- Explicitly separate established facts (high-confidence
multiply-corroborated) from informed interpretations (moderate-confidence
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99,347 skills indexed with the new KISS metadata standard.
multiply-corroborated) from informed interpretations (moderate-confidence
checking for selection bias
confidence level
unstated assumptions
temporal context
identify confounding variables
divergent findings (contradictory claims)
data methodology is undisclosed
distinguishing between foundational works that remain authoritative and outdated information superseded by newer findings
isolated claims
news aggregation
author domain expertise
source accessed
identify major themes
expand entity networks
including which source types will be most authoritative
concepts
evaluation
methodology documentation
evidence-backed narratives that distinguish fact from interpretation
targeted deep dives
publication venue
temporal progression
identify ambiguities