Specification gaming: the flip side of AI ingenuity
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Discover our latest AI breakthroughs, projects, and updates
Towards understanding glasses with graph neural networks
![[no alt] 622750896f79ead9882d08bc_GraphNets%2001.jpg](https://lh3.googleusercontent.com/lRdnOHEo2fl_YcbJMROpp8BxTP9-dIjMkuRudoFRgeyjfEFebrkFvVdTQKxFAKmNTkUu4Z6P6u6A7t-hWSS_YB894A7p4YHG6dzwHCF7=w600-h600-n-nu)
Agent57: Outperforming the human Atari benchmark
![[no alt] 62274e0c615f435ef646340e_Agent57.jpg](https://lh3.googleusercontent.com/4sp2dd-q4ym-XsrEsJah5q5K2L-TtNkuqniCXACFIfdjz5uuVh_Rl9lCNUegyBMvtvsBA2N2CCcl_m_t6qwaJFgFPR-7HZ4cnlP0SjRKQQ=w600-h600-n-nu)
Visual Grounding in Video for Unsupervised Word Translation
A new model and dataset for long-range memory
![[no alt] 62274be76ee3f3a18e406cf2_LRM%2001.jpg](https://lh3.googleusercontent.com/H2sB6X-o2oN3QraqJuW9pZORCV60GNVurRXVDmjrcVUzJbMrNV6dY2ZEO1vSIKHpub03fcZnmPLYM3966EhETr9U9BCaUE1EokeYoAcPyQ=w600-h600-n-nu)
AlphaFold: Using AI for scientific discovery
![[no alt] 62273f41ac0404229af1314b_AF%2001.jpg](https://lh3.googleusercontent.com/AOszAnGtzjr8h9ZhJpoPzNkrP6VjFP_Q5KcGkAsZP6T12bXz8M_9b99xmozHZrMh0rIcFdI-ox82igMdtyURjctmK1ws0RtFhZBDfYId=w600-h600-n-nu)
Dopamine and temporal difference learning: A fruitful relationship between neuroscience and AI
![[no alt] 622742d972749d15ce2ddd0f_DistRL.jpg](https://lh3.googleusercontent.com/VbkDVZ9kOzoSULXID_MIXunv6pSroXwtiawYapsMkYorQj4OuRGp3RgPpslfS_QDQUpjCs6ioTFm-5I2oFwsgwJqt13G-8El0S65iOIU-w=w600-h600-n-nu)
Artificial Intelligence, Values and Alignment
International evaluation of an AI system for breast cancer screening
Using WaveNet technology to reunite speech-impaired users with their original voices
![[no alt] 62273e42f52944a35dfddb0a_WaveNet%2001.jpg](https://lh3.googleusercontent.com/P4aV1WkVUwN_OjCsMu2ktu5cyPOlXI4DJZ-iRiVBf-tO0iBsCsuvmaTYDOxtyYm_Ft90sjd01mlY514tLQ9RA2ys40l9tITNVr_7JMQHtw=w600-h600-n-nu)
Learning human objectives by evaluating hypothetical behaviours
![[no alt] 62273c54ec7ba931169614d9_Human%20Objectives%2001.jpg](https://lh3.googleusercontent.com/hRFU_mrhBq0rGKfYCEUe_LZwSH43vAznffcKLvCpXBibX3OT69QGQKkxbJkwRASbGdRYlftbiLonG4R6vChuKNgE1ZjdUX0nOF-mFelvEM8=w600-h600-n-nu)
From unlikely start-up to major scientific organisation: Entering our tenth year at DeepMind
Advanced machine learning helps Play Store users discover personalised apps
![[no alt] 62273a74390ba62c711883ff_Play%2001.jpg](https://lh3.googleusercontent.com/UjJvShTrGEroWAl1uQ-oI_6X___MS3k84eVNovnZ_-G3nmMdlsC8Funi61BCFCiDHsCWFgzbcj_P2EcDdpIhm8KnwVQmpkqaqdLTTFxG7g=w600-h600-n-nu)
AlphaStar: Grandmaster level in StarCraft II using multi-agent reinforcement learning
![[no alt] 6233ab0ff92c16fdcc3e617e_alphastar.jpg](https://lh3.googleusercontent.com/IsDhsmuMYOaBSP2XgaWVmqJ4CaGDJlC9FmoVeuTa7GDZEPT2vUROBVKb2nFVYHkR0kVFiyaDYygvRExZydDOhEE_tIRql5eyC06wzqAupG4=w600-h600-n-nu)
Restoring ancient text using deep learning: a case study on Greek epigraphy
Causal Bayesian Networks: A flexible tool to enable fairer machine learning
![[no alt] 622736fb6f79ea1a9218f798_Causal%20Bayesian%20Networks.jpg](https://lh3.googleusercontent.com/PoXGxKRvaQbuL51r9erAyxLe9yeGSZonX96-SAXHHN9z3SHF19NdZYtQbqv9siLbrNiNeLYz3s0meFXTiwKnhzXJd3kBOEk6dNOcJmAyzg=w600-h600-n-nu)
DeepMind’s health team joins Google Health
The Podcast: Episode 8: Demis Hassabis - The interview
The Podcast: Episode 7: Towards the future
Replay in biological and artificial neural networks
![[no alt] 622734987240e7ef11c59c83_Replay%2001.jpg](https://lh3.googleusercontent.com/kQjxeZNKiYgvbYhOsz9yF1-YNm4kxPqY_kSYXripZ_wDvKxZCF__q9RBlWzoZSvN2mFugKNGTS7VeNShD7xGElKvNjSri4ZRw3v6cJou91s=w600-h600-n-nu)
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems
The Podcast: Episode 6: AI for everyone
The Podcast: Episode 5: Out of the lab
The Podcast: Episode 4: AI, Robot
