529:Publications
523:
511:
495:
475:
469:
465:
461:
446:
437:
421:
413:
409:
405:AI alignment
397:
385:
379:
373:
359:
355:
352:
349:
342:
339:
332:
329:
325:
321:
294:
271:
239:
220:
213:
209:
202:
199:
196:
182:(AAAI), the
173:
146:
134:
89:
88:
23:Eric Horvitz
2862:(6346): 7.
2354:: 633β662.
1600:: 1340β1345
869:AI Magazine
569:(6346): 7,
490:Peter Stone
472:Peter Stone
451:(AI100) at
186:(NAE), the
48:Nationality
3783:Categories
3720:2020-04-15
3644:2020-04-15
3593:2020-04-24
3584:"About ML"
3569:2020-04-24
3544:2020-04-24
3519:2020-04-24
3494:2020-04-24
3469:2020-04-24
3444:2022-01-20
3419:2022-01-20
3198:York Times
3175:2022-01-19
3077:2022-01-19
3052:2020-04-20
3027:2020-04-20
3002:2020-04-20
2938:2020-04-20
2910:2020-04-20
2712:2011-03-12
2476:2022-01-13
2451:2022-01-13
2259:2020-04-02
2187:2020-04-02
2163:2020-04-02
2138:2022-01-11
2113:2020-04-02
2091:: 256β265.
2069:2022-01-11
2012:"BusyBody"
1643:2020-04-02
1278:2022-01-14
1223:2022-01-05
1135:2022-03-22
1074:. Engadget
1058:References
290:e-commerce
64:Occupation
3393:1 October
3348:1 October
3317:1 October
3289:1 October
3267:1 October
3152:210859168
2799:cite news
2627:0001-0782
2588:196203203
2542:1302.1547
2403:1404.5454
1830:218486980
1741:1573-1391
1670:CiteSeerX
1485:: 235β244
1448:CiteSeerX
1005:1304.2759
737:CiteSeerX
207:in 2018.
194:(AAAS).
176:Microsoft
143:Biography
126:Microsoft
75:Microsoft
56:Education
3760:Archived
3664:GeekWire
2886:28684472
2789:12 March
2763:16 March
2737:16 March
2659:16 March
2522:13518550
2428:14584347
2042:11517148
1886:: 27β31.
1421:26294328
1377:14818619
1369:26185246
1173:14 April
1078:27 March
1031:Podcasts
889:18217939
861:14672300
641:14818619
633:26185246
593:28684472
482:Archived
457:AI Index
432:Asilomar
368:and the
72:Employer
51:American
3689:YouTube
3638:YouTube
3236:Science
3100:Science
3072:TheHill
3046:YouTube
3022:YouTube
2996:YouTube
2904:YouTube
2864:Bibcode
2856:Science
2635:9644536
2408:Bibcode
2368:1582192
2308:2125746
2253:YouTube
2157:YouTube
2107:YouTube
1997:1183716
1926:2584780
1749:2819237
1702:8943607
1638:YouTube
1349:Bibcode
1341:Science
1236:(CSTB)
1010:Bibcode
924:2279911
853:1635470
792:8943607
714:2584780
613:Bibcode
605:Science
571:Bibcode
563:Science
3695:3 June
3669:3 June
3618:3 June
3150:
3140:
3106:19 Jan
2884:
2832:3 June
2685:14 Feb
2633:
2625:
2586:
2576:
2520:
2510:
2426:
2366:
2306:
2296:
2231:
2040:
2030:
1995:
1985:
1950:3 June
1924:
1858:
1828:
1818:
1781:
1747:
1739:
1700:
1690:
1672:
1511:
1450:
1419:
1375:
1367:
1302:3 June
1253:3 June
1198:3 June
1103:3 June
1020:
922:
887:
859:
851:
814:
790:
780:
739:
712:
666:
639:
631:
591:
288:, and
167:, and
3439:ZDNet
3148:S2CID
3096:(PDF)
2960:(PDF)
2929:(PDF)
2823:(PDF)
2631:S2CID
2584:S2CID
2537:arXiv
2518:S2CID
2424:S2CID
2398:arXiv
2386:(PDF)
2364:S2CID
2344:(PDF)
2304:S2CID
2278:(PDF)
2206:(PDF)
2038:S2CID
1993:S2CID
1922:S2CID
1902:(PDF)
1880:(PDF)
1848:(PDF)
1826:S2CID
1767:(PDF)
1745:S2CID
1698:S2CID
1662:(PDF)
1579:(PDF)
1555:(PDF)
1533:(PDF)
1501:(PDF)
1479:(PDF)
1395:(PDF)
1373:S2CID
1322:(PDF)
1000:arXiv
996:(PDF)
967:(PDF)
951:(PDF)
935:(PDF)
920:S2CID
900:(PDF)
885:S2CID
857:S2CID
829:(PDF)
804:(PDF)
788:S2CID
762:(PDF)
725:(PDF)
710:S2CID
694:(PDF)
652:(PDF)
637:S2CID
547:(PDF)
534:Books
80:Title
3697:2019
3671:2019
3620:2019
3395:2016
3350:2016
3319:2016
3291:2016
3269:2016
3138:ISBN
3108:2022
2882:PMID
2834:2019
2805:link
2791:2011
2765:2011
2739:2011
2687:2011
2661:2011
2623:ISSN
2574:ISBN
2508:ISBN
2390:AAAI
2294:ISBN
2229:ISBN
2028:ISBN
1983:ISBN
1952:2019
1856:ISBN
1816:ISBN
1779:ISBN
1737:ISSN
1688:ISBN
1509:ISBN
1417:PMID
1365:PMID
1304:2019
1255:2019
1200:2019
1175:2016
1168:AAAI
1105:2019
1080:2020
1018:ISBN
849:PMID
812:ISBN
778:ISBN
664:ISBN
629:PMID
589:PMID
496:The
424:AAAI
384:and
303:and
268:Work
38:Born
3217:NPR
3128:doi
2972:doi
2872:doi
2860:357
2680:NPR
2654:NPR
2615:doi
2566:doi
2500:doi
2416:doi
2356:doi
2286:doi
2020:doi
1975:doi
1914:doi
1808:doi
1729:doi
1680:doi
1458:doi
1444:126
1407:doi
1357:doi
1345:349
1193:ACM
979:doi
912:doi
877:doi
841:doi
770:doi
747:doi
733:126
702:doi
621:doi
609:349
579:doi
567:357
366:NPR
337:.
