AI Tools

AI Tools for Research: Beyond Just Asking ChatGPT

General chatbots are a starting point for research, not the whole toolkit — these tools fill in what they're weak at.

Using a general AI chatbot for all research is a common habit that leaves real capability on the table. A few specialized tools handle research tasks meaningfully better.

Perplexity for sourced answers

Every claim comes with a citation you can actually check — a meaningful upgrade over a general chatbot's unsourced, sometimes fabricated references.

Elicit for academic paper research

Built specifically for finding and summarizing academic papers, with structured extraction of findings — far more useful than general search for scholarly work.

Consensus for evidence-based questions

Searches specifically across published research to answer "what does the evidence say" style questions, rather than generating a plausible-sounding answer from general knowledge.

Google Scholar, still

AI tools complement, but don't yet fully replace, direct access to the academic literature itself — especially for anything requiring genuinely rigorous sourcing.

The pattern: match the tool to the task. A general chatbot for exploring an idea, a specialized tool when accuracy and sourcing genuinely matter.

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