Blog
Essays on the all-in-one AI workspace, the Personal Context Graph, and the economics of consolidating your AI subscriptions — from the team building Aurora.
- Aug 26, 2026· 8 min
Which AI model should you use? A task-by-task guide
GPT, Claude, Gemini, Perplexity, DeepSeek — a practical map of which model to reach for on reasoning, long documents, live research, coding and cheap bulk work, and why paying three vendors to hedge is the expensive way to answer this.
Read article - Aug 25, 2026· 7 min
RAG vs chatbot memory: why your AI keeps forgetting
Chatbot 'memory' and retrieval-augmented generation solve different problems, and confusing them is why assistants feel amnesiac. What each actually does, where each breaks, and which one makes an AI useful over months.
Read article - Aug 24, 2026· 6 min
How to audit your AI subscriptions: a 30-minute checklist
A step-by-step audit for working out what you actually spend on AI each month, which tools overlap, what to cancel first, and how to consolidate without losing the work you've already done.
Read article - Aug 22, 2026· 6 min
AI flashcards and spaced repetition: skip the deck-building
Spaced repetition is the most evidence-backed study technique there is. Building the decks is why people quit. Here's how AI-generated cards plus SM-2 scheduling turn notes you already took into retention.
Read article - Aug 5, 2026· 6 min
The all-in-one AI workspace: replace 8+ AI subscriptions with one login
Why an AI-native workspace beats a stack of point tools — the economics, the context problem, and how Aurora bundles AI chat, creation, knowledge, and planning into one subscription.
Read article - Aug 4, 2026· 7 min
What is a Personal Context Graph? The cross-module AI memory that makes a workspace smart
Point AI tools forget everything between apps. A Personal Context Graph gives your AI one private memory that spans chat, notes, tasks, and creation — here's how it works and why it's the real moat of an all-in-one workspace.
Read article - Aug 3, 2026· 5 min
AI subscription fatigue: the real cost of stacking 8+ AI tools
The average AI power user now pays for ChatGPT, Claude, Perplexity, an image generator, a notes app and more. Here's the true monthly cost, the hidden context tax, and the case for consolidation.
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