Solving the GPU shortage: software to 2-4X existing GPU utilization

TechFirst with John Koetsier

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תוכן מסופק על ידי John Koetsier. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי John Koetsier או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

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Alex (@alex_kamenca) and Carley (@carleymitus) are both members of our Action Academy Community that purchased TWO small businesses last thursday! Want To Quit Your Job In The Next 6-18 Months Through Buying Commercial Real Estate & Small Businesses? 👔🏝️ Schedule A Free 15 Minute Coaching Call With Our Team Here To Get "Unstuck" Want to know which investment strategy is best for you? Take our Free Asset-Selection Quiz Check Out Our Bestselling Book : From Passive To Passionate : How To Quit Your Job - Grow Your Wealth - And Turn Your Passions Into Profits Want A Free $100k+ Side Hustle Guide ? Follow Me As I Travel & Build: IG @brianluebben ActionAcademy.com…

לפני שנתיים 18:05

M4A•בית הפרקים

GPUs are rare and expensive right now. Every company doing AI model training needs more, and NVIDIA can't build enough, especially of the NVIDIA H100 GPU.

Run.ai CEO and co-founder Omri Geller says he has a software solution to this hardware problem.

The key: GPUs are mostly idle, even in high-demand settings. According to Geller, his software 2X to 4Xs your GPU capacity on existing hardware, simply by streamlining workloads and maximizing GPU usage time.

In this TechFirst, we chat about:

- the GPU shortage

- how many GPUs we need

- what Open AI is using right now

- whether OpenAI is getting dumber or not

- and much more

As always, get a full transcript and subscribe to the audio podcast at my website:

https://johnkoetsier.com/category/tech-first/

328 פרקים

#News #Tech News #John Koetsier

Solving the GPU shortage: software to 2-4X existing GPU utilization

TechFirst with John Koetsier

17 subscribers

published לפני שנתיים

שתפו

M4A•בית הפרקים

GPUs are rare and expensive right now. Every company doing AI model training needs more, and NVIDIA can't build enough, especially of the NVIDIA H100 GPU.

Run.ai CEO and co-founder Omri Geller says he has a software solution to this hardware problem.

In this TechFirst, we chat about:

- the GPU shortage

- how many GPUs we need

- what Open AI is using right now

- whether OpenAI is getting dumber or not

- and much more

As always, get a full transcript and subscribe to the audio podcast at my website:

https://johnkoetsier.com/category/tech-first/

328 פרקים

#News #Tech News #John Koetsier

כל הפרקים

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לפני 1 year33:27

33:27

What happens after AGI? AGI is artificial general intelligence: it’s when AI achieves human-level intelligence nd likely quickly thereafter super-human abilities, maybe even ushering in the Singularity. I was recently at the Beneficial AGI conference in Panama. One of the speakers was the founder of Emerj Artificial Intelligence Research. He’s interviewed nearly 1,000 AI leaders, his name is Dan Faggella, and he has some good insight into what AGI might do. Or at least what the experts think about it … We discuss artificial general intelligence (AGI), the potential for post-human bliss through advanced simulations, and various perspectives on AGI's ethical and societal impacts. Fagella shares insights from interviews with nearly a thousand AI experts, outlining a matrix to categorize thoughts on AGI's future and human interaction. The discussion covers the balance between control, collaboration, and open-source development in AI, along with personal reflections on humanity's potential paths in an AI-dominated future. Themes include the ethical implications of AGI, the role of human values in AI development, and speculative futures where humanity merges with or is overshadowed by superior AI entities. 00:00 Exploring Post-Human Bliss and the Power of AI 01:31 The Matrix of AI Perspectives 02:50 Exploring the Future with AI: Preservation, Progression, and Ascension 04:26 Navigating the Path to AI: Control, Collaboration, Openness 07:11 Personal Stances and the Future of AI 19:00 AI's Impact on Society and the Future 24:23 Envisioning a Post-Human Future: Choices and Consequences 29:53 Reflections on Humanity's Path Forward with AI…

