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Revolutionising AI: The Multisensory Paradigm Shift in Robotics

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Sensor-based decision-making has long been the cornerstone of robotics, propelling machines through environments by relying on discrete inputs. While machines excel in processing specific inputs, they fall short in recreating the intricate synergy witnessed in human perception. However, recent strides in artificial intelligence, particularly in the realm of sensor integration, have sparked a paradigm shift, challenging the traditional linear approach to decision-making in robotics.

In the realm of robotics, sensor-based decisions traditionally follow a linear path. However, a pioneering development by Penn State researchers, led by Saptarshi Das, is rewriting the rules of artificial intelligence. The creation of the inaugural artificial, multisensory integrated neuron aligns with the complex and interconnected nature of biological systems.

Their work challenges the traditional approach to robotics, aspiring to bridge the gap between the compartmentalised sensor-based decision-making in machines and the comprehensive integration of senses in the human brain. It delves into understanding and replicating the biological synergy of sensory inputs that collectively form human perception.

The underlying idea behind their innovation is to create an artificial neuron that mirrors the function of biological neurons in the human brain. Neurons in the human brain are not independent entities. However, they work collectively, communicating and sharing information to process a comprehensive understanding of the world.

In contrast, conventional artificial intelligence relies on a hierarchical structure, where sensors feed information to a central unit that then makes decisions. Its approach lacks the nuanced interplay seen in biological systems. This conventional method tends to consume more energy, especially when dealing with faint or ambiguous inputs.

The new paradigm proposed by Das and his team seeks to create a system where the various sensors directly communicate with each other, mirroring the complex network of biological neurons. By allowing these sensors to interact and exchange information, akin to different senses working in tandem, the goal is to enable more nuanced decision-making in AI systems.

For instance, in an autonomous vehicle, instead of a centralised system receiving inputs from sensors about obstacles and light intensity, the sensors might directly influence each other to determine the vehicle’s actions. This streamlined communication between sensors not only enhances efficiency but also mirrors the parallel processing seen in human sensory perception.

This research not only signals a technological landmark but also hints at a fundamental shift in how to approach artificial intelligence. The quest to mimic the human brain’s sensory integration offers a pathway to more adaptable, perceptive, and eco-friendly AI systems.

The potential implications of this breakthrough are vast. The envisaged artificial multisensory neuron system promises to revolutionise sensor technology, leading to eco-conscious advancements in robotics, drones, and autonomous vehicles. Picture a future where these intelligent systems navigate their surroundings with precision and consume less energy. It marks a stride toward sustainability and efficiency in artificial intelligence utilisation.

The achievements of this research not only anticipate a transformation in the technological realm but also signify the efficiency of nature and its contribution to technological progress. The endeavour to emulate nature’s sensory capabilities holds the potential for a fundamental transformation in the functioning of AI systems, ushering in an era of heightened environmental consciousness in technological innovation.

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Qlik’s vision is a data-literate world, where everyone can use data and analytics to improve decision-making and solve their most challenging problems. A private company, Qlik offers real-time data integration and analytics solutions, powered by Qlik Cloud, to close the gaps between data, insights and action. By transforming data into Active Intelligence, businesses can drive better decisions, improve revenue and profitability, and optimize customer relationships. Qlik serves more than 38,000 active customers in over 100 countries.

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As a Titanium Black Partner of Dell Technologies, CTC Global Singapore boasts unparalleled access to resources.

Established in 1972, we bring 52 years of experience to the table, solidifying our position as a leading IT solutions provider in Singapore. With over 300 qualified IT professionals, we are dedicated to delivering integrated solutions that empower your organization in key areas such as Automation & AI, Cyber Security, App Modernization & Data Analytics, Enterprise Cloud Infrastructure, Workplace Modernization and Professional Services.

Renowned for our consulting expertise and delivering expert IT solutions, CTC Global Singapore has become the preferred IT outsourcing partner for businesses across Singapore.

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Planview has one mission: to build the future of connected work. Our solutions enable organizations to connect the business from ideas to impact, empowering companies to accelerate the achievement of what matters most. Planview’s full spectrum of Portfolio Management and Work Management solutions creates an organizational focus on the strategic outcomes that matter and empowers teams to deliver their best work, no matter how they work. The comprehensive Planview platform and enterprise success model enables customers to deliver innovative, competitive products, services, and customer experiences. Headquartered in Austin, Texas, with locations around the world, Planview has more than 1,300 employees supporting 4,500 customers and 2.6 million users worldwide. For more information, visit www.planview.com.

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SIRIM is a premier industrial research and technology organisation in Malaysia, wholly-owned by the Minister​ of Finance Incorporated. With over forty years of experience and expertise, SIRIM is mandated as the machinery for research and technology development, and the national champion of quality. SIRIM has always played a major role in the development of the country’s private sector. By tapping into our expertise and knowledge base, we focus on developing new technologies and improvements in the manufacturing, technology and services sectors. We nurture Small Medium Enterprises (SME) growth with solutions for technology penetration and upgrading, making it an ideal technology partner for SMEs.

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HashiCorp provides infrastructure automation software for multi-cloud environments, enabling enterprises to unlock a common cloud operating model to provision, secure, connect, and run any application on any infrastructure. HashiCorp tools allow organizations to deliver applications faster by helping enterprises transition from manual processes and ITIL practices to self-service automation and DevOps practices. 

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IBM is a leading global hybrid cloud and AI, and business services provider. We help clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. Nearly 3,000 government and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM’s hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently and securely. IBM’s breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and business services deliver open and flexible options to our clients. All of this is backed by IBM’s legendary commitment to trust, transparency, responsibility, inclusivity and service.