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OpenJul 30, 2026
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•Last updated Head calibration, precision, generalization, and the model-side work that makes a claim trustworthy.
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Build the 73 indicative aroma heads up to confident (precision, not AUROC, is the bar)
area:aromaOpenPOM aroma model + sidecarOpenPOM aroma model + sidecararea:dataDatasets, sources, column mappingDatasets, sources, column mappingarea:trainingPython dataset build + model trainingPython dataset build + model trainingenhancementNew feature or requestNew feature or requestStatus: Open.#262 In echelonts/flavormancer;model(mouthfeel): broaden the tingling head — it barely generalizes
area:aromaOpenPOM aroma model + sidecarOpenPOM aroma model + sidecararea:trainingPython dataset build + model trainingPython dataset build + model trainingenhancementNew feature or requestNew feature or requestStatus: Open.#247 In echelonts/flavormancer;research(model): GNN for structure→property vs the RandomForest heads
area:aromaOpenPOM aroma model + sidecarOpenPOM aroma model + sidecararea:trainingPython dataset build + model trainingPython dataset build + model trainingenhancementNew feature or requestNew feature or requestStatus: Open.#199 In echelonts/flavormancer;research(model): chirality-aware reads (R/S) — data-gated
area:aromaOpenPOM aroma model + sidecarOpenPOM aroma model + sidecararea:trainingPython dataset build + model trainingPython dataset build + model trainingenhancementNew feature or requestNew feature or requestStatus: Open.#218 In echelonts/flavormancer;data(safety): food-safe flag accuracy — US FEMA-GRAS coverage + restricted-use molecules
area:dataDatasets, sources, column mappingDatasets, sources, column mappingStatus: Open.#226 In echelonts/flavormancer;feat(safety): multi-axis safety profile — food-safe / aroma-only / inhalation
area:dataDatasets, sources, column mappingDatasets, sources, column mappingenhancementNew feature or requestNew feature or requestStatus: Open.#210 In echelonts/flavormancer;feat(safety): dosage & handling warnings for hazardous compounds
area:dataDatasets, sources, column mappingDatasets, sources, column mappingenhancementNew feature or requestNew feature or requestStatus: Open.#254 In echelonts/flavormancer;research(model): learned mixture model — suppression & synergy (data-gated)
area:trainingPython dataset build + model trainingPython dataset build + model trainingenhancementNew feature or requestNew feature or requestStatus: Open.#252 In echelonts/flavormancer;