Chief Of Staff

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• Adaptbpe General Purpose SpecializedSpecialize BPE tokenizers.
• Can Reasoning Be TrustedScores LLM statistical reasoning for correctness, explanation quality, and rigor.
• Can Small Handle Context SummarizedBuilds customer-service chat that lets small models match large ones via summaries.
• Chart Specification Structural RepresentationsGenerate plotting code from chart descriptions and images.
• Correcting Proteomics Batch EffectsEvaluate and correct batch effects in proteomics data.
• CouncilRuns a live brainstorm where named teammates build on each other's ideas.
• DebateStages a live debate between opposing agents to pressure-test a decision.
• Deepread Document Structure Aware ReasoningIndexes long PDFs by structure so answers point to exact paragraphs.