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Renowned investor Ray Kurzweil: AI will fully surpass human capabilities by 2031—no bubble | Beneath the Boiling Point

A deep dive into the tech craze, asking how machines might rewrite the underlying code of civilization. This episode is No. 07 in the “Beneath the Boiling Point” series. Text by Boyang | Editor: Xu Qingyang Technological forecasting typically oscillates between two extremes: either vague grand narratives or linear extrapolations...

著名投资人拉斯·特维德:将在2031年全面超越人类的AI,没有泡沫|沸腾之下
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inDrive, in partnership with Pony.ai and NVIDIA, plans to launch autonomous taxi trials in Astana, the capital of Kazakhstan, in the first half of 2027.

Ride-hailing platform inDrive has signed memorandums of understanding with Pony.ai and NVIDIA, planning to launch Gen-7 autonomous taxi trials in Astana, the capital of Kazakhstan, in the first half of 2027. Initially, these vehicles will be equipped with safety drivers, with the ultimate goal of achieving fully driverless operation; NVIDIA will provide AI technology support, including the Hyperion platform and the Halos safety system.

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Information-Driven Design of Imaging Systems

An encoder (optical system) maps objects to noiseless images, which noise corrupts into measurements. Our information estimator uses only these noisy measurements and a noise model to quantify how well measurements distinguish objects. Many imaging systems produce measurements that humans never see or cannot interpret directly. Your smartphone processes raw sensor data through algorithms before producing the final photo. MRI scanners collect frequency-space measurements that require reconstruction before doctors can view them. Self-driving cars process camera and LiDAR data directly with neural networks. What matters in these systems is not how measurements look, but how much useful information they contain. AI can extract this information even when it is encoded in ways that humans cannot

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