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AI tools for research and source verification

AI resource index and instructions

Turn a broad topic into an answerable question, such as which teams each of three options suits and what evidence supports that judgment. Decide whether you need current web pages, research papers or analysis of supplied files. Check source presentation and runtime requirements, then open citations to verify them rather than assuming a link proves a conclusion.

Prepare, choose and finish the task

  1. Define the question, audience, inclusion and exclusion scope, date requirements and three to five comparison dimensions.
  2. Use resources that can retrieve external sources for current information. For supplied documents, provide the originals and keep analysis within that source set.
  3. Separate facts, inferences and items requiring validation. Record sources, publication dates and applicability, then sample-check major conclusions.

A task you can try

Compare the three business options below by audience, prerequisites, pricing basis and limitations. Prefer official sources and cite sources and dates for each point. Mark unavailable details as “needs verification.” Use the supplied team requirements to explain suitability, keeping source facts separate from judgments.

Check the output

  • Important sources open, and their dates and content support the specific claims.
  • Comparison dimensions and pricing bases align, and inferences are not presented as source-confirmed facts.
  • Counterexamples, limitations and missing information are explicit, and conclusions answer the original question.

Resources and source guidance to compare

ChatGPT · work and learning assistant

Draft, organize material and analyze files through conversation. Describe a task and refine the result; file, research and other capabilities depend on the account plan.

Editorial use guide

Gemini Notebook · source-grounded research

NotebookLM is now Gemini Notebook. Add documents, web pages or supported audio sources to ask questions, organize notes and inspect citations for learning, research and training.

Editorial use guide

Perplexity · web research with sources

Search the web through questions and receive answers with sources for public research and follow-up questions. Open original pages to verify dates and conclusions.

Editorial use guide

Gemini · writing and learning assistant

Draft content, explain questions and organize material through conversation; file and research capabilities depend on region and account plan.

Editorial use guide

Copilot · everyday information and writing

Use web conversation to research, discuss questions and draft text; Microsoft 365 enterprise integrations have separate product and licensing requirements.

Editorial use guide

Lindy · email and meeting assistant

Configure an everyday work assistant through account connections for emails, meeting information and follow-up tasks; behavior depends on enabled integrations and permissions.

Editorial use guide

Google ADK · Agent development framework

Build Agents, tools and multi-step flows in Python and inspect behavior through developer interfaces or tests, for teams able to implement and configure models.

Editorial use guide

instrument data to allotrope

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstrea

Imported source metadata; verify setup at the official source.

competitive brief

Create a competitive analysis brief for one or more competitors or a feature area. Use when informing product strategy or feature prioritization, building sales battle cards, prepping board or investor materials, or deciding where to differ

Imported source metadata; verify setup at the official source.

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