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Eye On A.I.

Latest episodes

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Aug 5, 2024 • 55min

#201 Danny Halawi: The Science Behind AI Predictions - Accuracy, Challenges, and Innovations

Danny Halawi, a PhD student at UC Berkeley, shares insights into AI forecasting, focusing on large language models' role in making accurate predictions. He discusses the transition from computer security to predicting geopolitical events, revealing the architecture of his AI system that combines real-time data and machine learning. Halawi explores the complexities of judgmental vs. time series forecasting, the challenges of AI training for critical predictions, and ethical considerations surrounding AI in decision-making. Expect fascinating discussions on the future of superhuman predictions!
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Aug 1, 2024 • 56min

#200 Trevor Back: How Speechmatics is Shaping the Future of Conversational AI

In this episode of the Eye on AI podcast, we explore the forefront of voice-powered AI technology with Trevor Back, Chief Product Officer at Speechmatics. Discover how Speechmatics is pushing the boundaries of speech recognition and conversational AI with their latest innovation, Flow.   Trevor shares his journey from a background in computational astrophysics to becoming a key figure in AI at DeepMind and now Speechmatics. He delves into the development and potential of Flow, a groundbreaking tool combining automatic speech recognition (ASR), large language models (LLMs), and text-to-speech synthesis, aimed at creating seamless and responsive voice interactions.   We explore the wide-ranging applications of Speechmatics' technology across industries, including media, call centers, and education. Trevor discusses the challenges of achieving high accuracy in speech recognition, especially in diverse and noisy environments, and how Speechmatics addresses these challenges with their unique approach to training models.   Listen in as we uncover the intricacies of handling multiple languages, improving diarization, and the future goals of understanding complex audio cues like emotion and sarcasm. Learn about the company's vision for integrating voice technology into everyday products, making technology more accessible and user-friendly.   Don't miss this insightful conversation on the future of voice technology, AI in business, and its role in the evolving landscape of AI. Like, subscribe, and hit the notification bell for more expert discussions on cutting-edge advancements in AI.     This episode is sponsored by Shopify. Shopify is a commerce platform that allows anyone to set up an online store and sell their products. Whether you’re selling online, on social media, or in person, Shopify has you covered on every base. With Shopify you can sell physical and digital products. You can sell services, memberships, ticketed events, rentals and even classes and lessons. Sign up for a $1 per month trial period at http://shopify.com/eyeonai     Checkout Speechmatics, the most accurate AI speech technology - with AI transcription & real-time translation components.: https://www.speechmatics.com/     Stay Updated: Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI     (00:00) Introduction and Background (01:49) Trevor Back's Journey into AI (04:02) DeepMind and Early AI Applications (07:30) Speechmatics' Mission and Focus (12:06) Key Applications of Speechmatics Technology (14:25) Achieving High Accuracy and Low Latency (17:52) Language Coverage and Challenges (21:27) Future of Voice Technology and AGI (24:52) Integrating Large Language Models (27:31) Handling Multiple Voices and Diarization (29:32) Real-world Applications and Challenges (35:20) Demonstration of Flow and Capabilities (41:14) Endpoint Prediction and Interruption (43:53) Real-time Interactions and Future Prospects (45:34) Launch Event and Future Plans (50:13) New Language Releases and Compliance
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Jul 25, 2024 • 52min

#199 Shub Bhowmick: How Gen AI is Transforming Modern Data Science and Management

Shub Bhowmick, CEO of Tredence, discusses how AI is transforming data science in industries like retail and healthcare. Tredence offers custom AI solutions to Fortune 200 clients, focusing on data quality and real-time processing. They also explore the Gen AI as a service platform for efficient AI integration, highlighting applications like demand forecasting. Additionally, Shub talks about Tredence's growth strategy and expanding into new verticals and geographies.
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Jul 17, 2024 • 53min

#198 Sethuraman Panchanathan: How The U.S. National Science Foundation is Shaping the Future of AI

Dr. Sethuraman Panchanathan discusses the U.S. National Science Foundation's $828 million AI investment, democratizing resources. The NSF supports AI research projects with Nvidia, providing diverse resources at the NAR and fostering partnerships for scientific innovation.
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Jul 13, 2024 • 57min

#197: AI, Fusion, and National Security with Lawrence Livermore’s Brian Spears

Join Brian Spears, Director of AI Innovation at Lawrence Livermore Lab, as he discusses fusion ignition, national security, and the role of AI in advancing stockpile stewardship. Discover the impact of AI on fusion energy research, public-private partnerships, ethical AI considerations, and the US's leadership in AI and computing technology.
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Jul 5, 2024 • 56min

