In this episode of Generally AI, Roland and Anthony explore the theme of "sold out" and delve into the world of GPUs, hot sauce, and beer. The hosts cover CUDA-enabled GPUs and parallel programming patterns. Then they explore the parallels between the scarcity of GPUs and Sriracha hot sauce; the historical context of GPU shortages; and how beer and college students can model supply chain dynamics.

Read a transcript of this interview: https://www.infoq.com/podcasts/sold-out/

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Transcript

Generally AI Episode 4: Sold Out!

In this episode of the Generally AI podcast, hosts Roland and Anthony explore the fascinating world of audio waves by discussing the history of Fourier analysis and how the Fast Fourier Transform (FFT) revolutionized signal processing with its efficiency. They then shift to song recognition apps like Shazam and their underlying algorithms: breaking songs into snippets and using techniques such as the FFT or neural networks.

Read a transcript of this interview: https://www.infoq.com/podcasts/generally-ai-making-waves/

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Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies.
https://qconsf.com/ 


The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

- The InfoQ Podcast https://www.infoq.com/podcasts/ 
- Engineering Culture Podcast by InfoQ https://www.infoq.com/podcasts/#engineering_culture 
- Generally AI Podcast www.infoq.com/generally-ai-podcast/

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Generally AI Episode 5: Making Waves

In this season finale of the Generally AI podcast, Roland and Anthony delve into the problems of mapping and localization, exploring methods such as stars, sextants, and the importance of precise clocks in determining longitude. They then cover navigation methods for mobile robots and self-driving cars, including behavior-based robotics and simultaneous localization and mapping (SLAM). The podcast concludes with insights from special guest Ashley Clark, a former NASA engineer, on spacecraft navigation. Stay tuned for Season 2 of Generally AI, coming this summer!

Read a transcript of this interview: https://www.infoq.com/podcasts/generally-ai-you-are-here/

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https://devsummit.infoq.com/ 

QCon San Francisco (November 18-22, 2024)
Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies.
https://qconsf.com/ 


The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

- The InfoQ Podcast https://www.infoq.com/podcasts/ 
- Engineering Culture Podcast by InfoQ https://www.infoq.com/podcasts/#engineering_culture 
- Generally AI Podcast www.infoq.com/generally-ai-podcast/

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Generally AI Episode 6: You Are Here

Hosts Roland and Anthony discuss how AI is being used to make creativity more accessible. While some Generative AI content lacks variety and artistic depth, there is potential for AI to assist human creators rather than replace them. They also explore the challenge of evaluating generative AI models. Unlike with non-generative AI models, Gen AI evaluation lacks clear ground truth, especially for creative tasks such as image generation or music creation. The conversation covers different evaluation methods for language models and image generation systems, including metrics like BLEU, ROUGE, BERTScore, and CLIPScore, as well as the role of human judges in ranking AI outputs.

Read a transcript of this interview: https://bit.ly/3XTkjmO 

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- Engineering Culture Podcast by InfoQ www.infoq.com/podcasts/#engineering_culture
- Generally AI www.infoq.com/generally-ai-podcast/

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Generally AI - Season 2 - Episode 1: Generative AI and Creativity

In this podcast, Roland Meertens and Anthony Alford discuss their favorite algorithms, starting with the etymology of the word "algorithm." They explore the Fibonacci sequence and the many algorithms for computing it. Roland introduces the concept of probabilistic counting, focusing on the HyperLogLog algorithm, which can be used to estimate the count of unique items. Meertens also shares his own personal algorithm for estimating how many people he talks to at conferences.

Read a transcript of this interview: https://bit.ly/3XKJZ3V

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Generally AI - Season 2 - Episode 2: Fantastic Algorithms and Where to Find Them

In this episode of Generally AI, Roland Meertens and Anthony Alford discuss the historical cycles of AI "summers" and "winters": periods of optimism and decline in AI research. The conversation follows the story of neural networks, from Rosenblatt’s perceptron, to the resurgence of AI with backpropagation and deep learning in the 2010s. They also explore the potential for a future "AI Winter", as technological advances face both hype and skepticism. They then discuss the A* search algorithm, which was developed in 1968 and remains a key tool in AI and computer science. The algorithm's lasting relevance and flexibility make it useful across fields like mapping, video games, and even chess engines.

