You Learned AI as a Chatbot. Work Will Ask You to Manage One.
You can use a chatbot. That is one layer of four. From analytical models to agents to the open frontier, your job moves up toward judgment at every…
The Journal
Field notes, frameworks, and research on what it actually takes for students to enter an AI workforce, and what AI is doing to the entry-level jobs they’re aiming at.
19 articles · 12 categories
All articles
Showing 9 of 19
All 19
AI at Work 6
AI Case Studies 4
AI Foundations & Limits 3
AI How-To Guides 4
AI Interaction, Collaboration & Task Design 2
AI News & Trends 1
AI Skills & Careers 4
Business, Marketing & Communications Application 1
Critical Thinking & Verification 4
Data, Privacy & Confidentiality 1
Future Readiness & Continuous Learning 4
Responsible & Ethical Use 3
-
-
Confident and Wrong: Why Reasoning Models Still Make Things Up
The newest AI models reason better than ever, which makes them more dangerous, not less. Capability has outpaced reliability. Here is the gap nobody warns you about, and…
-
Your AI Doesn’t Know Anything: How LLMs Actually Work
Your AI does not know anything, it predicts text. Understanding how large language models actually work, through tokens and next-word prediction, is the one mental model that explains…