#196 Avi Kedmi: How SysAid Uses AI to Redefine IT Service Management

Avi Kedmi, CEO of SysAid, discusses leveraging AI for IT service management, including predictive modeling and generative AI. SysAid's AI Co-Pilot optimizes service delivery with real-time data processing. They focus on AI-driven automation, staying competitive, and enhancing customer satisfaction.
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Jun 30, 2024 • 60min

#195 Mrinal Manohar: Building Secure AI Systems with Blockchain

This episode is sponsored by TrialKey.ai, the market leader AI-driven clinical trial design optimization, and predictor that improves trial design and execution. With over 90% accuracy based on precision/recall, TrialKey.ai predicts the success of clinical trials more precisely than any other tool on the market.  Maximize clinical trial success while minimizing costs – book a demo at https://trialkey.ai/ or sign up for free!    In this episode of the Eye on AI podcast, join us as we sit down with Mrinal Manohar, CEO of Casper Labs, to explore the intersection of blockchain technology and AI governance.   Mrinal delves into his journey from Wall Street to founding Casper Labs, a leading enterprise-grade blockchain infrastructure company. With a strong background in computer science and experience in AI governance, Mrinal shares how Casper Labs is setting new standards in AI compliance and security.   Discover how Casper Labs uses blockchain to create tamper-proof, auditable records, ensuring the integrity and security of AI systems. Mrinal explains the innovative use of blockchain for multi-party access and version control, highlighting the company's collaboration with IBM to develop cutting-edge solutions integrated into the Watson X platform.   Explore the implications of upcoming AI legislation, such as the EU AI Act, and how Casper Labs is helping enterprises navigate these regulatory changes. Mrinal provides insights into the challenges and opportunities in AI governance, discussing real-world use cases and the future of secure AI systems.   Learn how Casper Labs is positioning itself ahead of the curve, with technical differentiators and strategic partnerships that set it apart in the industry.   Tune in to understand how Casper Labs is transforming AI compliance and security with blockchain, and what this means for the future of AI.   Don't forget to like, subscribe, and hit the notification bell for more insights into the technologies driving the AI revolution.     Checkout Casper Labs: Website: https://casperlabs.io/ Twitter/X: https://x.com/Casper_Labs     Stay Updated: Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI     (00:00) Preview and Introduction (01:37) Overview of Casper Labs (03:46) Proof of Concept and Collaboration with IBM (06:58) AI Governance and Compliance Needs (08:38) Key Components of Blockchain for AI Governance (10:22) Training Data Integrity and Auditability (14:22) Challenges in AI Governance (17:15) Real-World Use Cases and Partnerships (19:24) Technical Differentiators of Casper Labs (23:39) Future Vision and Product Launch (26:23) Scalability and Hybrid Networks (27:52) Product Integration and User Experience (31:54) Support and Onboarding for Enterprises (33:11) Building the Blockchain Network (36:02) Market Response and Future Prospects (39:16) Differentiating from Competitors (41:06) Expansion Plans and Future Vision (45:43) Global Compliance and Availability (55:44) Closing Thoughts   
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Jun 26, 2024 • 49min

#194 Russell Palmer: How AI is Taking Over Hollywood and Changing Filmmaking Forever

Join host Craig Smith as he chats with Russell Palmer, a pioneer in AI for filmmaking. They discuss the app CyberFilm AI, democratizing filmmaking with AI tools. Learn about AI's potential in enhancing creativity, supporting diverse storytelling, and the future of AI in Hollywood. Russell also shares insights on analyzing scripts, storytelling in various media formats, and the impact of rising blockbuster costs on original storytelling.
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Jun 13, 2024 • 54min

#193 Itamar Friedman: How CodiumAI is Making Bug-Free Code a Reality

Itamar Friedman, CEO of CodiumAI, discusses their goal of zero bugs in code and introduces tools like Codiumate and PR Agent. They explore flow engineering, AlphaCodium's efficiency, and AI's role in ensuring code quality. Learn how AI is revolutionizing software development and the future of coding.
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Jun 9, 2024 • 42min

#192 Lukas Biewald: How Weights and Biases Supercharges Machine Learning

Lukas Biewald, CEO & co-founder of Weights & Biases, discusses the importance of data annotation, reinforcement learning with human feedback, and the role of Weights and Biases in enhancing machine learning workflows. He also highlights the significance of tracking experiments, ensuring data compliance, and the transformative impact of AI on industries.

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