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Universities Need to Teach AI Skills
Universities are forcing students to sign AI use policies while employers expect AI fluency on day one. The junior engineering role isn't dead—it's evolved. But universities are doing students a massive disservice by banning the exact tools they'll need to succeed in the workforce. Meanwhile, one professor is running experiments where students compare Gemini vs. Claude solving problems end-to-end. That's the education students actually need.
In this provocative discussion, our panel argues that universities must urgently shift from banning AI to teaching AI skills—while also addressing the harder question of how juniors learn the business when AI now does the spreadsheet work that used to be their training ground. The answer might be a return to apprenticeship models.
In this video, you'll learn:
✅ Why "junior engineer is dead" misses the point (the role evolved, not died)
✅ How AI use policies harm students entering an AI-first workforce
✅ Real teaching example: Students comparing DeepNote, Hex, Gemini, and Claude
✅ The landscape design app story: Non-engineers building valuable tools
✅ The bigger problem: How juniors learn business when AI does their training tasks
✅ Why apprenticeship models might replace traditional junior roles
Follow the Gang:
Nicole Kosky, Senior Director of Services, AnswerRocket - https://www.linkedin.com/in/nicole-kosky-5b9a3b6/
Stew Chisam, Operating Partner, StellarIQ - https://www.linkedin.com/in/stewart-chisam-7242543/
Jim Johnson, Managing Partner, AnswerRocket - https://www.linkedin.com/in/jim-johnson-bb82451/
Shanti Greene, Head of Data Science and AI Innovation, AnswerRocket - https://www.linkedin.com/in/shantigreene/
Chapters:
00:00 The University Failure: AI Bans While Employers Expect AI Skills
01:24 Teaching It Right: Comparing Tools and Models in Graduate Programs
02:38 The Apprenticeship Question: How Juniors Learn Business Now
03:30 When Spreadsheets Taught Business: What Replaces That Training?
Are universities preparing students for the AI-first workplace? What should change?
#JuniorEngineers #AIinEducation #UniversityPolicy #AISkills #Apprenticeship #EducationReform #WorkforcePreparation
____________________________________________________________________
SUBSCRIBE TO OUR PODCAST
AI, Actually
Tired of the AI hype? So are we. Welcome to AI, Actually: the podcast that cuts through the noise and gets real about how artificial intelligence can work for your business. In each episode, our resident AI and business transformation experts–along with occasional industry guests–hold a candid, jargon-free conversation on what it takes to get actual value from AI.
Join us as we tackle topics like: the real difference between the latest LLM models, why generic AI can't make sense of your messy company data, how to get your GenAI use case off the ground, and what the rise of AI agents means for your business. This is your practical playbook for putting AI to work. No PhD required.
AI, Actually is produced by AnswerRocket. Since 2013, our enterprise AI solutions have helped Fortune 500 companies achieve measurable results through their AI transformations. This podcast is where we share what we’ve learned.
____________________________________________________________________
LEARN MORE ABOUT ANSWERROCKET
https://answerrocket.com/
FOLLOW US ON SOCIAL MEDIA
Facebook: https://www.facebook.com/answerrocket/
Instagram: https://www.instagram.com/answerrocket/
LinkedIn: https://www.linkedin.com/company/answerrocket/
Twitter: https://twitter.com/AnswerRocket
Видео Universities Need to Teach AI Skills канала AnswerRocket
In this provocative discussion, our panel argues that universities must urgently shift from banning AI to teaching AI skills—while also addressing the harder question of how juniors learn the business when AI now does the spreadsheet work that used to be their training ground. The answer might be a return to apprenticeship models.
In this video, you'll learn:
✅ Why "junior engineer is dead" misses the point (the role evolved, not died)
✅ How AI use policies harm students entering an AI-first workforce
✅ Real teaching example: Students comparing DeepNote, Hex, Gemini, and Claude
✅ The landscape design app story: Non-engineers building valuable tools
✅ The bigger problem: How juniors learn business when AI does their training tasks
✅ Why apprenticeship models might replace traditional junior roles
Follow the Gang:
Nicole Kosky, Senior Director of Services, AnswerRocket - https://www.linkedin.com/in/nicole-kosky-5b9a3b6/
Stew Chisam, Operating Partner, StellarIQ - https://www.linkedin.com/in/stewart-chisam-7242543/
Jim Johnson, Managing Partner, AnswerRocket - https://www.linkedin.com/in/jim-johnson-bb82451/
Shanti Greene, Head of Data Science and AI Innovation, AnswerRocket - https://www.linkedin.com/in/shantigreene/
Chapters:
00:00 The University Failure: AI Bans While Employers Expect AI Skills
01:24 Teaching It Right: Comparing Tools and Models in Graduate Programs
02:38 The Apprenticeship Question: How Juniors Learn Business Now
03:30 When Spreadsheets Taught Business: What Replaces That Training?
Are universities preparing students for the AI-first workplace? What should change?
#JuniorEngineers #AIinEducation #UniversityPolicy #AISkills #Apprenticeship #EducationReform #WorkforcePreparation
____________________________________________________________________
SUBSCRIBE TO OUR PODCAST
AI, Actually
Tired of the AI hype? So are we. Welcome to AI, Actually: the podcast that cuts through the noise and gets real about how artificial intelligence can work for your business. In each episode, our resident AI and business transformation experts–along with occasional industry guests–hold a candid, jargon-free conversation on what it takes to get actual value from AI.
Join us as we tackle topics like: the real difference between the latest LLM models, why generic AI can't make sense of your messy company data, how to get your GenAI use case off the ground, and what the rise of AI agents means for your business. This is your practical playbook for putting AI to work. No PhD required.
AI, Actually is produced by AnswerRocket. Since 2013, our enterprise AI solutions have helped Fortune 500 companies achieve measurable results through their AI transformations. This podcast is where we share what we’ve learned.
____________________________________________________________________
LEARN MORE ABOUT ANSWERROCKET
https://answerrocket.com/
FOLLOW US ON SOCIAL MEDIA
Facebook: https://www.facebook.com/answerrocket/
Instagram: https://www.instagram.com/answerrocket/
LinkedIn: https://www.linkedin.com/company/answerrocket/
Twitter: https://twitter.com/AnswerRocket
Видео Universities Need to Teach AI Skills канала AnswerRocket
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26 апреля 2026 г. 16:00:25
00:04:08
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