TechFirst with John Koetsier

1
No-notch iPhones, FaceID on Android, biometrics everywhere 32:59

לפני 1 year32:59

32:59

If you have an iPhone, you've got a notch. Now there's tech that can get rid of that notch ... and the same tech can bring secure Face ID to Android: at a fraction of the cost. In this TechFirst, I chat with Metalenz CEO Rob Devlin about his meta surfaces product. Not only can they produce about 10,000 lenses on a single 30-centimeter wafer, just like computer chips, they can now decode polarization information on surfaces from the light reflecting off of that. That gives them data on what that surface is made from, and that is a huge advancement for biometrics, phones, medical devices, and robots. The technology, which can capture and process unique wavelengths and polarization information, enables the creation of smaller, cheaper, and more efficient optical systems. Metalenz's partnership with ST Microelectronics has led to the integration of metasurface optics in products that have been previously sold in over 150 different smartphone models. 00:00 Revolutionizing Optics with Metal Lens Technology 00:30 The Journey of Metalenz: From Concept to Market 01:34 Exploring the Impact of Meta Surface Technology 02:39 Understanding Metasurfaces and Their Potential 10:48 Introducing Polar ID: A Game-Changer for Biometric Security 22:20 The Future of Polarization Technology and Its Applications 22:33 Collaboration with Samsung and the Path Forward 27:14 Envisioning New Horizons: Beyond Polar ID 32:36 Wrapping Up: The Future of Metal Lens and Polar ID…

TechFirst with John Koetsier

1
Billions of robots in 10 years 32:36

לפני 1 year32:36

32:36

Billions of robots within a decade? A similar growth curve to smartphones? We currently have about 30 million robots on the planet, not counting Roombas and similar small bots. RobotLab CEO Elad Inbar says that will hit BILLIONS with a B within 10 years. We discuss the exponential increase in commercial robots globally and predict billions of robots integrating into daily activities, from service industries to personal assistance, over the next decade. We chat about the evolution of robotics from novelty items to essential aspects of business operations, highlighting the role of robots in automating mundane tasks and their future potential in enhancing customer service and living standards. Inbar also emphasizes the importance of service infrastructure to support the widespread adoption of robotics technology, drawing parallels with past technological advancements like mobile phones and cars. And we dive into specific applications of robots in restaurants, cleaning services, and healthcare, particularly for dementia patients, and the franchise model RobotLab is adopting to expand its reach and capacity to deliver robotics solutions. 00:00 The Dawn of the Robot Decade: Envisioning a Future with Billions of Robots 01:02 The Big Picture: Robots Transforming Business and Society 07:10 The Current State of Robotics: From Hospitality to Manufacturing 09:50 The Future of Work: Robots Filling the Gaps in the Workforce 12:40 Enhancing Customer Service: How Robots are Changing the Game 13:31 The Restaurant Revolution: Robots Taking Over Service Roles 16:35 Exploring the Role of Robots in Restaurants 16:47 Adapting Robots to Different Restaurant Environments 18:18 Growth Areas Beyond Restaurants: Cleaning and Retail 22:47 The Future of Customer-Facing Robots 24:00 Robots in Assisted Living: A Compassionate Solution 27:09 Unlocking the Potential of Robotics in Business…

TechFirst with John Koetsier

1
Apple Vision Pro: future of surgical training? 20:21

לפני 1 year20:21

20:21

Is the Apple Vision Pro the future of surgical training? In this episode of TechFirst, host John Koetsier discusses the transformative impact of virtual reality (VR) on surgical training, highlighting the cost-efficiency and effectiveness of VR in reducing the learning curve for surgeons. The conversation features Richard Vincent, CEO of Fundamental VR, who elaborates on how VR technology, particularly the Apple Vision Pro, is revolutionizing surgical education by offering rapid, repeatable training sessions without the logistical setbacks associated with traditional methods. They explore the hardware agnosticism of Fundamental VR's software, ensuring compatibility with various VR platforms, and delve into the new possibilities unlocked by the Apple Vision Pro's advanced features, including its intuitive control system, powerful compute capacity, and exceptional optics. The discussion also touches on the incorporation of haptics for a more immersive training experience, the potential of VR for remote collaborative training, and the broader implications of VR technology in the medical field. 00:00 Unlocking the Future of Surgical Training with VR 01:15 The Cost-Effectiveness of VR in Surgical Training 03:13 Achieving Competence: The Role of VR in Surgery 04:45 Hardware From Oculus to Apple Vision Pro 07:04 The Revolutionary Apple Vision Pro in Surgical Training 10:35 The Power of Haptics: Enhancing VR Training with Physical Feedback 13:07 The Impact of Device Cost on VR Training Accessibility 14:34 Expanding Horizons: VR's Role in Remote Surgery Training 17:03 The Future of Medical Training and Collaboration with VR 18:48 Apple Vision Pro: A Game-Changer for Medical VR Applications 20:15 Closing Thoughts and Future Prospects…

