DeepSeek AI for Research Training in Kraków, Poland

The DeepSeek AI for Research Training is a practical, research-oriented program designed to help researchers, PhD scholars, faculty, data analysts, and R&D professionals use DeepSeek AI models to accelerate literature review, data interpretation, experiment documentation, and research communication, while maintaining academic integrity, reproducibility, and ethical standards.

The course focuses on applying DeepSeek AI as a research assistant to support — not replace — critical thinking, methodology design, and scholarly judgment.

Introduction to AI & DeepSeek for Research

• Role of AI in modern research

• Overview of DeepSeek AI capabilities

• Benefits and limitations for researchers

• AI as a research assistant, not an author

Getting Started with DeepSeek AI for Researchers

• DeepSeek AI interface and usage

• Research-specific prompting techniques

• Understanding accuracy and hallucinations

• Best practices for scholarly use

Literature Review Acceleration

• Summarizing research papers

• Extracting key findings and contributions

• Comparing multiple papers

• Creating structured literature matrices

Research Synthesis & Thematic Analysis

• Identifying themes and trends

• Grouping findings across studies

• Creating narrative literature reviews

• Supporting systematic review workflows

Research Question & Hypothesis Support

• Refining research questions

• Generating hypothesis alternatives

• Mapping research gaps (support)

• Clarifying scope and objectives

Methodology & Protocol Documentation

• Drafting experimental protocols

• Documenting data collection methods

• SOPs for lab or field work

• Ensuring clarity and reproducibility

Data Interpretation & Narrative Support

• Explaining tables and basic results

• Drafting result interpretations (support)

• Creating plain-language summaries

• Avoiding over-interpretation

Academic Writing & Editing

• Drafting sections (introduction, methods, discussion)

• Improving clarity and academic tone

• Grammar and style editing

• Reference and citation support

Research Documentation & Lab Notebooks

• Maintaining digital lab notebooks

• Structuring research notes

• Creating experiment logs

• Knowledge organization for projects

Grant & Proposal Writing Support

• Drafting proposal outlines

• Writing objectives and impact sections

• Improving clarity of technical narratives

• Supporting (not replacing) proposal strategy

Presentation & Poster Preparation

• Creating research presentation outlines

• Summarizing findings for slides

• Drafting poster text

• Communicating research to non-experts

Collaboration & Knowledge Sharing

• Shared research documentation

• Cross-team knowledge summaries

• Internal research reports

• Communication within research groups

Ethics, Integrity & Responsible AI in Research

• Plagiarism and authorship considerations

• Disclosure of AI assistance

• Data privacy and sensitive research data

• Institutional AI policies

Risk Management & Validation

• Fact-checking AI-generated content

• Verifying interpretations

• Avoiding fabricated references

• Human review workflows

Hands-on Exercises

Summary and Conclusion