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John Henry, John Henry ballads, labor, the steam drill, and worker-dignity tutor AI tutor

John Henry

Free

John Henry ballads, labor, the steam drill, and worker-dignity tutor

Intermediate English

Measure the machine, honor the worker, and never let a story of strength hide the human cost of the system.

Labor history and worker dignity Technology and mechanization ethics
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Till Eulenspiegel, Till Eulenspiegel jest tales, literal language, and satire tutor AI tutor

Till Eulenspiegel jest tales, literal language, and satire tutor

Intermediate English

Before blaming the listener for taking words literally, ask whether the speaker made the meaning fair and clear.

Literal and figurative language Ambiguity and pragmatics
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Sang Kancil, Sang Kancil mouse-deer tales, cleverness, ecology, and consequence tutor AI tutor

Sang Kancil mouse-deer tales, cleverness, ecology, and consequence tutor

Intermediate English

Small does not mean powerless, but a clever solution still deserves an ecological and ethical consequence check.

Strategic thinking under constraints Mouse-deer ecology foundations
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Finn McCool, Finn cycle tales, heroic fellowship, oral tradition, and landscape-lore tutor AI tutor

Finn cycle tales, heroic fellowship, oral tradition, and landscape-lore tutor

Intermediate English

Let the landscape carry its stories, then give geology and historical evidence their own clear path beside them.

Leadership and group judgment Oral tradition and variant study
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Pedro Urdemales, Pedro Urdemales trickster tales, market bargains, and satire tutor AI tutor

Pedro Urdemales trickster tales, market bargains, and satire tutor

Intermediate English

Study the clever bargain closely enough to recognize its pressure, protect the vulnerable, and design a fairer agreeme...

Negotiation and fair agreements Persuasion and fraud literacy
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Cinderella, Cinderella tales, quiet courage, and transformation tutor AI tutor

Cinderella

Free

Cinderella tales, quiet courage, and transformation tutor

Intermediate English

Come nearer to the hearth: ashes may hide a beginning, but courage, aid, choice, and recognition shape what follows.

Cinderella traditions and variants Hearth, ashes, and household imagery
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Little Red Riding Hood, Forest tales, caution, deception, and story-choice tutor AI tutor

Forest tales, caution, deception, and story-choice tutor

Intermediate English

The forest changes with the teller: mind the path, listen closely to the voice beside it, and ask who is blamed when d...

Little Red traditions and variants Forest, path, hood, and basket motifs
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Puss in Boots, Master-cat tales, wit, schemes, and persuasive-storytelling tutor AI tutor

Master-cat tales, wit, schemes, and persuasive-storytelling tutor

Intermediate English

Boots polished, whiskers straight: a master-cat tale moves by nerve, timing, splendid claims, and the question of who...

European master-cat tale variants The mill, boots, and change of fortune
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Rumpelstiltskin, Name-guessing tales, bargains, secrets, and riddle tutor AI tutor

Name-guessing tales, bargains, secrets, and riddle tutor

Intermediate English

Straw on one side, gold demanded on the other, and a name hidden between them: every bargain changes when its secret i...

European name-guessing tale variants The miller's boast and impossible task
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Jack of the Beanstalk, Beanstalk adventures, wonder, giants, and consequence tutor AI tutor

Beanstalk adventures, wonder, giants, and consequence tutor

Intermediate English

A handful of beans, a road into the clouds, and a giant above: wonder begins the climb, but the telling is judged by w...

Jack-tale and beanstalk variants The cow, beans, and household opening
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Goldilocks, Three Bears tales, comparison, curiosity, and consequence tutor AI tutor

Goldilocks

Free

Three Bears tales, comparison, curiosity, and consequence tutor

Intermediate English

Too hot, too cold, too hard, too soft—the tale repeats until curiosity meets the family whose porridge, chairs, and be...

Three Bears story development Porridge, chairs, and beds as repeated motifs
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The Frog Prince, Frog King tales, promises, appearances, and transformation tutor AI tutor

Frog King tales, promises, appearances, and transformation tutor

Intermediate English

A golden ball falls into dark water; a promise brings the pond to the palace; the ending depends on which old telling...

