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advancing artificial intelligence research sony ai skip to content search contact us about about us leadership organization labs offices news research overview gaming interactive agents imaging sensing ai ethics robotics scientific discovery ai for creators read now featured project fair human centric image dataset for ethical ai benchmarking publications people careers our people careers latest blog news read now featured project beyond skin tone a multidimensionalmeasure of apparent skin color contact us join us unleash human imagination and creativity with ai uncover the latest research in ai robotics and sensing built to empower creators scientists and innovators solving the world s most ambitious challenges learn about ace read now publication the definitive publication documenting ace s design training process evaluation and results read now publication reconciling legal and technical approaches to algorithmic bias read now publication the definitive publication documenting ace s design training process evaluation and results read now publication reconciling legal and technical approaches to algorithmic bias ai that inspires human creativity explore how our researchers are conceptualizing experimenting and pushing the boundaries with ai innovation gaming interactive agents imaging sensing robotics scientific discovery ai for creators ai ethics gaming interactive agents revolutionizing game play with cutting edge ai agents in partnership with sony interactive entertainment sie and playstation studios we re transforming human interactions in virtual worlds and unlocking new possibilities for game developers and players building game ai beyond rule based systems at sony ai our researchers leverage deep reinforcement learning to train ai agents in robust gaming ecosystems this specialized research enables game developers to design and deliver sophisticated high fidelity experiences that augment the creative potential of both developers and players gran turismo sophy gran turismo sophy represents a special collaboration between sony ai polyphony digital and sony interactive entertainment by combining deep reinforcement learning with the playstation racing simulation game gran turismo we developed an autonomous agent capable of mastering complex driving strategies while maintaining the highest standards of gaming gt sophy tech blog series following our 2022 nature cover article this series invites researchers to explore the technical architecture behind gran turismo sophy our researchers illuminate the specialized training techniques and reward functions used to create an agent that outperforms elite human drivers making our complex deep reinforcement learning breakthroughs more accessible the team behind gt sophy docuseries meet the team behind gt sophy provides an inside look at the researchers and engineers who brought this breakthrough to life this docuseries highlights how our globally distributed team collaborated virtually to solve unprecedented engineering challenges demonstrating the human creativity and technical persistence required to train a world class ai agent explore gaming interactive agents imaging sensing changing the way computers see the world around us through groundbreaking advancements in computer vision and process innovation we aim to revolutionize how humans and machines perceive and interact with the world we re unlocking unparalleled opportunities for enhanced experiences and transformative applications that redefine our understanding of what it means to experience the world around us leading advancements in computer vision and process innovation at sony ai our researchers investigate advanced computer vision architectures and process innovation to address fundamental challenges in semiconductor fabrication and future camera systems our researchers explore the intersection of hardware aware algorithms and high data efficiency to ensure ai research effectively augments the human sensing experience ai for chip design to accelerate semiconductor innovation our researchers deploy ai powered automation tools that optimize high performance hardware design and expedite production processes vision and sensing we explore hardware aware algorithms with privacy centered architecture to analyze secure high efficiency sensing pipelines that enhance the capabilities of future imaging systems explore imaging sensing robotics advancing ai s impact in the physical world we re not just building robots we re shaping a future where technology safely empowers human creativity and progress exploring the intersection of creative and physical innovation at sony ai by exploring the challenges of real world perception and state of the art sensing we are exploring robotics challenges from fine motor manipulation to building hardware that exhibits precision speed and technique explore robotics scientific discovery accelerating breakthroughs in ai driven research in a world where thousands of papers are published daily even researchers struggle to keep pace sony ai s scientific discovery team is reimagining the research process by modeling the entire body of literature as an evolving interconnected system transforming a sea of scientific data into a single connected resource as our teams uncover hidden relationships across domains such as biology and chemistry we develop ai tools that augment human intuition this process surfaces discoveries the data implies but has not yet articulated for the benefit of all researchers on a global scale explore scientific discovery ai for creators empowering the creative pursuits of artists and creators our team conducts the deep refined modeling that global creators need