See It
Compare two short sources and show where the interpretation remains uncertain.
Atlas capability 1B
Think, Reason, Analyze, and Learn
Help me make sense of the material.
Choose AI assistance with interpretation: question, compare, explain, analyze, test ideas, and learn from a bounded set of material.
The participant may use sources gathered through 1A, bring their own collection, or define another bounded corpus. Evidence status and exact source locators should survive every transformation.
What this can include
- Turn a vague curiosity into useful questions and lines of inquiry.
- Summarize and compare selected sources, arguments, evidence, and perspectives.
- Identify patterns, contradictions, uncertainty, and disagreement.
- Test interpretations, counterarguments, scenarios, and tradeoffs.
- Explain difficult ideas at different levels.
- Create study guides, quizzes, flash cards, and learning plans.
Try It
Use a prepared evidence packet to ask questions, test an explanation, and inspect citations.
Build It
Create a source-grounded tutor or analysis workbench with evaluation and uncertainty checks.
Current tool map · checked August 13, 2026
Tools that may help
These are representative options, not rankings or endorsements. Prices are dated United States dollar orientations; open the official page before choosing or paying.
OpenAI
ChatGPT
A general multimodal assistant for questions, sources, writing, images, data, voice, and connected work.
- Cost snapshot
- Free tier; Go $8/month in the US, Plus $20/month, and Pro $200/month. API usage is separate.
- Good fit
- beginner; See It, Try It, Build It
- Access
- web, desktop, mobile, api
Anthropic
Claude
A general assistant for source work, analysis, writing, coding, and long-form collaboration.
- Cost snapshot
- Free tier; Pro $20/month, Max 5x $100/month, and Max 20x $200/month. API billing is separate.
- Good fit
- beginner; See It, Try It, Build It
- Access
- web, desktop, mobile, api
Consensus
Consensus
A research search and synthesis interface focused on scholarly literature.
- Cost snapshot
- Free access advertised; a stable public USD paid entry price was not confirmed.
- Good fit
- beginner; See It, Try It, Build It
- Access
- web
Elicit
Elicit
A literature-search and extraction workspace for papers and systematic-review tasks.
- Cost snapshot
- Free Basic plan; Plus $11 per user/month when billed $132 annually.
- Good fit
- guided beginner; See It, Try It, Build It
- Access
- web
Flourish
Flourish
A browser tool for creating interactive data visualizations, maps, scrollytelling, and presentations.
- Cost snapshot
- Free public tier; a stable public USD paid entry price was not confirmed.
- Good fit
- guided beginner; See It, Try It, Build It
- Access
- web
Gemini
Google’s multimodal assistant for questions, research, creation, code, and Workspace-connected tasks.
- Cost snapshot
- Free tier; paid consumer plan price was not confirmed from the public first-party page during this pass.
- Good fit
- beginner; See It, Try It, Build It
- Access
- web, mobile, api
Google AI Studio
A browser workbench for experimenting with Gemini models and turning prompts into API prototypes.
- Cost snapshot
- Free development allowance plus model-, token-, and media-metered Gemini API pricing.
- Good fit
- guided beginner; See It, Try It, Build It
- Access
- web, api
xAI
Grok
xAI’s assistant for conversation, reasoning, current public conversation, images, voice, and API work.
- Cost snapshot
- Free access appears available; a stable first-party consumer USD entry price was not confirmed. API pricing is model-specific.
- Good fit
- beginner; See It, Try It, Build It
- Access
- web, mobile, api
LM Studio
LM Studio
A desktop application for downloading and running compatible language models locally with chat and a local API.
- Cost snapshot
- Free download shown; no paid entry price confirmed.
- Good fit
- technical; See It, Try It, Build It
- Access
- desktop, local, api
NotebookLM
A source-grounded notebook that chats with a bounded collection and creates study, audio, and video artifacts.
- Cost snapshot
- Free access; higher limits come through Google AI or Workspace plans. A stable public USD entry price was not confirmed.
- Good fit
- beginner; See It, Try It, Build It
- Access
- web
Notion
Notion
A collaborative workspace for documents, wikis, databases, project notes, publishing, and optional AI assistance.
- Cost snapshot
- Free plan; a stable public USD paid entry price was not confirmed.
- Good fit
- beginner; See It, Try It, Build It
- Access
- web, desktop, mobile, api
Obsidian
Obsidian
A local Markdown knowledge base that can connect notes, sources, plugins, and AI-assisted workflows.
- Cost snapshot
- Core app is free for personal and commercial use; Sync, Publish, and some services are separately priced.
- Good fit
- guided beginner; See It, Try It, Build It
- Access
- desktop, mobile, local
Ollama
Ollama
A local model runner and API for downloading, serving, and integrating compatible language models.
- Cost snapshot
- Free open-source runner; hardware and model licenses are separate.
- Good fit
- technical; See It, Try It, Build It
- Access
- desktop, local, api
Perplexity
Perplexity
A web-search answer engine that returns linked sources and supports deeper research workflows.
- Cost snapshot
- Free tier; a stable consumer USD entry price was not confirmed from the public first-party page.
- Good fit
- beginner; See It, Try It, Build It
- Access
- web, mobile, api
PhET
PhET Interactive Simulations
A library of interactive science and mathematics simulations for exploration and teaching.
- Cost snapshot
- Free under published licensing and attribution terms.
- Good fit
- beginner; See It, Try It, Build It
- Access
- web, desktop, mobile
Allen Institute for AI
Semantic Scholar
A free scholarly search engine and API for discovering papers, authors, citations, and related work.
- Cost snapshot
- Free public search and API access within documented limits.
- Good fit
- beginner; See It, Try It, Build It
- Access
- web, api
Stellarium
Stellarium
A free open-source planetarium that renders the sky for a chosen place, date, time, and equipment view.
- Cost snapshot
- Free open-source desktop software; mobile variants may differ.
- Good fit
- beginner; See It, Try It, Build It
- Access
- desktop, web, mobile, local
Wolfram
Wolfram|Alpha
A computational knowledge engine for calculations, data, formulas, and structured factual queries.
- Cost snapshot
- Free basic access and paid Pro; a stable public USD entry price was not confirmed.
- Good fit
- guided beginner; See It, Try It, Build It
- Access
- web, mobile, api
Run this even when the list looks current
Find current tools and prices
Product names, access, plans, and limits change. Copy this prompt into an assistant with current web access.
I want to analyze and explain a clearly bounded source collection, distinguish evidence from inference, show uncertainty, and offer counterinterpretations for a curiosity event or learning project. Find useful tools that are available today. Assume I may not be technically experienced. Prefer official product, documentation, and pricing pages. For each tool include a plain-language description, the easiest first step, access method, required account or installation, free plan or trial, current consumer subscription price, current API or credit cost, important limits, privacy and data-use considerations, output ownership, and direct official links. Separate subscriptions from usage pricing. Show United States dollar prices, state the date checked, label anything unconfirmed instead of guessing, and remind me to verify the official pricing page before spending money.Trust boundary
Human judgment remains in charge.
Interpretation begins only by participant choice. A fluent explanation is a hypothesis to inspect, not proof.