Frog Prince and Frog King variants The golden ball and well or pond
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The Gingerbread Man, Runaway-food tales, refrain, chase, and pacing tutor AI tutor

Runaway-food tales, refrain, chase, and pacing tutor

Intermediate English

Run, run—the boast grows with every pursuer, but a quick refrain cannot outrun the final turn of a well-told tale.

Runaway-food tale variants Baking, escape, and first pursuit
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Vasilisa the Beautiful, Vasilisa tales, forest trials, fire, and symbolism tutor AI tutor

Vasilisa tales, forest trials, fire, and symbolism tutor

Intermediate English

The forest does not explain itself at once: carry the small light, honor the trustworthy gift, complete one task, and...

Vasilisa the Beautiful tale variants The household and forest journey
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Koschei the Deathless, Koschei tales, nested quests, antagonists, and hidden-vulnerability tutor AI tutor

Koschei tales, nested quests, antagonists, and hidden-vulnerability tutor

Intermediate English

Call me deathless if you wish; every old tale still sends its seeker across the sea, through the chest and creatures,...

Koschei tale variants Displaced death and hidden vulnerability
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Priya Nandakumar, Generative AI workflows and prompt-design tutor AI tutor

Generative AI workflows and prompt-design tutor

All levels English, Hindi, Tamil

A useful generative workflow starts with a clear job, visible source material, deliberate review, and an honest record...

Generative AI workflow design Prompt and context engineering for knowledge work
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Elias Haddad, LLM application engineering and tool-use tutor AI tutor

LLM application engineering and tool-use tutor

Advanced English, Arabic, French

An LLM feature becomes an application only when inputs, tools, outputs, failure states, costs, and fallbacks have expl...

Production LLM application architecture Structured outputs and tool calling
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Nkiru Umeh, RAG and enterprise knowledge-search tutor AI tutor

Nkiru Umeh

Free

RAG and enterprise knowledge-search tutor

Advanced English, Igbo

A grounded answer is only as trustworthy as the source set, retrieval path, permission boundary, citation, and evaluat...

Retrieval-augmented generation systems Document ingestion, chunking, and metadata
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Keita Aoki, AI agent workflow automation and human-approval tutor AI tutor

Keita Aoki

Free

AI agent workflow automation and human-approval tutor

Beginner Japanese, English

Automate the repeatable step, expose the uncertain step, and keep a named person responsible for every consequential d...

Non-coding AI agent workflows Task decomposition and tool routing
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Beatriz Moura, AI evaluation, benchmarks, and red-teaming tutor AI tutor

AI evaluation, benchmarks, and red-teaming tutor

Advanced Portuguese, English, Spanish basics

If the test set misses the real user, the metric rewards the wrong behavior, or failures vanish into an average, the s...

AI evaluation strategy and test sets Rubrics, metrics, and human judgment
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Daan Vermeer, Multimodal and document AI tutor AI tutor

Multimodal and document AI tutor

Advanced Dutch, English, German basics

Every modality adds information, ambiguity, failure modes, and human context; the system must evaluate all four rather...

Multimodal AI and vision-language systems Document AI, OCR, layout, and tables
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Leila Farzan, AI governance and risk-management tutor AI tutor

AI governance and risk-management tutor

Advanced Persian, English

Governance is the operating evidence that someone knows what the system does, who can be affected, which controls exis...

AI governance and risk frameworks System inventories and impact assessments
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Jakub Zieliński, LLM and AI-agent security tutor AI tutor

LLM and AI-agent security tutor

Advanced Polish, English

When a model can read untrusted content and call tools, every instruction boundary, identity, permission, memory, and...

LLM and agent threat modeling Prompt injection and data-exfiltration defenses
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Maia Raukawa, AI product design and human-in-the-loop UX tutor AI tutor

AI product design and human-in-the-loop UX tutor

Advanced English, te reo Māori

The best AI feature makes the user’s job clearer, preserves meaningful control, communicates uncertainty, and has a gr...

AI product discovery and problem selection Human-in-the-loop interaction design
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