SMK Labs / Lecture

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Read the full inquiry data policyNotice version 2026-09-01
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Past lectures

Sessions actually delivered. We name the audience and the content, not the host organization.

  • Hands-on workshop2026-082 hours

    Winning government support programs with AI — building your own scoring app

    Audience
    Founders and staff in a startup incubation program

    From reading a call for proposals to self-scoring against its rubric, each participant built a scoring web app for their own company. The session covered free API keys, a company AI profile, building an app in plain language, wiring real data, and scheduled runs.

  • Practice-led training2026-062 hours

    Generative AI tools for social enterprise practitioners

    Audience
    Staff and leaders of social enterprises, social ventures, and support organizations

    Planning, promotion, proposals, and workflow automation using only free AI tools. Each participant left with their own company blurb, social posts, a one-page proposal draft, and prompts for recurring tasks, plus a checklist on privacy, copyright, and fact-checking.

  • Ten-session program with team projects2025-05 ~ 2025-072 hours × 10 sessions

    Building AI capability in public service — a learning cohort

    Audience
    Local government public servants

    Ten weekly two-hour sessions from May to July 2025. Participants were split across four tracks — workflow automation and reporting, chatbots and Q&A, documents and RAG, and broader AI adoption — and carried a six-week team project from topic selection through final presentation, with materials, assessment, and feedback provided.

  • Guest lecture2025-03

    Generative AI fundamentals

    Audience
    Graduate students

    From telling AI, machine learning, deep learning, and generative AI apart, through summarizing documents, building slides, and generating images. Participants compared ChatGPT, Claude, and Perplexity hands-on, and covered hallucination, privacy and copyright caveats, and research-backed prompting principles.

  • Two-day master class2025-028 periods × 2 days

    Generative AI one-day master class

    Audience
    Day 1 job seekers, Day 2 university students in Busan

    Two consecutive days for two different audiences, eight periods each. Tool comparison and seven core exercises — rewriting, question generation, summarizing, synonyms, sentiment, name generation, translation — ending with participants building and presenting their own output the same day.

  • Teacher training2024-11

    ChatGPT and generative AI fundamentals for teachers

    Audience
    Primary school teachers

    Generative AI scoped to what helps with lesson preparation and administrative work. After tool comparison and core exercises, extra time went to verifying hallucinations and to the privacy and copyright caveats that matter most in a school setting.

  • Guest lecture2024-11

    ChatGPT and generative AI fundamentals

    Audience
    University students

    What generative AI can actually do — summarizing documents, building slides, generating images and code — shown in the real tools, with a side-by-side comparison. Hallucination, copyright and privacy caveats, and prompting principles were covered alongside.

  • Three-day master class2024-093 days · 12 hours total

    Analyzing your market with generative AI — master class

    Audience
    Founders and aspiring founders

    Twelve hours across three days, focused on wiring generative AI into the work of starting a company. Participants compared tools for market and competitor research hands-on, then built and presented an output for their own venture.

  • In-house training2023-03

    Using AI to raise productivity

    Audience
    Company employees

    Delivered to a company in the months right after ChatGPT's public release. It separated what the tools could already do from what they could not, walked through real use cases, and treated hallucination with concrete examples.

Headcount and satisfaction figures are listed only when we can evidence them. None are listed here.