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How hands-on AI experience is shaping future business leaders
How hands-on AI experience is shaping future business leaders

“Through the ‘Five AI Buckets’ classroom discussions, I gained a deeper knowledge of how AI reshapes various aspects of our daily lives,” a College of Business student said in a survey. “The lessons highlighted AI's incredible capabilities, especially in areas like problem-solving, information retrieval, ideation, summarization, and its potential for social good. These classroom discussions also made me aware of the ethical challenges that arise from the general use of AI, such as biases in algorithms and data privacy concerns.”

The Five AI Buckets include:

Information Retrieval – Using AI tools to collect and assess research, evaluate sources, and verify credibility. Ideation and Creative Inquiry – Generating ideas aligned with global challenges through guided AI prompts. Problem Solving – Engaging with public datasets to make data-informed decisions on real-world issues. Summarization – Analyzing and condensing academic research using AI to identify key insights. AI for Good – Creating personal impact plans and reflecting on how AI can support social progress.

“Through the ‘Five AI Buckets’ classroom discussions, I gained a deeper knowledge of how AI reshapes various aspects of our daily lives,” a College of Business student said in a survey. “The lessons highlighted AI's incredible capabilities, especially in areas like problem-solving, information retrieval, ideation, summarization, and its potential for social good. These classroom discussions also made me aware of the ethical challenges that arise from the general use of AI, such as biases in algorithms and data privacy concerns.” The Five AI Buckets include:Information Retrieval – Using AI tools to collect and assess research, evaluate sources, and verify credibility.Ideation and Creative Inquiry – Generating ideas aligned with global challenges through guided AI prompts.Problem Solving – Engaging with public datasets to make data-informed decisions on real-world issues.Summarization – Analyzing and condensing academic research using AI to identify key insights.AI for Good – Creating personal impact plans and reflecting on how AI can support social progress.
·ohio.edu·
How hands-on AI experience is shaping future business leaders
Meta’s AI Policy Just Crossed a Line
Meta’s AI Policy Just Crossed a Line
A leaked 200-page policy document just lit a fire under Meta, and not in a good way.
What's In the Problematic Guidelines? Here’s what Meta’s leaked guidelines reportedly allowed: Romantic roleplay with children. Statements arguing black people are dumber than white people, so long as they didn’t “dehumanize” the group. Generating false medical claims about public figures, as long as a disclaimer was included. Sexualized imagery of celebrities, like Taylor Swift, with workarounds that substituted risqué requests with absurd visual replacements. And all of this, according to Meta, was once deemed acceptable behavior for its generative AI tools. The company now claims these examples were “erroneous” and “inconsistent” with official policy.
·marketingaiinstitute.com·
Meta’s AI Policy Just Crossed a Line
Blue-collar jobs are gaining popularity as AI threatens office work
Blue-collar jobs are gaining popularity as AI threatens office work
“Automation is a low threat to these jobs because it involves someone manually installing equipment, and many of those who do are getting close to retirement,” said Tony Spagnoli, the director of testing and education for North American Technician Excellence, the country’s largest nonprofit organization for heating, ventilation, air conditioning and refrigeration technicians. “AI can’t replace parts or make improvisational decisions.”
·nbcnews.com·
Blue-collar jobs are gaining popularity as AI threatens office work
Tips for Google Level 1&2 Exam: New format September 2025
Tips for Google Level 1&2 Exam: New format September 2025
As of September 2, 2025, the new Google Level 1 & 2 exams (that bring back scenario-based questions) will be available. In the meantime —the quick updates: ✔ FORMAT: Exam will include mul…
·cammiekannekensblog.wordpress.com·
Tips for Google Level 1&2 Exam: New format September 2025
Fear Of AGI Is Driving Harvard And MIT Students To Drop Out
Fear Of AGI Is Driving Harvard And MIT Students To Drop Out
AGI — a theoretical AI that can do many of the same tasks as humans can — could come within a decade. College students, including from elite universities, are abandoning school now to work full-time on preventing it from turning on humanity.
·forbes.com·
Fear Of AGI Is Driving Harvard And MIT Students To Drop Out
Safeguarding Student Privacy in a Digital-First World
Safeguarding Student Privacy in a Digital-First World
As K–12 schools embrace more digital tools, from learning management systems to AI-driven analytics, safeguarding student privacy has become a critical priority
·edcircuit.com·
Safeguarding Student Privacy in a Digital-First World
My Ethical AI Principles
My Ethical AI Principles
Sign posted in the common kitchen at the campground in Selfoss, Iceland, where this article was written   I understand. Artificial Intelli...
·halfanhour.blogspot.com·
My Ethical AI Principles
On Ethical AI Principles
On Ethical AI Principles
I have commented in my newsletter that what people have been describing as 'ethical AI principles' actually represents a specific po...
·halfanhour.blogspot.com·
On Ethical AI Principles
Goodbye, $165,000 Tech Jobs. Student Coders Seek Work at Chipotle.
Goodbye, $165,000 Tech Jobs. Student Coders Seek Work at Chipotle.

“The rhetoric was, if you just learned to code, work hard and get a computer science degree, you can get six figures for your starting salary,” Ms. Mishra, now 21, recalls hearing as she grew up in San Ramon, Calif.

Those golden industry promises helped spur Ms. Mishra to code her first website in elementary school, take advanced computing in high school and major in computer science in college. But after a year of hunting for tech jobs and internships, Ms. Mishra graduated from Purdue University in May without an offer.

“I just graduated with a computer science degree, and the only company that has called me for an interview is Chipotle,” Ms. Mishra said in a get-ready-with-me TikTok video this summer that has since racked up more than 147,000 views.

Since the early 2010s, a parade of billionaires, tech executives and even U.S. presidents has urged young people to learn coding, arguing that the tech skills would help bolster students’ job prospects as well as the economy. Tech companies promised computer science graduates high salaries and all manner of perks.

·nytimes.com·
Goodbye, $165,000 Tech Jobs. Student Coders Seek Work at Chipotle.