to fulfill their artistic pursuits from visual realms and anime to language dubbing and translation music and sound and data science this modeling provides better outcomes for creators in the entertainment sector unifying artistic expression and technical abilities to empower the creative spirit at sony ai our research explores real time controllable systems that improve efficiency in editing restoration translation and creation key areas of research include speech language music sound and visual technologies with an emphasis on professional grade precision and control music and sound our research makes foundation models intuitive partners for studio editing and synthesis we also lead in creator rights using advanced watermarking to ensure each artist s work stays protected translation and dubbing our context aware models go beyond simple translation to preserve the heart of a performance we help artists reach a global audience without losing the expressive nature of their work user engagement research we analyze creator fan interactions to predict behavioral trends this work streamlines hyper personalization helping artists connect with audiences in more meaningful ways explore ai for creators ai ethics laying a foundation for ethics in ai innovation partnering with industry leaders and sony global businesses our researchers are using new tools and techniques with ethical ai standards that protect the interests of users and creators alike championing transparent ai strategies at sony ai we develop frameworks and benchmarks to address dataset bias at scale ensuring our ai technologies are fair and accountable fair human centric image benchmark fhibe fhibe is the first publicly available globally diverse consensually collected fairness evaluation dataset for a wide variety of human centric computer vision tasks ethical creation protection program sony uniquely shapes ethical ai in entertainment through protective ai to safeguard creator rights and through creative ai to enhance human creativity ensuring ai always empowers the artist explore ai ethics contributing to global scientific progress at sony ai our research focuses on advancing ai for society s most ambitious creative and scientific endeavors as an extension of sony we apply technical research across our entertainment and technology ecosystem global research teams across key disciplines our global network of researchers explores what s possible in gaming ethics sensing and robotics we provide interdisciplinary expertise to solve complex challenges and pioneer the future of human centered ai breakthrough projects like gran turismo sophy we expand the possibilities of ai world class projects like gt sophy these breakthroughs showcase sophisticated ai agents that master technical complexity while interacting with humans with sportsmanship and precision accepted at top ai journals and conferences we re at the forefront of developing ethical ai datasets and pioneering new approaches to ip consent and bias our peer reviewed research is presented at top tier global conferences including cvpr neurips and iclr innovation begins with imagination sony ai was established in april 2020 to pursue groundbreaking research in ai our aim is to advance ai so that it augments and works in harmony with humans to benefit society enrich interactions and elevate our creative endeavors team spotlight meet some of our team get to know sony ai researchers and engineers from around the world click below to view our full list of researchers meet the full research team featured research breakthrough projects we transform complex data into sophisticated insights that support the next wave of human innovation explore how this research is applied across our latest projects gran turismo sophy explore gran turismo sophy the result of a unique collaboration between sony ai polyphony digital the creative studio behind the world famous gran turismo games and sony interactive entertainment learn more our work introducing fhibe a consent driven benchmark for ai fairness evaluation sony ai s fair human centric image benchmark fhibe is the first publicly available globally diverse consensually collected fairness evaluation dataset for a wide variety of human centric computer vision tasks learn more our work beyond skin tone a multidimensional measure of apparent skin color as part of this project our researchers strive to measure apparent skin color in computer vision beyond a unidimensional scale on skintone learn more our work protecting creator s rights in the age of ai the rise of artificial intelligence technologies that can generate songs and mimic musical styles and artists has led to a surge in ai music content with unclear origins prompting concerns about authenticity fairness and ownership our recent work looks at how models remember how music relates and why today s watermarking solutions fall short learn more latest updates from sony ai stay informed on our latest contributions to the global scientific community and our progress in advancing the ethical and technical standards of ai read now ai ethics what if fairness started at the dataset level blog advancing ai highlights from january blog sony ai s contributions at aaai 2026 blog how sony ai s scientific discovery team is reimagining how researchers evaluate hypotheses blog protecting creator s rights in the age of ai join us in building the future of ai view open roles about about us leadership labs offices research stories gaming interactive agents imaging sensing ai ethics robotics scientific discovery ai for creators publications people careers our people careers latest blog news join us contact us 2026 sonyai terms of use privacy policy コーポレート プライバシーポリシー manage consent