105:ΙΛr
3785::
3713:.
3687:.
3662:.
3636:.
3611:.
3586:.
3561:.
3536:.
3511:.
3486:.
3461:.
3437:.
3412:.
3384:.
3358:^
3339:.
3327:^
3307:.
3260:.
3244:^
3234:.
3215:.
3196:.
3184:^
3168:.
3146:,
3136:,
3098:.
3070:.
3044:.
3020:.
2994:.
2968:58
2966:.
2962:.
2947:^
2931:.
2902:.
2880:.
2870:.
2858:.
2854:.
2842:^
2825:.
2801:}}
2797:{{
2782:.
2756:.
2730:.
2678:.
2652:.
2629:.
2621:.
2611:38
2609:.
2605:.
2582:.
2572:.
2560:.
2516:.
2506:.
2494:.
2469:.
2443:.
2422:,
2414:,
2406:,
2396:,
2394:28
2392:,
2388:,
2362:.
2352:39
2350:.
2346:.
2325:,
2302:.
2292:.
2280:.
2251:.
2208:.
2180:.
2155:.
2130:.
2105:.
2087:.
2062:.
2050:^
2036:.
2026:.
2014:.
1991:.
1981:.
1969:.
1943:.
1920:.
1910:46
1908:.
1904:.
1882:.
1850:.
1824:.
1814:.
1802:.
1773:.
1769:.
1743:.
1735:.
1725:17
1723:.
1719:.
1696:.
1686:.
1678:.
1664:.
1636:.
1624:^
1615:,
1596:,
1557:.
1535:.
1503:.
1481:,
1456:,
1442:,
1438:,
1415:.
1403:40
1401:.
1397:.
1371:.
1363:.
1355:.
1343:.
1324:.
1295:.
1271:.
1241:.
1216:.
1191:.
1166:.
1096:.
1016:,
1008:,
973:,
969:,
953:,
937:,
918:,
908:30
906:,
902:,
883:,
873:12
871:,
855:,
847:,
837:31
835:,
831:,
806:,
786:.
776:.
764:.
745:,
731:,
727:,
708:,
696:,
680:,
658:,
654:,
635:,
627:,
619:,
607:,
603:,
587:,
577:,
565:,
292:.
284:,
280:,
264:.
237:.
171:.
163:,
159:,
3723:.
3699:.
3673:.
3647:.
3622:.
3596:.
3572:.
3547:.
3522:.
3497:.
3472:.
3447:.
3422:.
3397:.
3352:.
3321:.
3293:.
3271:.
3238:.
3219:.
3200:.
3178:.
3130::
3110:.
3080:.
3055:.
3030:.
3005:.
2980:.
2974::
2941:.
2913:.
2888:.
2874::
2866::
2836:.
2807:)
2793:.
2767:.
2741:.
2715:.
2689:.
2663:.
2637:.
2617::
2590:.
2568::
2545:.
2539::
2524:.
2502::
2479:.
2454:.
2418::
2410::
2400::
2370:.
2358::
2310:.
2288::
2262:.
2237:.
2212:.
2190:.
2166:.
2141:.
2116:.
2072:.
2044:.
2022::
1999:.
1977::
1954:.
1928:.
1916::
1864:.
1832:.
1810::
1787:.
1775:1
1751:.
1731::
1704:.
1682::
1646:.
1517:.
1460::
1423:.
1409::
1379:.
1359::
1351::
1328:.
1306:.
1281:.
1257:.
1226:.
1202:.
1177:.
1152:.
1138:.
1107:.
1082:.
1012::
1002::
981::
975:2
914::
879::
843::
794:.
772::
749::
704::
660:1
623::
615::
581::
573::
476:"
120:/
117:s
114:t
111:Ιͺ
108:v
102:h
99:Λ
96:/
92:(
Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.
.jpg)