{"podcast":{"title":"Higher Intelligence","slug":"higher-intelligence-6721297","podcast_index_feed_id":6721297,"rss_url":"https://feeds.simplecast.com/34l7JQin","website_url":"https://higher-intelligence.simplecast.com","image_url":"https://image.simplecastcdn.com/images/6ad2ccee-cab7-4e69-b49f-f9a0930c47aa/c872de36-9f8c-448f-839b-a0274fa5cff6/3000x3000/final.jpg?aid=rss_feed","author":"Enrollify","episode_count":136,"summary":"The Higher Intelligence podcast delivers smart takes on AI and EdTech for the next-generation campus. Hosted by EdTech executive, data scientist, and professor Dr. JC Bonilla, the show breaks down the most important AI stories, explains how the technology works, and translates hype into real implications for higher education leaders. Join us twice weekly for clear thinking with no noise — just AI and EdTech, explained for higher education.","last_synced_at":"2026-07-21T16:19:48.996249+00:00","page_url":"https://stenobird.com/podcast/higher-intelligence-6721297"},"episode":{"title":"Navigating AI Imperfection and Evaluation","slug":"navigating-ai-imperfection-and-evaluation","published_at":"2026-02-24T08:00:00+00:00","page_url":"https://stenobird.com/podcast/higher-intelligence-6721297/navigating-ai-imperfection-and-evaluation","show_page_url":"https://stenobird.com/podcast/higher-intelligence-6721297","url":"https://higher-intelligence.simplecast.com/episodes/navigating-ai-imperfection-and-evaluation-6up7nRau","audio_url":"https://afp-232483-injected.calisto.simplecastaudio.com/9e1df961-05bd-43c4-97c5-74c3f315a7ba/episodes/3039c12d-2215-4487-8d7b-742b3965da62/audio/128/default.mp3?aid=rss_feed&awCollectionId=9e1df961-05bd-43c4-97c5-74c3f315a7ba&awEpisodeId=3039c12d-2215-4487-8d7b-742b3965da62&feed=34l7JQin","summary":"Stella Liu joins JC explore the complexities of AI trust and evaluation in higher education. They discuss AI’s imperfect nature, the latest trends in open-source agents, and strategies for measuring and deploying AI responsibly. The conversation highlights practical approaches to scenario-based testing, differentiates between frontier models and endpoint solutions, and emphasizes balancing convenience, security, and academic integrity. Gain actionable insights for building rigorous evaluation frameworks and embracing AI as a “perfectly imperfect” tool for next-generation campuses.","meta_description":"Stella Liu joins JC explore the complexities of AI trust and evaluation in higher education. They discuss AI’s imperfect nature, the latest trends in open…","key_points":[],"chapters":[],"topics":[],"duration_seconds":3447,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/higher-intelligence-6721297/episodes/navigating-ai-imperfection-and-evaluation/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/higher-intelligence-6721297/navigating-ai-imperfection-and-evaluation.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}