AI 101: How Artificial Intelligence Is Driving Innovation

Our Connected World | TE Connectivity

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

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Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying math that powers modern machine learning to help everyone grasp this technology impacting our lives, even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

منذ 4 أعوام 14:14

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Everyone knows the term artificial intelligence, or AI,, and some may understand the impact it has on their lives to varying degrees. But what exactly is AI, and what role is it playing today and into the future?

At TE Connectivity, Chris Blackburn, Technologist on the System Architecture Team, helped break down artificial intelligence for host Tyler Kern.

“AI is everywhere around us in the world,” Blackburn said. “Most of us are familiar with devices in our homes, such as voice assistance like Alexa and Siri. Artificial intelligence is a way for machines to learn and generate data by themselves.”

Up to now, the majority of use cases for AI could be found in the marketing realm to find ways for the right products to reach the right consumers based on consumer behavior on social media and in eCommerce shopping.

“Recommendation engines are one of those primary use cases,” Blackburn said.

Blackburn said AI is beginning to show up in oil and gas exploration, mining and natural resource extraction, farming, and food production.

One of the benefits of AI is its ability to learn from new data, make inferences based on previous data and continue to get smarter. But with advancements come new challenges to solve.

How can we store and transfer massive amounts of data and make it accessible to these machines for learning?

“In the past, 10 to 20 years ago, a lot of the data created in the world was human-generated,” Blackburn said. “And, now, we’re moving into this era of machine-generated data. It’s an absolute data explosion, and it is certainly influencing how we’re building system architecture to handle it.”

36 حلقات

#Tech #Business #News #Thomas Riley #TE Connectivity

AI 101: How Artificial Intelligence Is Driving Innovation

Our Connected World | TE Connectivity

published منذ 4 أعوام

MP3•منزل الحلقة

At TE Connectivity, Chris Blackburn, Technologist on the System Architecture Team, helped break down artificial intelligence for host Tyler Kern.

“Recommendation engines are one of those primary use cases,” Blackburn said.

Blackburn said AI is beginning to show up in oil and gas exploration, mining and natural resource extraction, farming, and food production.

One of the benefits of AI is its ability to learn from new data, make inferences based on previous data and continue to get smarter. But with advancements come new challenges to solve.

How can we store and transfer massive amounts of data and make it accessible to these machines for learning?

36 حلقات

#Tech #Business #News #Thomas Riley #TE Connectivity

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منذ عام واحد24:51

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منذ عام واحد55:24

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منذ عام واحد37:18

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In this episode, Alex Megej, Chief Technology Officer for the Industrial Business Unit at TE Connectivity, speaks with Tyler Kern about cobots, how they differ from traditional industrial manufacturing robots and how they are advancing today’s factory automation. Cobots are more compact than large-size manufacturing robots. “Think of them as a mechanical arm that can operate in very tight spaces,” Megej said. “Typically, they can handle weights from several hundred grams up to several kilograms.” Cobots provide an excellent option for minor mass movement when operating near a person on a factory floor. Giant robots typically operate in isolation from factory workers for safety reasons. Cobots operate in more open or semi-protected environments. So, can these two mechanical wizards play together, or are they best kept apart? “In terms of collaboration between huge robots and small robots, this usually happens only in situations where smaller robots, or small cobots, in this case, pick and place material for further processing with larger robots,” Megej said. While any manufacturing operation can use cobots, Megej said cobots thrive in small and medium size business enterprises. The flexibility of cobots allows them to pick and place one day. Then, with the change of an arm tool, it can perform drilling functions on components the next day and perform assembly tasks on another. Its ability to be reprogrammed for various operations and functions makes its versatility invaluable. Megej said that even in TE’s factories, cobots help perform packing operations that previously required semi-automated or manual solutions. “Now we can use cobots to pick the finish goods, put them into a bag, as an example, close the bag, and transport it to the final destination.” Read the full story on TE.com.…

