Research & write

Researchers, analysts, students, report writers and professionals preparing briefings.

Before you start

Basic draft verification. No coding required. Use the shared foundation if AI tools are unfamiliar.

Tools and access

A browser and text editor. Live source discovery needs browsing; all supplied exercises also work offline.

Your evidence of capability

A sourced briefing, claim ledger, conflict log and revision record.

Planning estimate

4 hours 7 minutes of reading and practice. Authored estimate, not measured learner time. Shared foundations and optional deeper study add time.

Start your first focused lesson →

Six lessons, increasing independence

Each lesson includes a worked example, a separate task, acceptance criteria, review notes and a knowledge check. The capstone combines the skills in a new case.

1. 01
   Turn a broad question into a research brief

   Define an answerable question and the evidence required to answer it.

   Get started · 9 min read + 20 min practice

2. 02
   Build a source register and resolve conflicting versions

   Choose applicable evidence and document unresolved conflicts.

   Get started · 9 min read + 20 min practice

3. 03
   Construct a claim ledger before drafting

   Trace each consequential assertion to supporting evidence.

   Apply independently · 9 min read + 30 min practice

4. 04
   Write a briefing that separates findings from recommendations

   Produce a concise report with traceable reasoning and limits.

   Apply independently · 9 min read + 30 min practice

5. 05
   Research across long documents without losing provenance

   Build a synthesis that remains correct when sources are split or revised.

   Handle complex work · 9 min read + 30 min practice

6. 06
   Capstone: deliver a defensible decision briefing

   Produce and audit an independent research package.

   Handle complex work · 12 min read + 60 min practice

Revisit shared foundations when needed

• Supply context, task and standards
• Verify evidence and unsupported claims
• Distinguish model, harness and data paths

These links open the existing general-course lessons; they do not create duplicate copies or completion records.

Adapt the work to your model and tools

Text-only assistant

Use supplied text. Ask for a plan or draft; do not claim browsing, code execution or file access that was unavailable.

Tool-enabled application or harness

Record which tools actually run, allowed files and actions, approval boundaries and observable results. Tools are optional unless the task needs them.

Local or cloud deployment

Inspect inference, retrieval, connectors, logs and storage separately. Use only authorized environments for real data; training fixtures are fictional.

Higher-capability or frontier model

Evaluate the exact task and configuration. Capability does not supply missing evidence or grant permission. No provider ranking or guarantee is implied.

Offline alternative

Use the supplied inputs and inspect the worked example manually. Builder exercises use local deterministic Python. No paid account or live model call is required.

Content revision 2026-10-03. Examples are authored fictional fixtures. Self-review is not independent grading, certification or operational approval.