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𝗪𝗶𝗹𝗹 𝗪𝗲 𝗥𝘂𝗻 𝗢𝘂𝘁 𝗼𝗳 𝗗𝗮𝘁𝗮 𝗳𝗼𝗿 𝗟𝗮𝗿𝗴𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹𝘀?
As LLMs like GPT-4 continue to scale, they require exponentially more data to sustain performance gains. But here’s the catch: 𝘁𝗵𝗲 𝗽𝗼𝗼𝗹 𝗼𝗳 𝗵𝗶𝗴𝗵-𝗾𝘂𝗮𝗹𝗶𝘁𝘆, 𝗵𝘂𝗺𝗮𝗻-𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗲𝗱 𝘁𝗲𝘅𝘁 𝗱𝗮𝘁𝗮 𝗶𝘀 𝗳𝗶𝗻𝗶𝘁𝗲. This raises a critical question: 𝗔𝗿𝗲 𝘄𝗲 𝗻𝗲𝗮𝗿𝗶𝗻𝗴 𝘁𝗵𝗲 𝗹𝗶𝗺𝗶𝘁𝘀 𝗼𝗳 𝘀𝗰𝗮𝗹𝗶𝗻𝗴 𝗟𝗟𝗠𝘀 𝘄𝗶𝘁𝗵 𝗵𝘂𝗺𝗮𝗻 𝗱𝗮𝘁𝗮? … more

𝗔𝗜 𝗖𝗮𝗻 𝗦𝗽𝗼𝘁 𝗣𝗮𝘁𝘁𝗲𝗿𝗻𝘀, 𝗕𝘂𝘁 𝗖𝗮𝗻 𝗜𝘁 𝗥𝗲𝗮𝗹𝗹𝘆 𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱?
In a recent project, we used AI/ML to predict machine failures based on vibration data. The AI did a great job at identifying patterns — high vibrations correlated with machine failures. But here’s the kicker: 𝗰𝗼𝗿𝗿𝗲𝗹𝗮𝘁𝗶𝗼𝗻 𝗱𝗼𝗲𝘀𝗻’𝘁 𝗲𝗾𝘂𝗮𝗹 𝗰𝗮𝘂𝘀𝗮𝘁𝗶𝗼𝗻, and that’s where AI hit its limit. … more

𝗙𝗿𝗼𝗺 𝗗𝗮𝘁𝗮 𝘁𝗼 𝗞𝗻𝗼𝘄𝗹𝗲𝗱𝗴𝗲
In every company, accounting data forms the backbone of financial reporting—capturing Direct Costs, Indirect Costs, and various financial transactions. But how can we turn this sea of numbers into something that truly drives business decisions? Let’s dive into a real-world example that illustrates this transformation from data to actionable knowledge. … more

𝗘𝘅𝗽𝗹𝗼𝗿𝗶𝗻𝗴 𝗛𝘆𝗯𝗿𝗶𝗱 𝗔𝗜 𝗳𝗼𝗿 𝗗𝗶𝗺𝗲𝗻𝘀𝗶𝗼𝗻𝗮𝗹𝗶𝘁𝘆 𝗥𝗲𝗱𝘂𝗰𝘁𝗶𝗼𝗻𝗔 𝗡𝗲𝘄 𝗔𝗽𝗽𝗿𝗼𝗮𝗰𝗵!
Tackling high-dimensional datasets in machine learning can be a real challenge, from overfitting to computational complexity. To address these issues, I’ve been working on an innovative approach that combines neural networks with symbolic methods to reduce dimensionality while retaining essential information. … more

𝗖𝗿𝗲𝗮𝘁𝗶𝗻𝗴 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 𝘁𝗵𝗮𝘁 𝗥𝗲𝘀𝗼𝗻𝗮𝘁𝗲
In the world of design and innovation, it’s not just about solving problems—it’s about connecting deeply with your clients and creating a lasting impact. … more

𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝘃𝗲 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗶𝗻 𝘁𝗵𝗲 𝗠𝗮𝗿𝗸𝗲𝘁 𝗧𝗵𝗿𝗼𝘂𝗴𝗵 𝗗𝗲𝘀𝗶𝗴𝗻
In this competitive world, 𝘁𝗵𝗲 𝗸𝗲𝘆 𝘁𝗼 𝘀𝘂𝗰𝗰𝗲𝘀𝘀 𝗹𝗶𝗲𝘀 𝗶𝗻 𝘁𝗵𝗲 𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝘁𝗼 𝘂𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱 𝗰𝘂𝘀𝘁𝗼𝗺𝗲𝗿 𝗻𝗲𝗲𝗱𝘀 𝗮𝗻𝗱 𝗿𝗲𝘀𝗽𝗼𝗻𝗱 𝘄𝗶𝘁𝗵 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁𝗹𝘆 𝗱𝗲𝘀𝗶𝗴𝗻𝗲𝗱 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀. 𝗗𝗲𝘀𝗶𝗴𝗻 𝗶𝘀 𝗻𝗼 𝗹𝗼𝗻𝗴𝗲𝗿 𝗷𝘂𝘀𝘁 𝗮𝗯𝗼𝘂𝘁 𝗮𝗲𝘀𝘁𝗵𝗲𝘁𝗶𝗰𝘀; it’s a strategic communication tool that transforms ideas into relevant and memorable 𝗲𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲𝘀 𝗳𝗼𝗿 𝗰𝘂𝘀𝘁𝗼𝗺𝗲𝗿𝘀. … more

𝗠𝗶𝗰𝗿𝗼-𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲𝘀, 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗕𝗹𝗼𝗰𝗸𝘀 𝗼𝗳 𝗮 𝗦𝘂𝘀𝘁𝗮𝗶𝗻𝗮𝗯𝗹𝗲 𝗮𝗻𝗱 𝗥𝗲𝘀𝗶𝗹𝗶𝗲𝗻𝘁 𝗙𝘂𝘁𝘂𝗿𝗲
In a world marked by uncertainty—from pandemics to energy crises—micro-enterprises have emerged as key players in economic resilience. 𝗪𝗵𝗶𝗹𝗲 𝗹𝗮𝗿𝗴𝗲 𝗰𝗼𝗿𝗽𝗼𝗿𝗮𝘁𝗶𝗼𝗻𝘀 𝗼𝗳𝘁𝗲𝗻 𝗱𝗼𝗺𝗶𝗻𝗮𝘁𝗲 𝘁𝗵𝗲 𝘀𝗽𝗼𝘁𝗹𝗶𝗴𝗵𝘁, 𝘁𝗵𝗲 𝘁𝗿𝘂𝗲 𝗳𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻 𝗼𝗳 𝗮 𝘀𝘂𝘀𝘁𝗮𝗶𝗻𝗮𝗯𝗹𝗲 𝗲𝗰𝗼𝗻𝗼𝗺𝘆 𝗹𝗶𝗲𝘀 𝗶𝗻 𝘁𝗵𝗲 𝘀𝗺𝗮𝗹𝗹 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀𝗲𝘀 𝗽𝗼𝘄𝗲𝗿𝗶𝗻𝗴 𝗹𝗼𝗰𝗮𝗹 𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝗶𝗲𝘀. … more

𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝗶𝗻𝗴 𝗗𝗶𝘀𝗰𝗼𝘃𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 – 𝗢𝗻𝗲 𝗼𝗳 𝗠𝘆 𝗥𝗲𝗰𝗲𝗻𝘁 𝗪𝗼𝗿𝗸𝘀 𝗶𝗻 𝗔𝗜-𝗗𝗿𝗶𝘃𝗲𝗻 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻!
I’m thrilled to share an innovation in AI, 𝗗𝗶𝘀𝗰𝗼𝘃𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 [or 𝗘𝘅𝗽𝗹𝗼𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜], a creative approach that 𝗴𝗼𝗲𝘀 𝗯𝗲𝘆𝗼𝗻𝗱 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 to explore and discover novel opportunities by 𝗰𝗼𝗺𝗯𝗶𝗻𝗶𝗻𝗴 𝗲𝘅𝗶𝘀𝘁𝗶𝗻𝗴 𝗿𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀 𝗶𝗻 𝘂𝗻𝗰𝗼𝗻𝘃𝗲𝗻𝘁𝗶𝗼𝗻𝗮𝗹 𝘄𝗮𝘆𝘀. …more

