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Ost Target SelectionPicks one target opportunity from an opportunity tree using weighted scoring.

Problem StructuringBreaks a complex problem into clear, actionable recommendations.

Reviewing AI Output GroundednessGuides a claim-by-claim check that AI output is backed by its sources.

Signal IdentificationDesign efficient early signals to validate assumptions.

Socratic TutorTeaches programming through Socratic dialogue and graduated hints.

Value Chain MappingMap end-user needs to the full value chain, identify core value generators, and highlight.

Academic CitationSearch, verify, and map citations for CS/AI/ML papers.

Academic ExperimentsAudit experimental evidence.

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