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SRC02 — sroberts LLM-SATs — Scorecard

Research R0049 — Landscape Scan
Run 2026-03-31-02
Query Q001
Source SRC02

Source Information

Field Value
Title LLM SATs FTW
URL https://sroberts.io/posts/llm-sats-ftw/
Authors Scott Roberts
Publication Personal blog + GitHub
Date 2024 (estimated)
Type Open-source tool + blog post

Summary Ratings

Dimension Rating
Reliability Medium
Relevance High
Overall Medium-High

Rationale

Domain Assessment
Authority Individual practitioner; not peer-reviewed
Methodology Practical implementation with published code
Currency Recent (2024)
Objectivity Educational project, no commercial bias
Scope Covers 3 of 66 SATs — limited but functional
Corroboration Based on Heuer & Pherson's published SATs methodology

Evidence Extracts

Evidence ID Summary
SRC02-E01 Implements 3 SATs (Starbursting, ACH, Key Assumptions Check) via LLM