TechFirst with John Koetsier

1
AGI in 3 to 8 years 40:10

לפני 1 year40:10

40:10

When will AI match and surpass human capability? In short, when will we have AGI, or artificial general intelligence ... the kind of intelligence that should teach itself and grow itself to vastly larger intellect than an individual human? According to Ben Goertzel, CEO of SingularityNet, that time is very close: only 3 to 8 years away. In this TechFirst, I chat with Ben as we approach the Beneficial AGI conference in Panama City, Panama. We discuss the diverse possibilities of human and post-human existence, from cyborg enhancements to digital mind uploads, and the varying timelines for when we might achieve AGI. We talk about the role of current AI technologies, like LLMs, and how they fit into the path towards AGI, highlighting the importance of combining multiple AI methods to mirror human intelligence complexity. We also explore the societal and ethical implications of AGI development, including job obsolescence, data privacy, and the potential geopolitical ramifications, emphasizing the critical period of transition towards a post-singularity world where AI could significantly improve human life. Finally, we talk about ownership and decentralization of AI, comparing it to the internet's evolution, and envisages the role of humans in a world where AI surpasses human intelligence. 00:00 Introduction to the Future of AI 01:28 Predicting the Timeline of Artificial General Intelligence 02:06 The Role of LLMs in the Path to AGI 05:23 The Impact of AI on Jobs and Economy 06:43 The Future of AI Development 10:35 The Role of Humans in a World with AGI 35:10 The Diverse Future of Human and Post-Human Minds 36:51 The Challenges of Transitioning to a World with AGI 39:34 Conclusion: The Future of AGI…

TechFirst with John Koetsier

1
Oysters reporting water quality? Not science fiction! 25:49

לפני 1 year25:49

25:49

Can you use sentinel oysters and other mollusks to track water quality near your cities, beaches, or the Great Barrier Reef? Actually ... yes. In this episode of TechFirst, host John Koetsier chats with the CEO of Moloscan, a company focused on bio-monitoring and protection of marine environments using live shellfish. The company uses aquatic bivalves, such as oysters, mussels, or clams to monitor the environment. These mollusks, which are filter feeders, react to changes in water conditions, helping to detect pollution and other disruptions in water quality. The discussion covers the technological developments and rigorous research necessary to map out the normal behaviour of these animals and provide accurate water quality ratings. They also discuss how this method is more efficient and environmentally friendly compared to traditional mechanical probes and lab tests. The CEO shares examples of installations in varied environments, ranging from oil and gas platforms to diverse geographical locations from Quebec to Qatar. 00:00 Introduction to Sentinel Oysters and Water Quality Monitoring 00:55 Understanding the Concept of Biomonitoring 01:48 The Science Behind Mollusk Behavior and Detection 02:43 The Journey of Developing the Monitoring Device 04:24 Understanding the Sensitivity and Precision of Mollusks 05:12 The Role of Mollusks in Detecting Water Pollution 08:06 The Technical Aspects of Monitoring Mollusk Behavior 10:43 The Real-world Application of Mollusk Monitoring 15:34 The Challenges and Benefits of Using Mollusks as Sensors 22:51 The Potential for Expanding the Technique to Other Biomes 06:24 Conclusion: The Future of Biomonitoring…

