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Category: robotics/AI – Page 744

Neural and Non-Neural AI, Reasoning, Transformers, and LSTMs

TOC 00:00:00 Intro 00:03:38 Reasoning 00:13:09 Potential AI Breakthroughs Reducing Computation Needs 00:20:39 Memorization vs. Generalization in AI 00:25:19 Approach to the ARC Challenge 00:29:10 Perceptions of Chat GPT and AGI 00:58:45 Abstract Principles of Jurgen’s Approach 01:04:17 Analogical…

Jürgen Schmidhuber, the father of generative AI shares his groundbreaking work in deep learning and artificial intelligence. In this exclusive interview, he discusses the history of AI, some of his contributions to the field, and his vision for the future of intelligent machines. Schmidhuber offers unique insights into the exponential growth of technology and the potential impact of AI on humanity and the universe.

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TOC
00:00:00 Intro.
00:03:38 Reasoning.
00:13:09 Potential AI Breakthroughs Reducing Computation Needs.
00:20:39 Memorization vs. Generalization in AI
00:25:19 Approach to the ARC Challenge.
00:29:10 Perceptions of Chat GPT and AGI
00:58:45 Abstract Principles of Jurgen’s Approach.
01:04:17 Analogical Reasoning and Compression.
01:05:48 Breakthroughs in 1991: the P, the G, and the T in ChatGPT and Generative AI
01:15:50 Use of LSTM in Language Models by Tech Giants.
01:21:08 Neural Network Aspect Ratio Theory.
01:26:53 Reinforcement Learning Without Explicit Teachers.

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Nanobots Future and Development

Nanobots are tiny, ~50–100 nm wide robots that perform a single, highly specialized task. They work incredibly well for administering drugs. Drugs typically act throughout the body before entering the diseased area. The medication can be precisely targeted with nanotechnology, increasing its effectiveness and lowering the possibility of negative side effects. Special sensor nanobots can be inserted into the blood under the skin where microchips, coated with human molecules and designed to emit an electrical impulse signal, monitor the sugar level in the blood.

Essential Characteristics of Memristors for Neuromorphic Computing

In recent years, there have been many reviews investigating neuromorphic computing from the perspectives of device electrical properties,[ 9, 10 ] resistive switching materials,[ 11, 12 ] memristive synapses and neurons,[ 13 ] algorithm optimization,[ 14 ] and circuit design.[ 15 ] Different from the existing literature, we discuss the possibility of achieving brain-like computing from the perspective of memristor technology and review the establishment of spiking neural network neuromorphic computing systems. In this article, we first review the resistive switching mechanisms of different types of memristors and focus on factors, which affect device stability and the corresponding optimization measures that have been applied. Furthermore, we study the stochasticity, power consumption, switching speed, retention, endurance, and other properties of memristors, which are the basis for neuromorphic computing implementations. We then review various memristor-based neural networks and the building of spike neural network neuromorphic computing systems. Finally, we shed light upon the major challenges and offer our perspectives and opinions for memristor-based brain-like computing systems.

Unitree’s $16,000 Humanoid Robot Is Ready for Mass Production

Unitree’s humanoid robot just got a mass production upgrade. The G1 will now feature stronger performance, the “ultimate appearance,” and is now more in line with mass production requirements according to Unitree.

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German emergency dispatchers get AI assistant to translate calls and suggest questions

Serious Question, does anyone in here know people who made said AI or run named company? would be interested in system described.

Artificial intelligence is being tested at the Integrated Control Center in Ludwigshafen to save precious time during emergency calls. For example, a computer voice translates for callers who speak a foreign language.

According to an SWR report, the Integrated Control Center in Ludwigshafen is using artificial intelligence (AI) to speed up emergency call handling. Until now, it took valuable minutes when callers only spoke a foreign language. Dispatchers had to quickly find a colleague who could translate, which cost time and caused stress, says Manuel Fischer, head of the integrated rescue service department.

These Soft Robots Can Amputate Their Limbs and Fuse With Other Robots

In another case of technology being inspired by nature, roboticists at The Faboratory at Yale University have developed a way for soft robots to replicate animals and insects by self-amputating a limb or building bridges by temporarily fusing their bodies.

In one of the demo videos, a soft quadruped robot crawls when a falling rock traps its back leg. The reversible joint attaching the leg is heated with current, allowing the robot to break free of its leg and escape, after which the joint could be reattached.

Another video released by the team shows a single crawler robot that’s originally unable to cross the gap between tables. Three robots are then fused together using joints that have been heated and softened by electric current, which allows them to cross the chasm as one unit.

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