Many of today's artificial intelligence systems loosely mimic the human brain. In a new paper, researchers suggest that another branch of biology -- ecology -- could inspire a whole new generation of AI to be more powerful, resilient, and socially responsible. The paper argues for a synergy between AI and ecology that could both strengthen AI and help to solve complex global challenges, such as disease outbreaks, loss of biodiversity, and climate change impacts.
Many of today's artificial intelligence systems loosely mimic the human brain. In a new paper, researchers suggest that another branch of biology -- ecology -- could inspire a whole new generation of AI to be more powerful, resilient, and socially responsible., the paper argues for a synergy between AI and ecology that could both strengthen AI and help to solve complex global challenges, such as disease outbreaks, loss of biodiversity, and climate change impacts.
However, the new paper argues that there are many more possibilities for applying AI in ecology, such as in synthesizing big data and finding missing links in complex systems.
The incredible resilience of ecological systems could inspire more robust and adaptable AI architectures, the authors argue. In particular, Varshney said that ecological knowledge could help to solve the problem of mode collapse in artificial neural networks, the AI systems that often power speech recognition, computer vision, and more.
Furthermore, the future evolution of artificial intelligence depends on fresh ideas. The CEO of OpenAI, the creators of ChatGPT, has said that further progress will not come from simply making models bigger.
日本 最新ニュース, 日本 見出し
Similar News:他のニュース ソースから収集した、これに似たニュース記事を読むこともできます。
Ecology and artificial intelligence: Stronger togetherMany of today's artificial intelligence systems loosely mimic the human brain. In a paper published in Proceedings of the National Academy of Sciences, researchers suggest that another branch of biology—ecology—could inspire a whole new generation of AI to be more powerful, resilient, and socially responsible.
続きを読む »
Biden says stronger US ties with Vietnam is about providing global stability, not containing ChinaPresident Joe Biden says he isn't trying to start a cold war with China, but he is seeking to provide stability around the world by strengthening U.S. ties with Vietnam and other Asian countries
続きを読む »
Nanostores are the backbone of emerging economies, but they need stronger supply chainsSmall independent shops are the backbone of emerging economies. Supporting the supply chains of these so-called 'nanostores' is crucial for both shopkeepers and the local consumers who depend on them for food and other necessities, argues Ph.D. researcher Rafael Escamilla in his dissertation, titled 'Managing the Nanostore Supply Chain: Base-of-the-Pyramid Retail in Emerging Markets.'
続きを読む »
Despite the risks, Meta is making an AI stronger than GPT-4AI and Facebook are two of today’s most scandal-prone topics, but they’re reportedly combining to make what could be the most powerful AI in the world.
続きを読む »
US Dollar tumbles after PBoC fixed Yuan stronger and held FX policy meetingThe US Dollar (USD) tumbles lower this Monday after a surprise intervention from the People’s Bank of China (PBoC). The PBoC held a meeting in Beijing
続きを読む »
Council Post: Unmasking MOVEit: Vulnerabilities, Cyberattacks And The Urgency For Stronger SecurityNo organization, regardless of its size, industry or the criticality of the data it holds, is impervious to the threat of cyberattacks.
続きを読む »