𝗧𝗵𝗲 𝗟𝗮𝘄 𝗼𝗳 𝗙𝗮𝗺𝗶𝗹𝗶𝗮𝗿𝗶𝘁𝘆 𝗥𝗲𝘀𝗶𝘀𝘁𝗮𝗻𝗰𝗲 𝗶𝗻 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻
In the journey of innovation, one unexpected challenge often stands out: 𝗿𝗲𝘀𝗶𝘀𝘁𝗮𝗻𝗰𝗲 𝗮𝗻𝗱 𝘀𝗸𝗲𝗽𝘁𝗶𝗰𝗶𝘀𝗺 𝗳𝗿𝗼𝗺 𝘁𝗵𝗼𝘀𝗲 𝗰𝗹𝗼𝘀𝗲𝘀𝘁 𝘁𝗼 𝘂𝘀—our friends, family, and immediate circle. 𝗧𝗵𝗲𝘀𝗶𝘀: Innovators frequently encounter the most skepticism not from strangers, but from those who know them personally. This familiarity can overshadow the perceived value of new ideas, leading to reluctance to support or adopt innovations. 𝗦𝘂𝗿𝗽𝗿𝗶𝘀𝗶𝗻𝗴𝗹𝘆, 𝗶𝘁’𝘀 𝗼𝗳𝘁𝗲𝗻 𝘀𝘁𝗿𝗮𝗻𝗴𝗲𝗿𝘀—𝘁𝗵𝗼𝘀𝗲 𝘄𝗶𝘁𝗵 𝗻𝗼 𝗽𝗿𝗲𝗰𝗼𝗻𝗰𝗲𝗶𝘃𝗲𝗱 𝗯𝗶𝗮𝘀𝗲𝘀—𝘄𝗵𝗼 𝗯𝗲𝗰𝗼𝗺𝗲 𝘁𝗵𝗲 𝗳𝗶𝗿𝘀𝘁 𝗯𝗲𝗹𝗶𝗲𝘃𝗲𝗿𝘀 𝗮𝗻𝗱 𝗮𝗱𝗼𝗽𝘁𝗲𝗿𝘀. …more

𝗧𝗵𝗲 𝗣𝗼𝘄𝗲𝗿 𝗼𝗳 𝗡𝗲𝗴𝗮𝘁𝗶𝘃𝗲 𝗦𝗽𝗮𝗰𝗲 𝗶𝗻 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻

In art, negative space is the area around and between objects—what isn’t immediately visible but defines the object’s shape and impact. What if the same principle applies to innovation? …. more

𝗡𝗮𝘃𝗶𝗴𝗮𝘁𝗶𝗻𝗴 𝗖𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗶𝗼𝗻 𝗔𝗺𝗶𝗱𝘀𝘁 𝗖𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝗼𝗻
In any organization, it’s essential to foster collaboration and align on shared goals. However, sometimes resistance arises, not because of the quality or feasibility of an idea, but due to the source from which it originates. Whether motivated by departmental rivalry, fear of someone else’s success, or simple envy, such dynamics can stifle innovation and progress … more

𝗟𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗗𝗶𝗹𝗲𝗺𝗺𝗮: 𝗢𝗽𝗽𝗼𝗿𝘁𝘂𝗻𝗶𝘁𝘆 𝗼𝗿 𝗧𝗵𝗿𝗲𝗮𝘁?
Some leaders believe that creating opportunities for individuals who aren’t aligned with their values—whether by assigning them leadership roles or important projects—will cultivate loyalty. But here’s the hard truth: these individuals often aspire to the very positions their leaders hold. 𝘽𝙮 𝙜𝙞𝙫𝙞𝙣𝙜 𝙩𝙝𝙚𝙢 𝙢𝙤𝙧𝙚 𝙤𝙥𝙥𝙤𝙧𝙩𝙪𝙣𝙞𝙩𝙞𝙚𝙨, 𝙡𝙚𝙖𝙙𝙚𝙧𝙨 𝙢𝙞𝙜𝙝𝙩 𝙗𝙚 𝙪𝙣𝙠𝙣𝙤𝙬𝙞𝙣𝙜𝙡𝙮 𝙥𝙖𝙫𝙞𝙣𝙜 𝙩𝙝𝙚 𝙬𝙖𝙮 𝙛𝙤𝙧 𝙩𝙝𝙚𝙞𝙧 𝙤𝙬𝙣 𝙙𝙞𝙨𝙥𝙡𝙖𝙘𝙚𝙢𝙚𝙣𝙩. … more

𝗧𝗵𝗲 𝗣𝗮𝗿𝗮𝗱𝗼𝘅 𝗼𝗳 𝗟𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗮𝗻𝗱 𝗔𝘀𝗽𝗶𝗿𝗮𝘁𝗶𝗼𝗻 – 𝗔 𝗥𝗲𝗳𝗹𝗲𝗰𝘁𝗶𝗼𝗻 𝗼𝗻 𝗦𝗼𝗰𝗶𝗲𝘁𝘆
One thing that strikes me when I observe 𝗵𝘂𝗺𝗮𝗻 𝗻𝗮𝘁𝘂𝗿𝗲 𝗶𝘀 𝘁𝗵𝗲 𝘁𝗲𝗻𝗱𝗲𝗻𝗰𝘆 𝘁𝗼 𝗲𝗹𝗲𝘃𝗮𝘁𝗲 𝗺𝗲𝗱𝗶𝗼𝗰𝗿𝗶𝘁𝘆. Leaders are often chosen not for their excellence or ability to inspire greatness, but because they reflect the average, the safe, or even the mediocre desires of the majority. It’s as if we prefer comfort over challenge, choosing to remain at our current level rather than striving for something greater. … more

