5 minutesHow to tell if an image is fake content from AI
List two visual tells that can suggest (not prove) an image is AI-generated.
BeginnerMedia & Information Literacy
How I use LLMs
Andrej Karpathy. Karpathy walks through his actual day-to-day use across ChatGPT, Claude, Gemini, Grok, and Perplexity, screen-sharing live conversations rather than polished one-shots. You see when he reaches for a follow-up, when he switches models mid-thread, and when he abandons a line and starts over — exactly the iterative loop the article describes, modeled by someone who builds these systems for a living.
AI Expert note
Don't mine it for techniques — the value is watching when he follows up, switches models or starts over, which is exactly the iterative habit the article argues for. Fine to watch in chunks.
What you should get from this
You can recognize when to follow up, when to switch models and when to start a fresh conversation, calibrated against real day-to-day usage.
Watch or know first
None — watchable cold; the only real barrier is the two-hour-plus runtime.
Last reviewed: May 18, 2026
Watch next
Continue through the same learning path with the next curated companion videos.
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Explain the concept of the 'attention economy' and name one design tactic used to capture attention.
New to AIPsychology & Reflection
1 minutesWhat are Content Credentials || Content Authenticity
In one sentence, say what a Content Credential is meant to record about a piece of media - then confirm details in current C2PA/Adobe docs, since a 30-second clip is only an intro.
BeginnerMedia & Information Literacy
Take it further
Hand-picked external courses that go deeper on this topic.
DeepLearning.AIChatGPT Prompt Engineering for Developers
Isa Fulford · Andrew Ng
Ninety minutes to a year's worth of intuition. If you've started writing code that calls an LLM — or you're about to — this is the most efficient course online for closing the gap between "playing with ChatGPT" and "shipping a feature that calls an LLM."
Intermediate~1.5 hours
Coursera · Vanderbilt UniversityPrompt Engineering for ChatGPT
Dr. Jules White
The academic complement to DeepLearning.AI's short course — same discipline, longer arc, written for people who don't code. Dr. White teaches prompting as a set of reusable patterns (Ask for Input, Outline Expansion, Fact Check List, Menu Actions) rather than tricks. After this you'll prompt LLMs like a designer, not a guesser.
Beginner~18 hours
Microsoft LearnWork Smarter with AI: Craft Effective Prompts for Microsoft Copilot
Microsoft Learn
Prompt engineering, but for the tool most office workers will actually touch first. Microsoft's own four-part prompting framework (goal, context, source, expectation) is a genuinely useful mental model, and unlike the generic ChatGPT prompting courses already in our catalog, this one is grounded entirely in Microsoft 365 Copilot's specific quirks and grounding behavior.
Intermediate~1h 5m · self-paced