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Research Workflow Blog

Practical notes on AI literature review, screening, synthesis, and citation audit.

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Transform your research workflow with AI-powered literature analysis and synthesis

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Research workflows

Explore focused guides for literature reviews, PubMed workflows, citation audits, and PRISMA-lite review planning.

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Citation AuditResearch Workflow

ChatGPT Fake Citations: Why AI Invents References and How to Avoid It

ChatGPT and other LLMs frequently generate citations that look real but do not exist. Here is why hallucinated references happen, how to detect them, and safer workflows for AI-assisted literature reviews.

2026/07/06
LitSynth Team
Citation AuditResearch Workflow

Why citation audit belongs inside AI literature review tools

AI-assisted literature review drafts need citation audit because fluent paragraphs can still contain unsupported claims, weak evidence coverage, or missing source context.

2026/05/08
LitSynth Team
Citation AuditResearch Workflow

LitSynth vs chatbots for literature review writing

A practical comparison of workflow-first literature review software and general chatbots for researchers who need search, screening, citations, and auditability.

2026/05/08
LitSynth Team
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