Open lessons chronologically—the early slots embed bundled long-form authoring, while later drills rotate prompt templates and operational checklists seeded per lesson.
Orientation to large language models, diffusion, and responsible use in product settings.
Open lesson →Structure prompts for clarity, constraints, and outputs you can verify.
Open lesson →How text becomes tokens and why limits matter for RAG and long documents.
Open lesson →When to fine-tune vs prompt vs LoRA, and how alignment methods change behavior.
Open lesson →Ground answers in your documents without stuffing everything into the prompt.
Open lesson →Move beyond vibes: offline metrics, human eval, and production monitoring.
Open lesson →Why models confabulate and how to reduce harm with citations and tools.
Open lesson →Threat modeling for GenAI features your team ships.
Open lesson →Images, audio, and video alongside text: opportunities and cost.
Open lesson →Incident-shaped `Orientation: modality and responsibility` walkthrough. mix `98519`; digest `Orientation: modality and responsibility`.
Open lesson →Hands-on `Prompt literacy checkpoints` escalation rehearsal. mix `170451`; digest `Prompt literacy checkpoints`.
Open lesson →Teaching `Prompt literacy checkpoints` with operational nouns. mix `113180`; digest `Prompt literacy checkpoints`.
Open lesson →Hands-on `Prompt literacy checkpoints` escalation rehearsal. mix `180076`; digest `Prompt literacy checkpoints`.
Open lesson →Synthetic GenAI `Prompt literacy checkpoints` vignette. mix `172257`; digest `Prompt literacy checkpoints`.
Open lesson →Incident-shaped `Prompt literacy checkpoints` walkthrough. mix `158653`; digest `Prompt literacy checkpoints`.
Open lesson →Incident-shaped `Prompt literacy checkpoints` walkthrough. mix `98967`; digest `Prompt literacy checkpoints`.
Open lesson →Runnable `Prompt literacy checkpoints` policy-adjacent note. mix `101863`; digest `Prompt literacy checkpoints`.
Open lesson →Deterministic `Prompt literacy checkpoints` practise lab. mix `162557`; digest `Prompt literacy checkpoints`.
Open lesson →Teaching `Prompt literacy checkpoints` with operational nouns. mix `98598`; digest `Prompt literacy checkpoints`.
Open lesson →Bench `Prompt literacy checkpoints` with templated artefacts. mix `112569`; digest `Prompt literacy checkpoints`.
Open lesson →Teaching `Tokenization and budgeting intuition` with operational nouns. mix `178911`; digest `Tokenization and budgeting intuition`.
Open lesson →Runnable `Tokenization and budgeting intuition` policy-adjacent note. mix `210940`; digest `Tokenization and budgeting intuition`.
Open lesson →Hands-on `Tokenization and budgeting intuition` escalation rehearsal. mix `159040`; digest `Tokenization and budgeting intuition`.
Open lesson →Runnable `Tokenization and budgeting intuition` policy-adjacent note. mix `165561`; digest `Tokenization and budgeting intuition`.
Open lesson →Synthetic GenAI `Tokenization and budgeting intuition` vignette. mix `172164`; digest `Tokenization and budgeting intuition`.
Open lesson →Teaching `Tokenization and budgeting intuition` with operational nouns. mix `203126`; digest `Tokenization and budgeting intuition`.
Open lesson →Runnable `Tokenization and budgeting intuition` policy-adjacent note. mix `263851`; digest `Tokenization and budgeting intuition`.
Open lesson →Hands-on `Tokenization and budgeting intuition` escalation rehearsal. mix `213158`; digest `Tokenization and budgeting intuition`.
Open lesson →Runnable `Tokenization and budgeting intuition` policy-adjacent note. mix `146744`; digest `Tokenization and budgeting intuition`.
Open lesson →Deterministic `Tokenization and budgeting intuition` practise lab. mix `251302`; digest `Tokenization and budgeting intuition`.
Open lesson →