Generation AI

GPT-5 review: what is it good for, reasoning on by default, hallucinations down, prompt rules change


Listen Later

GPT5 Launch and Model Architecture (00:00:00)

  • OpenAI announces GPT5 after multiple delays
  • Four model variants: GPT5, GPT5 Pro, GPT5 Mini, and GPT5 Nano
  • Introduction of intelligent router system that automatically selects models
  • Launch issues with router sending queries to wrong models initially

The Router Revolution: No More Model Selection (00:05:06)

  • How the router uses previous ChatGPT usage signals to train selection
  • Product decision to remove model dropdown confusion for users
  • Small model in front makes decisions based on task complexity
  • Users can influence selection by asking model to "think hard"

Dramatic Improvements in Accuracy (00:12:43)

  • 45% hallucination rate vs GPT4's 80% rate
  • Better data quality and reinforcement learning improvements
  • Focus on agentic behavior and context gathering
  • Tool calling accuracy improvements for real-world applications

Three Key Enhancement Areas (00:24:34)

  • Coding: Direct competition with Claude and Anthropic's models
  • Writing: Shorter, more concise, better quality outputs
  • Medical/Healthcare: Improved analysis of health documents and test results
  • Each area received specialized reinforcement learning

Developer Implementation Challenges (00:18:13)

  • Markdown disabled by default requiring explicit instructions
  • Shorter instructions work better than detailed prompts
  • Need to rethink system prompts and instruction patterns
  • Different behavior requires rewriting existing implementations

Pricing and Competitive Positioning (00:29:13)

  • GPT5 offers best price-to-performance ratio in market
  • 1/12 the cost of competing models like Claude Opus 4.1
  • Free tier users get access to GPT5 with routing
  • Pro tier ($200/month) provides research-grade intelligence

Real-World Implementation at element451 (00:20:11)

  • Immediate deployment for summarization and classification tasks
  • Evaluation ongoing for higher-stakes applications
  • Benefits of pluggable AI architecture for new models
  • Different models for different latency requirements

Market Impact and User Adoption (00:40:03)

  • Free user reasoning model usage jumped from 1% to 7% in days
  • Plus users increased from 7% to 24% reasoning model usage
  • Traffic doubled overnight causing serving challenges
  • OpenAI deprecating all previous models to focus resources

The Future of AI Assistants (00:43:22)

  • Evolution from assistant to "chief of staff" capability
  • Model knows when to act and how hard to think
  • Implications for higher education automation
  • Why institutions should adopt GPT5 immediately

- - - -

Connect With Our Co-Hosts:
Ardis Kadiu
https://www.linkedin.com/in/ardis/
https://x.com/ardis

Dr. JC Bonilla
https://www.linkedin.com/in/jcbonilla/
https://x.com/jbonillx

About 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 Kadiu
https://www.linkedin.com/in/ardis/
https://twitter.com/ardis

Dr. JC Bonilla
https://www.linkedin.com/in/jcbonilla/
https://twitter.com/jbonillx

About 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

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Generation AIBy Ardis Kadiu, Dr. JC Bonilla

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