Read a transcript of this interview: https://bit.ly/3BxgaMW

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Generally AI - Season 2 - Episode 3: Surviving the AI Winter

In this podcast, Roland Meertens and Anthony Alford discuss coordinate systems, both in AI and the physical world. They explore how a library's classification systems mirror the concept of embeddings in AI, where documents are organized based on similarity and how AI tools like RAG use vector spaces to efficiently retrieve the right content. They then discuss physical coordinate systems and how different countries have developed various schemes to represent the Earth’s surface, such as the UK's Ordnance Survey and the Netherlands' Rijksdriehoekscoördinaten.

Read a transcript of this interview: https://bit.ly/3A6oUsL

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The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

- The InfoQ Podcast https://www.infoq.com/podcasts/ 
- Engineering Culture Podcast by InfoQ https://www.infoq.com/podcasts/#engineering_culture 
- Generally AI: https://www.infoq.com/generally-ai-podcast/ 

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Generally AI - Season 2 - Episode 4: Coordinate Systems in AI and the Physical World

In this podcast, Roland and Anthony discuss the use of simulation of both musical instruments and robots. They explore how software and sampling techniques allow musicians to replicate the sounds of real instruments and to design better pianos before manufacturing. They discuss how robot simulations allow testing code safely in virtual environments, avoiding costly or dangerous real-world consequences. The conversation extends to frameworks like Gazebo, Unity, and reinforcement learning platforms, and also how simulations cannot always bridge the gap between training in virtual spaces and real-world execution.

Read a transcript of this interview: https://bit.ly/4ff74TB

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QCon London (April 7-9, 2025)
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https://qconlondon.com/ 

Save the date: InfoQ Dev Summit Boston (June 9-10, 2025)
Actionable insights on today’s critical dev priorities.


The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

- The InfoQ Podcast https://www.infoq.com/podcasts/ 
- Engineering Culture Podcast by InfoQ https://www.infoq.com/podcasts/#engineering_culture 
- Generally AI: https://www.infoq.com/generally-ai-podcast/ 

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Generally AI - Season 2 - Episode 5: Do Robots Dream of Electric Pianos?

In this podcast episode, Roland and Anthony discuss the Godfather of AI, Geoffrey Hinton, who developed pivotal algorithms like backpropagation, contributed to neural visualization with t-SNE, and inspired a resurgence in neural networks with AlexNet's success. Hinton now voices concerns about AI's future, addressing both its potential benefits and its risks. They then turn to John von Neumann, the Godfather of Programming, whose vast impact spanned mathematics, the Manhattan Project, and game theory, but most importantly: the von Neumann computer hardware architecture.

Read a transcript of this interview: https://bit.ly/3NGiTXb

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https://qconlondon.com/ 

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Actionable insights on today’s critical dev priorities.
devsummit.infoq.com/conference/boston2025

The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

- The InfoQ Podcast https://www.infoq.com/podcasts/ 
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Generally AI - Season 2 - Episode 6: The Godfathers of Programming and AI

In this special episode, Roland and Anthony meet at QCon San Francisco to discuss Time and Travel. Roland presents three case studies where temporal misunderstandings in data science led to poor predictive performance. Anthony tells the story of how the first Transcontinental Railroad shortened travel times between the East and West Coasts of the United States, and how some practices in the construction of that railroad were similar to practices in today’s software industry.

Read a transcript of this interview: https://bit.ly/49DH9TN

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InfoQ Dev Summit Munich (Save the date - October 2025)

QCon San Francisco 2025 (17-21, 2025)
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InfoQ Dev Summit New York (Save the date - December 2025)


The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

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perts.
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Generally AI: Time to Travel

Software engineers, architects and team leads have found inspiration to drive change and innovation in their team by listening to the weekly InfoQ Podcast. They have received essential information that helped them validate their software development map. We have achieved that by interviewing some of the top CTOs, engineers and technology directors from companies like Uber, Netflix and more. Over 1,200,000 downloads in the last 3 years.

New tracks tagged #Generally AI