Last week's announcement of AlphaCode, DeepMind's source code–generating deep learning system, created a lot of excitement--some of it unwarranted--surrounding advances in artificial intelligence. As I've mentioned in my deep dive on AlphaCode, DeepMind's researchers have done a great job in bringing together the right technology and practices to create a machine learning model that can find solutions to very complex problems. However, the sometimes-bloated coverage of AlphaCode by the media highlights the endemic problems with framing the growing capabilities of artificial intelligence in the context of competitions meant for humans. Here's what the experts say For decades, AI researchers and scientists have been searching for tests that can measure progress toward artificial general intelligence. And having envisioned AI in the image of the human mind, they have turned to benchmarks for human intelligence.

Last week's announcement of AlphaCode, DeepMind's source code–generating deep learning system, created a lot of excitement--some of it unwarranted--surrounding advances in artificial intelligence. As I've mentioned in my deep dive on AlphaCode, DeepMind's researchers have done a great job in bringing together the right technology and practices to create a machine learning model that can find solutions to very complex problems. However, the sometimes-bloated coverage of AlphaCode by the media highlights the endemic problems with framing the growing capabilities of artificial intelligence in the context of competitions meant for humans. For decades, AI researchers and scientists have been searching for tests that can measure progress toward artificial general intelligence. And having envisioned AI in the image of the human mind, they have turned to benchmarks for human intelligence.

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Everyone wants to create smart solutions. You want a smart home, smart city and maybe even a smart government. I never meet people who want to create stupid software. The use of software should be idiot proof, but making things really simple to solve a complex problem is very hard. Machine learning enables everyone to create smart solutions for very complex problems.