village/13_RESEARCH/05_Synthesis/2026-06-28_Deep_Research_Methodology_Framework_Synthesis.md

Deep Research Methodology Framework - Synthesis

Source

Full research result:

13_RESEARCH/04_Results/2026-06-28_Deep_Research_Methodology_Framework_Result.md

Main Use For Specus Village

This research is not a market insight about Specus Village itself. It is a methodology framework for improving how future deep research should be planned, requested, evaluated, and integrated.

The useful output is a stronger research operating system:

clearer briefs
better source standards
structured extraction
explicit limitations
quality assurance
synthesis before integration
traceable decisions

Research Quality Principles

Every future Specus Village research should include:

clear objective
research questions
scope and geography
inclusion and exclusion criteria
source hierarchy
source evaluation
extraction table or evidence table
key findings
limitations
risks and uncertainty level
recommendations
implications for strategy, product, operations, finance, content, or legal

Source Hierarchy

Prefer:

official government and regulatory sources
academic papers and peer-reviewed studies
reputable international organizations
industry reports by credible institutions
company websites and primary competitor materials
reputable business and trade media
expert interviews or practitioner notes

Use caution with:

anonymous blogs
affiliate content
outdated articles
unsourced social media posts
promotional claims without evidence
AI-generated summaries without source links

Minimum QA Standard

Each research result should answer:

What is fact?
What is interpretation?
What is assumption?
What is uncertain?
What needs local expert verification?
What would change a decision?

Practical Workflow Upgrade

Future research should follow this path:

Brief
Source search
Source screening
Data extraction
Analysis
Synthesis
QA check
Integration into project OS

Implication For Future ChatGPT Tasks

When creating future deep research briefs, ask ChatGPT to:

separate facts, interpretations, and assumptions
list sources with dates and links
include a source quality table
state limitations and confidence level
identify red flags
provide implementation recommendations
provide a concise synthesis for project documentation