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Use-case stack · educators, consultants

Presentations & workshop slides

Structure talks and workshops; keep demos honest and code live when possible.

AI outlines slides; you own the demo risk. Prefer local diagrams over stock AI fluff.

Preferred / primary

Web LLM / chat

Claude

Anthropic models strong at long-context writing, code review, and careful analysis.

In this stack: Talk structure, timing, and speaker notes.

Web Image

Canva Magic Studio

Design suite with AI image/layout helpers for thumbnails and simple graphics.

In this stack: Visual deck when you are not in PowerPoint hell.

Strong alternatives

Web LLM / chat

ChatGPT

OpenAI’s mainstream chat + tools product for writing, code, and analysis.

In this stack: Slide bullet drafts.

Supporting tools

Web Research

NotebookLM

Google’s source-grounded notebook for multi-doc Q&A and study guides.

In this stack: Ground the talk on handouts/PDFs.

Web Image

Ideogram

Image model known for stronger text-in-image rendering.

In this stack: Title slide graphics with text.

Stacks are editorial starting points — swap tools when policy, budget, or hardware demands it.