TechFirst with John Koetsier

1
Here's an all-wheel drive e-bike ... with ChatGPT 26:10

לפני 1 year26:10

26:10

Do you need ChatGPT integrated into your new bike? How about an all-wheel drive bike? (OK: a 2-wheel drive ... but yeah, that's all-wheel drive!) In this episode of TechFirst, host John Koetsier chats the CEO of Urtopia about their new AI-integrated 'smart bike with a mind'. The e-bike market is predicted to grow to about $26 billion by 2028, but Dr. Owen Chang explains how Urtopia is taking a different approach by developing most parts in-house to create a fully integrated, software-enabled product. He says their AI features, like ChatGPT integration, makes e-bikes safer and more personalised. It can also provide assistance including directions, making the ride safer and more enjoyable. Utopia is further developing its own version of GPT based on GPT-5, refining its potential functionalities. We also chat about the world's first e-bike that has drive motors on both wheels, providing more power and better traction. 00:00 Introduction and Welcome 01:06 Exploring the Fusion GT Bike 01:47 The Design and Development Process 03:53 The Power of Dual Motor and Dual Battery System 06:51 The Future of Bikes: ChatGPT Integration? 07:12 The Role of AI in Utopia's Bikes 07:38 The Vision of Utopia: A Bicycle with a Mind 16:48 The Future of Smart Devices and E-bikes 25:30 Conclusion: The Bike as a Wearable Device…

TechFirst with John Koetsier

1
App store for your brain: reading brain waves to fix sleep, pain, learning 21:49

לפני 1 year21:49

21:49

Can you deliver medical treatment by changing brainwaves instead of injecting drugs? Elon Musk has recently implanted his first Neuralink into a human patient. But can we get neurotech medical treatment without drilling holes in our skulls? Maybe ... According to Element, a startup with roots in MIT, we can. And they say they can read your brainwaves, manipulate them, and fix issues like sleep disorders, tremors, pain, as well as speeding up learning. Today we're chatting with Meredith Perry, the CEO and former NASA astrobiology Researcher, plus Dr. David Wang, co-founder and CTO, who has a PhD in AI from MIT. This technology could potentially treat medical conditions ranging from sleep disorders and tremors to learning difficulties. We also discuss the future of medtech, envisioning an 'app store for the brain' where individualized treatments can be downloaded like apps, focusing on promoting the most optimized state of health for any given individual through real-time detection and diagnosis. 00:00 Intro to Neurotech and Neurostimulation 00:33 Welcome and Introduction of Guests 01:31 Understanding the Concept of Elemind's Neurotech Device 02:59 Exploring the Form Factor of the Device 04:23 How it works 07:28 Effectiveness and Impact of the Device 13:05 Future Plans and Vision for the Device 18:52 Potential and Impact of the Device on Healthcare 21:35 Conclusion and Final Thoughts…

TechFirst with John Koetsier

1
Hacking reality: Apple Vision Pro and security 14:51

לפני 1 year14:51

14:51

Can someone hack your reality if you're wearing an Apple Vision Pro? In this episode of TechFirst, John Koetsier discusses the arrival of Apple's Vision Pro, a groundbreaking VR headset, and its associated privacy and security concerns with Synopsys principal security consultant Jamie Boote. They chat about how the device's advanced sensor systems can map out user environments, posing potential risks and security threats if hacked. Koetsier and Boote also consider Apple's past experience with hardware security and predict potential vulnerabilities and threats that may accompany this new technology. 00:00 Introduction to Apple Vision Pro 00:23 Privacy and Security Concerns 02:02 Potential Threats and Vulnerabilities 03:27 The Impact of New Technology on Security 04:20 Trust in Apple's Security Measures 06:25 Predictions for Future Security Issues 07:46 The Evolution of Software and Security 13:35 Final Thoughts and Conclusion…

TechFirst with John Koetsier

1
Smart buildings 2024: not just energy consumers 21:59

לפני 1 year21:59

21:59

In this episode of TechFirst, host John Koetsier talks to Dan Hollenkamp, the CEO of Toggled, about the future of smart buildings in 2024. They discuss the difference between devices that are smart and just remote controllable, the continuous improvement in building systems, and emphasize on the usage of data for smart devices. Dan sheds light on how buildings should assist in facilitating our tasks, be predictive, and become an active member of the grid to help stabilize the energy demand. They also discuss the role of Artificial Intelligence (AI) in smart buildings, the idea of buildings moving from energy consumers to energy load managers, and the impact of work from home and return to the office on smart buildings. Join them as they delve into the evolving world of smart buildings and their part in our future. 00:00 Introduction and Overview 00:13 The Future of Smart Buildings 02:23 Understanding Smart Devices vs. Remote Controllable Devices 02:43 The Role of Data in Smart Buildings 09:36 The Impact of Work from Home on Smart Buildings 11:45 Buildings as Energy Load Managers 15:54 The Role of AI in Smart Buildings 21:53 Conclusion and Final Thoughts…

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