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The Internet of Things is the fulcrum of the evolution of artificial intelligence

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2023-06-06 11:12:22677browse

The Internet of Things is the fulcrum of the evolution of artificial intelligence

Artificial intelligence (AI) and the Internet of Things (IoT) are two of the most disruptive technologies of our time, with the ability to sense, detect, listen, predict and ultimately help people. Together, they form powerful synergies that can transform industries, improve efficiency, and create new value for businesses and consumers.

Artificial intelligence is the ability of machines to perform tasks that typically require human intelligence, such as reasoning, learning, and decision-making. The Internet of Things is a network of physical objects embedded with sensors, software, and connectivity that enable them to collect and exchange data with other devices and systems.

The convergence of artificial intelligence and the Internet of Things is attracting significant investment. It is predicted that global spending on artificial intelligence and the Internet of Things will reach US$1.1 trillion this year. The integration of AI and IoT is expected to transform operations and information technology, thereby transforming processes, procedures, and software-driven processes and platforms.

As the number of connected devices continues to increase, so does the potential for artificial intelligence to analyze and process the data generated by these "things", mainly large amounts of seemingly connected and previously disconnected devices. open data source. With the strong growth of the artificial intelligence market, the global market size will reach US$119.78 billion in 2022 alone, and the market is expected to reach US$1,597.1 billion by 2030, with a registered compound annual growth rate of 38.1% from 2022 to 2030.

The problem is that users start to get intuitive (results that users expect to see, but need data to support) and non-intuitive (results that can only be identified by data and trend analysis) insights, which Giving new entrants adopting existing businesses and leaner, meaner, AI-equipped businesses a huge advantage.

The Internet of Things is a catalyst for the advancement and adoption of artificial intelligence, and will face massive disruption in the way we work. The fulcrum of change certainly lies within us.

The Internet of Things generates massive amounts of data, creating the need for artificial intelligence

As we have read, the Internet of Things is growing at an unprecedented rate Generate large amounts of data. The number of connected devices is expected to reach 30 billion by 2025, generating 79.4zb of data every year. Such a huge amount of data cannot be effectively processed and analyzed by humans alone.

Artificial intelligence algorithms provide insights into potential problems and business opportunities by identifying patterns in physical and virtual events and interactions, and predicting responses based on impact or severity, likelihood and risk ratings down what might happen to help manage this data deluge. Just as important, it sends instructions to the correct person or system.

While the number of IoT endpoints will continue to grow at a steady rate, the driving force for this adoption lies in the unique business and consumer-centricity that these two technologies will unlock. Number of use cases. Where large enterprises still struggle with data pools and multiple and conflicting projects and products, the challenge of having more data than ideas and solutions remains.

However, the “human” speed at which AI sifts and interprets data means that listening, interpreting and responding to data received from thousands to millions of sensors will Create room for high multiples on the ROI of such initiatives.

Due to the “newness” of the technology and the novelty of the concept, the concepts of digital twins and metaverses of enterprises are still out of reach for most enterprises. However, this does not prevent the same entities from opening up the data points that can be collected to “digitize” their operations to understand specific processes, areas, equipment such as production lines, cellular networks, critical asset components and failure points. All of this allows us to understand what is happening, what might happen next, and what should be done next.

IoT and AI are revolutionizing industries

As we read this, the combination of IoT and AI is revolutionizing the industry Changing industries, and it’s happening without any human oversight. AIoT can be used to optimize network performance, reduce downtime and improve customer experience in the telecommunications industry.

For example, by leveraging IoT sensors and AI algorithms, the telecommunications industry can monitor network traffic, predict outages, and prevent problems before they impact customers by understanding which components have failed or are likely to fail. Take the initiative to solve problems. They can also identify unusual events, such as burglaries and thefts, and alert teams in advance, while incorporating cutting-edge technologies such as camera analytics, motion sensors and subtle technologies such as drones, vibration sensors, smart locks and more.

Miners can improve safety and improve ESG (environmental, social and Governance) standards while monitoring productivity, detecting anomalies, and predicting failures before they occur to gain significant benefits.

Real estate owners can understand utility consumption based on current occupancy data and predict trends to alert personnel and systems managing assets and downstream processes such as HVAC, desks, cleaning schedules, Meeting rooms, parking, lighting, environment, cost allocation and more. This allows buildings to sense and feel their place, which not only saves money but also helps people work more efficiently and safely.

To harness the power of AI and IoT, businesses need to overcome several challenges, such as:

Data Quality: AI and IoT rely on large amounts of data to function effectively. Not all data is reliable, accurate or relevant. Businesses need to ensure data quality by implementing data governance policies and standards.

Data Security: Artificial Intelligence and the Internet of Things pose significant risks to data privacy and security. Data operators need to protect data from unauthorized access, use or disclosure by applying encryption, authentication and authorization technologies.

Data Governance: AIoT will only be successful if high-quality, up-to-date and reliable data is prepared through an environment that supports rapid integration or extraction from these data stores ;This also means ensuring that the people, process and technology aspects of data are at the forefront of driving this transformation.

Data Ethics: Artificial Intelligence and the Internet of Things raise ethical questions about the impact of technology on human rights, dignity and autonomy. Businesses need to ensure their use of AI and IoT aligns with their values ​​and principles and control the extent to which AI represents them.

Summary

The combination of IoT and artificial intelligence is a powerful combination that creates opportunities for innovation and transformation across industries. As the Internet of Things continues to generate massive amounts of data, artificial intelligence will play a role in classifying, filtering, querying, identifying and alerting, playing a vital role in managing and understanding this information. Ultimately, helping people do more with less through data and machine learning.

As user interfaces evolve to keep up with the pace of data consumption, and the further “humanization” of technology permeates our daily lives, workplaces become more efficient, productive and sustainable Sexual potential will follow. The future of artificial intelligence and the Internet of Things (AIoT) is not only bright, but also critical to the advancement of the Fourth Industrial Revolution.

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