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On a global level, we are seeing increased demand for renewable energy sources. In this intriguing episode of Our Connected World, podcast host Tyler Kern sat down with Dr. Thomas Schoepf, VP and CTO of Energy at TE Connectivity to discuss the current and future state of renewable energy, barriers to adopting renewable energy sources, and much more. So, what is renewable energy actually? “When we say renewable energy sources, we mean mainly three available, primary energy sources – such as hydropower, wind, and solar. Those are naturally replenished so day after day the river flows, the sun shines, and the wind blows,” explained Dr. Schoepf. These sources of energy are becoming more critical as climate change continues to negatively affect the world. The increase in weather-related disasters alone illustrates the human cost of ignoring global warming. Additionally, the crisis in Ukraine has the potential to further accelerate renewable energy trends as countries seek to eliminate its reliance on Russian gas. Yet, although the need and demand are clearly present, we have a long way to go for full-scale implementation of renewables as the primary source of energy. One reason for this is that it took a while for the industry to get the costs of implementation down to a level where the return on investment became attractive to businesses. As Dr. Schoepf mentions, “another challenge is the volatility of wind and solar as energy sources, when the sun is not shining and the wind not blowing, which can lead to a decrease in energy output.” As such, renewable energy plants need a backup source or need to be paired with supplemental energy sources. Learn more on TE.com.…

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Connected World: Trends in Space Technology 17:27

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ATM machines, the internet, GPS maps, and weather reports all have one common denominator: outer space. Without space, these services would not be possible at the scale they are today. TE Connectivity’s leader of global engineering, Matt McAlonis joined Tyler Kern, host of Our Connected World, to highlight the trends in the space frontier. Space holds massive potential as a domain for defensive and offensive mechanisms while still providing commercial viability. As one of the world’s largest connectivity suppliers, TE Connectivity recognizes the importance of the space arena through its aerospace, defense, and marine business. There is widespread commercial interest in the future of outer space, including colonizing other planets, mining space minerals, building the next generation of the internet, and providing a lunar port for easier space travel. McAlonis noted, “Space harvesting includes finding rich deposits on something like a large asteroid, and we’ve already identified some of those, so the question is: How do we identify what’s on them? What’s the value of those elements, and how do we use them?” Resource harvesting is particularly interesting as a form of conservation on Earth and the ability it could have in making more environmentally friendly batteries. One must consider a variety of different factors when building connectivity in different environments; however, the biggest factor for commercialization is finance-related. “The commercialization of space comes down to a few important things and a big one is cost,” McAlonis said, noting that historically space flight has cost $10,000 per pound. Despite the barriers, one thing is for certain: Commercial interest in space is on the rise, and it’s only a matter of time before these futuristic concepts become reality.…

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Reshaping Industries with Sensor Technology with Erin Byrne 16:38

منذ 3 أعوام16:38

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TE Connectivity is on the cutting edge of sensor technology. To discuss this innovation that’s disrupting many industries, Tyler Kern chatted with VP and Chief Technology Officer, Erin Byrne, of Sensor Solutions. Byrne highlighted many examples of how sensors are already involved in people’s everyday use. “Sensors are ubiquitous…they’re ubiquitous in improving our lives, across our work or play. Examples that I think about that people are familiar with: You know, they’re following their sleep through using an aura ring for example, or maybe tracking their heart rhythms on their Apple watch. Or, you know, they’re getting driver assistance in new systems in cars that are being installed…” Byrne said. There are other use cases that are shaping industries that aren’t quite as obvious, like efforts around sustainability. For instance, the sensor technology in electric vehicles helps people know when their battery is low, so they don’t waste hours charging their car because the battery died. There are also feedback sensors, room lighting, and heating monitors that help conserve energy when and where needed. Additionally, sensors are positively impacting the healthcare industry with their remote capabilities, like doctors using finely tuned remote sensors to perform remote surgery and even patient-monitoring technologies. “We are also doing things like developing piezoelectric films and devices, and these piezoelectric films can act as a dynamic stream gauge,” Byrne explained. These sensors, which are extremely sensitive, can help alleviate staffing pressure in healthcare by monitoring patients when nurses and doctors can’t. Use cases for sensors continue to expand beyond the typical fashion, and there is certainly more revolutionary sensor technology to come.…

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