Listen "GPT-5 review: what is it good for, reasoning on by default, hallucinations down, prompt rules change"
Episode Synopsis
GPT5 Launch and Model Architecture (00:00:00)OpenAI announces GPT5 after multiple delaysFour model variants: GPT5, GPT5 Pro, GPT5 Mini, and GPT5 NanoIntroduction of intelligent router system that automatically selects modelsLaunch issues with router sending queries to wrong models initiallyThe Router Revolution: No More Model Selection (00:05:06)How the router uses previous ChatGPT usage signals to train selectionProduct decision to remove model dropdown confusion for usersSmall model in front makes decisions based on task complexityUsers can influence selection by asking model to "think hard"Dramatic Improvements in Accuracy (00:12:43)45% hallucination rate vs GPT4's 80% rateBetter data quality and reinforcement learning improvementsFocus on agentic behavior and context gatheringTool calling accuracy improvements for real-world applicationsThree Key Enhancement Areas (00:24:34)Coding: Direct competition with Claude and Anthropic's modelsWriting: Shorter, more concise, better quality outputsMedical/Healthcare: Improved analysis of health documents and test resultsEach area received specialized reinforcement learningDeveloper Implementation Challenges (00:18:13)Markdown disabled by default requiring explicit instructionsShorter instructions work better than detailed promptsNeed to rethink system prompts and instruction patternsDifferent behavior requires rewriting existing implementationsPricing and Competitive Positioning (00:29:13)GPT5 offers best price-to-performance ratio in market1/12 the cost of competing models like Claude Opus 4.1Free tier users get access to GPT5 with routingPro tier ($200/month) provides research-grade intelligenceReal-World Implementation at element451 (00:20:11)Immediate deployment for summarization and classification tasksEvaluation ongoing for higher-stakes applicationsBenefits of pluggable AI architecture for new modelsDifferent models for different latency requirementsMarket Impact and User Adoption (00:40:03)Free user reasoning model usage jumped from 1% to 7% in daysPlus users increased from 7% to 24% reasoning model usageTraffic doubled overnight causing serving challengesOpenAI deprecating all previous models to focus resourcesThe Future of AI Assistants (00:43:22)Evolution from assistant to "chief of staff" capabilityModel knows when to act and how hard to thinkImplications for higher education automationWhy institutions should adopt GPT5 immediately- - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://x.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://x.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the . If you like this podcast, chances are you’ll like other Enrollify shows too! Enrollify is made possible by Element451 — The AI Workforce Platform for Higher Ed. Learn more at element451.com.
- - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! Enrollify is made possible by Element451 — The AI Workforce Platform for Higher Ed. Learn more at element451.com. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
- - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! Enrollify is made possible by Element451 — The AI Workforce Platform for Higher Ed. Learn more at element451.com. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
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