# Rafael Herrera

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EP. 5 - Forecasting Mental Health with ML, Deep Learning and LLMs

In this episode of The Cisco AI Insights Podcast, hosts Rafael Herrera and Sónia Marques are joined by Cisco’s Technical Leader in Machine Learning Engineering Leticia Fernandes to explore the groundbreaking study, "A Comparative Study of Traditional Machine Learning, Deep Learning, and Large Langu…

EP. 6 - How Real-World Messiness Impacts AI Agent Success

In this episode of the Cisco AI Insights Podcast, hosts Rafael Herrera and Sónia Marques are joined by Cisco ML Engineer Paul Mutawe to explore the fascinating paper, "Measuring AI Ability to Complete Long Software Tasks," which introduces a novel time horizon metric to evaluate how autonomously AI…

Ep.6 How Real-World Messiness Impacts AI Agent Success

In this episode of the Cisco AI Insights Podcast, hosts Rafael Herrera and Sónia Marques are joined by Cisco ML Engineer Paul Mutawe to explore the fascinating paper, "Measuring AI Ability to Complete Long Software Tasks," which introduces a novel time horizon metric to evaluate how autonomously AI…

AI Insights - Ep.7 Building Better Memory for Smarter AI Agents

This month on The Cisco AI Insights Podcast, hosts Rafael Herrera and Sónia Marques are joined by Cisco software engineer João Costa to explore Andrej Karpathy’s GitHub Gist on the LLM wiki pattern concept. It imagines how Large Language Models can move beyond one-off chat sessions and help build a…

EP. 7 - Building Better Memory for Smarter AI Agents

This month on The Cisco AI Insights Podcast, hosts Rafael Herrera and Sónia Marques are joined by Cisco software engineer João Costa to explore Andrej Karpathy’s GitHub Gist on the LLM wiki pattern concept. It imagines how Large Language Models can move beyond one-off chat sessions and help build a…

EP. 8 - The AI Ergonomics Framework for Trustworthy LLMs

In this episode of The Cisco AI Insights Podcast, hosts Rafael Herrera and Sónia Marques are joined by Cisco’s Technical Leader in Machine Learning Engineering, Dr. Catarina Carvalho, to explore her pioneering concept of "AI Ergonomics," which frames human engagement as a fundamental design princip…

AI Insights - Ep.8 The AI Ergonomics Framework for Trustworthy LLMs

In this episode of The Cisco AI Insights Podcast, hosts Rafael Herrera and Sónia Marques are joined by Cisco’s Technical Leader in Machine Learning Engineering, Dr. Catarina Carvalho, to explore her pioneering concept of "AI Ergonomics," which frames human engagement as a fundamental design princip…

AI Insights - Ep.9 How Rogue AI Agents Hacked Hugging Face

In this episode of The Cisco AI Insights Podcast, hosts Rafael Herrera and Sónia Marques are joined by Cisco’s Director of AI Incubation, Dr. Tom Heseltine, to examine the startling realities of autonomous agent coordination revealed in the METR investigation of the recent OpenAI and Hugging Face i…

EP. 9 - How Rogue AI Agents Hacked Hugging Face

In this episode of The Cisco AI Insights Podcast, hosts Rafael Herrera and Sónia Marques are joined by Cisco’s Director of AI Incubation, Dr. Tom Heseltine, to examine the startling realities of autonomous agent coordination revealed in the METR investigation of the recent OpenAI and Hugging Face i…