app.live — the AI cheatsheet 
a vellestrae tool // now on the app store

the AI cheatsheet

boost your AI knowledge today.

your personal guide to AI fluency — 228+ expert-written definitions designed for professionals who work with AI every day but didn't study computer science. you don't need a tech background to understand AI — you need a cheatsheet.

status       live on app store
version      2.0
platform     iOS (iPhone)
terms        228+ and growing
✦ crafted, not generated — every definition hand-written
vellestrae // the AI cheatsheet
all foundations models people
transformer architecture
the architecture behind every major AI model. reads entire sequences at once using attention.
✦ "every model you've heard of — GPT, Claude, Gemini — runs on transformer architecture."
attention concept
lets the model focus on relevant parts of the input when generating output.
Geoffrey Hinton person
the godfather of deep learning. won the Turing Award. then quit Google to warn us.
search
browse
quiz
saved
what's inside

seven layers of understanding.
not just definitions.

in brief + in depth

every term includes a quick summary you can scan in seconds, and an in-depth explanation that builds real understanding. two speeds, one entry.

the cocktail party line

the one sentence that makes you sound like you've been in the field for years. every entry has one. memorize it before the meeting.

analogy engine

each concept connected to something familiar. neural networks as kitchens, embeddings as seating charts. the bridge between intuition and understanding.

quiz mode

test yourself with multiple-choice questions drawn from the full glossary. filter by category or difficulty. tap "learn more" to dive deeper into any term.

often confused with

clears up the terms people mix up most. fine-tuning vs. training. parameters vs. hyperparameters. the distinctions that actually matter.

bookmark + sync

save terms to your personal collection. track recently viewed. sign in with Apple and your bookmarks follow you across devices.

content preview

228+ terms and counting.
the ones that actually come up.

foundations & models
neural network beginner
transformer inter.
large language model beginner
diffusion model inter.
attention mechanism inter.
CNN inter.
GPT beginner
embeddings inter.
backpropagation advanced
gradient descent advanced
people, events & ethics
Geoffrey Hinton beginner
Jensen Huang beginner
launch of ChatGPT beginner
invention of backprop inter.
AI governance beginner
algorithmic accountability inter.
dual use inter.
differential privacy advanced
Anthropic beginner
OpenAI beginner
practical AI & language
hallucination beginner
prompt engineering beginner
RAG inter.
tokenization inter.
inference inter.
edge computing inter.
fine-tuning inter.
RLHF advanced
transfer learning inter.
API beginner
+ 198 more — with new terms, figures, and events added regularly
who it's for

the early adopters in every room.

the executive

in the room when AI strategy gets decided, but didn't come up through engineering. needs fluency, fast.

the creative

using AI tools daily but wants to understand the mechanics — not just the magic. the poet who wants to know how the typewriter works.

the consultant

advising clients on AI transformation. can't afford to look uninformed when a CTO drops a term they've never heard.

the curious

just deeply interested in where the world is going. reads everything, wants to understand everything. this is for you.

app.status — live
$app.query — the AI cheatsheet
→ terms loaded: 228+
→ categories: 8
→ quiz mode: active
→ status: live on app store
$query platform
→ iOS (iPhone) // native app
→ android: coming soon
$query pricing
→ free for first 100 users (lifetime)
→ freemium model coming soon
$download.now()

download it.
master the most relevant terms in AI.

whether you need a quick refresher before a meeting, want to quiz yourself on the basics, or want to build deep AI literacy over time — the AI cheatsheet is the reference you'll actually use every day. free for the first 100 users.

download on the app store
// iOS only for now — android coming soon