𝗧𝗵𝗲 𝗛𝗮𝗿𝘀𝗵 𝗥𝗲𝗮𝗹𝗶𝘁𝗶𝗲𝘀: 𝗪𝗵𝘆 𝗮 𝗧𝗿𝘂𝗹𝘆 𝗦𝘁𝗮𝗯𝗹𝗲 𝗮𝗻𝗱 𝗘𝗾𝘂𝗶𝘁𝗮𝗯𝗹𝗲 𝗙𝘂𝘁𝘂𝗿𝗲 𝗠𝗮𝘆 𝗕𝗲 𝗪𝗶𝘀𝗵𝗳𝘂𝗹 𝗧𝗵𝗶𝗻𝗸𝗶𝗻𝗴
While we aim for fair resource distribution, technological cooperation, and global stability, several key principles suggest this may be impossible: … more

𝗜𝘀 𝗜𝗻𝗳𝗶𝗻𝗶𝘁𝗲 𝗚𝗿𝗼𝘄𝘁𝗵 𝗼𝗻 𝗮 𝗙𝗶𝗻𝗶𝘁𝗲 𝗣𝗹𝗮𝗻𝗲𝘁 𝗦𝘂𝘀𝘁𝗮𝗶𝗻𝗮𝗯𝗹𝗲?
As we push for continuous economic growth, we need to ask ourselves: 𝗪𝗵𝗲𝗿𝗲 𝗱𝗼𝗲𝘀 𝘁𝗵𝗶𝘀 𝗽𝗮𝘁𝗵 𝗹𝗲𝗮𝗱 𝘄𝗵𝗲𝗻 𝘁𝗵𝗲 𝗿𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀 𝘄𝗲 𝗱𝗲𝗽𝗲𝗻𝗱 𝗼𝗻 𝗮𝗿𝗲 𝗹𝗶𝗺𝗶𝘁𝗲𝗱? Our current model, driven by capitalism, prioritizes productivity and growth at the expense of the environment and societal well-being. 𝗧𝗵𝗲 𝗿𝗲𝘀𝘂𝗹𝘁? … more

Digital Twin: Beyond a 3D CAD Model

Digital Twin: Beyond a 3D CAD Model

Misconception about digital twins Digital twin technology has gained significant attention in recent years as it promises to revolutionize the way we design, manufacture, and maintain industrial systems. In the field of industrial production, many people still have a...

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Technologies Behind Sophia Humanoid Robot

Technologies Behind Sophia Humanoid Robot

Sophia is a social humanoid robot developed by Hanson Robotics, which is a Hong Kong-based company. Sophia uses a combination of advanced technologies to enable her to interact and communicate with humans. Some of the programming technologies behind the Sophia robot...

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Future of Robotics

Future of Robotics

The future of robotics is likely to be characterized by a rapid pace of technological innovation, as advances in hardware, software, and artificial intelligence (AI) continue to drive the development of increasingly sophisticated and capable robots. While the...

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Playing with TRIZ to Invent a New Robot

Playing with TRIZ to Invent a New Robot

Apply Inventive Design on a Generic Traditional Industrial Robot TRIZ (Theory of Inventive Problem Solving) is a methodology for systematic innovation that can be used to solve problems and develop new products. In this case, we can apply TRIZ to improve an existing...

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A Talk with ChatGPT about Future

A Talk with ChatGPT about Future

Reporter: Who are you, ChatGPT? ChatGPT: I am an AI language model developed by OpenAI. My main function is to generate human-like text based on the input I receive, allowing me to answer questions, write articles, and have conversations on a wide range of topics. My...

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Artificial Intelligence is an Expensive Game

Artificial Intelligence is an Expensive Game

Let us start with chatGPT: it is an instance of the GPT-3 language model which has 175 billion parameters. GPT-3 is one of the largest language models currently available. Its high parameter count enables it to process vast amounts of data and generate highly...

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Innovation is not Invention

Innovation is not Invention

Innovation is not Part of Invention, but Invention is Part of Innovation Invention and innovation are related concepts that are often used interchangeably, but they are not the same. Invention refers to the creation of a new product, process, or technology that did...

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Robotica la Universitatea Tehnica din Cluj-Napoca

© Acest site este creat si intretinut de Prof. Stelian Brad pentru specializarea Robotica. Persoanele care doresc sa incarce continut pe acest site trebuie sa apeleze la Contact.