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7/10

Beyond The Tool: AI Literacy Workshop Kit

A facilitated workshop curriculum for design schools and product teams that uses the 'tools shape us' framing to teach critical evaluation of AI features — beyond 'just use it well.'

Target user

Design educators and product ethics leads running AI training

Features
  • Four 90-minute session plans with readings on Heidegger's Gestell and tool politics
  • Real case studies (cars, hammers, AI assistants) adapted for student discussion
  • Group activity template mapping how a proposed AI feature reshapes user behavior
  • Slide deck and facilitator guide licensed per institution
Why now

The 'AI is just a tool' phrase ranks top-2 on Google and is shaping public and academic discourse; the author himself notes there's no better critical framework in circulation.

Signals · overall 7/10
Demand
7/10

Multiple established providers (AI for Education, litpartners.ai, ATD, Amii, SquareCX, TeachAI) actively selling AI literacy workshops to educators and product teams, and the 'AI is just a tool' critique has gone cross-platform viral (HN, Medium, Substack, WordPress) — indicating real demand for critical-framing alternatives.Professional Development Workshops — AI for EducationStop saying that AI is just a tool and it only matters how it is used

Whitespace
6/10

Adjacent space is crowded (AI for Education sells an 'Ethical Use of GenAI for Educators' workshop; Amii and ATD sell AI ethics workshops), but the specific Heidegger/Postphenomenology 'tools shape us' framing aimed at design schools and product ethics leads is a narrower niche with no direct competitor surfaced.Professional Development Workshops — AI for EducationAI Ethics — Alberta Machine Intelligence Institute

Monetization
5/10

Corporate/educator PD workshops clearly monetize (AI for Education runs an extensive paid PD catalog and courses), but selling a curriculum kit rather than delivered facilitation faces downward price pressure and depends on school PD budgets that are often modest; willingness-to-pay for a niche critical-theory add-on is unproven.Professional Development Workshops — AI for EducationAI for Instructional Design Workshop - ATD

Longevity
7/10

Critical AI literacy is a durable concern as AI features embed deeper into products; discourse shows the 'tools shape us' framing is gaining traction in academia and tech press, though the specific viral meme may cool — overall the underlying need (ethics training for designers) should persist for years.Why "AI is just a tool" is a dodge

Feasibility
9/10

A facilitated workshop kit is mostly authored content (slide decks, exercises, facilitator notes, reading lists) — no technical infrastructure, no model dependencies, minimal ongoing costs; shippable in weeks.How to Build Workshops for AI Literacy Training

Stop saying that AI is just a tool and it only matters how it is used · 19 points · 10 commentsHacker News · 2026-07-16 (8d ago)