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| # Nobody has had the incentive to abstract circular APIs at planetary level and open them | | # Nobody has had the incentive to abstract circular APIs at planetary level and open them |
| # We can’t scale scoring to 36K categories alone | | # We can’t scale scoring to 36K categories alone |
− | | + | ==== Complicated data acquisition ==== |
− | ==== 1. Product loose their barcodes after purchase (or never had one) ==== | + | ===== Product loose their barcodes after purchase (or never had one) ===== |
| # We will allow guided search to find your product (or approximate it / create it) | | # We will allow guided search to find your product (or approximate it / create it) |
| ## TV >> Sony >> Flat | | ## TV >> Sony >> Flat |
| # We could imagine integration with popular object recognition frameworks | | # We could imagine integration with popular object recognition frameworks |
− | ==== 1bis.Getting REALLY all objects online ==== | + | ===== Getting REALLY all objects online ===== |
| * Getting REALLY all objects online (even without a barcode) | | * Getting REALLY all objects online (even without a barcode) |
| ** Creating a reusable open object graph | | ** Creating a reusable open object graph |
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| *** Allow association of this QRCode with a barcode, giving extra-benefits for the users | | *** Allow association of this QRCode with a barcode, giving extra-benefits for the users |
| * Grow micro-communities around objects | | * Grow micro-communities around objects |
− | ==== 2.Collaboratively mapping carbon emissions, starting with top categories ==== | + | ===== Very slow lifecycle ===== |
| + | * Food is a "fast moving consumer goods" in the sense that it gets bought, used and discarded quickly, thus increasing the speed of data collection on Open Food Facts |
| + | * You don't own 20 TVs in your lifetime, and so core contributors of Open Food Facts will see their impact limited. |
| + | * Here's [https://docs.google.com/spreadsheets/d/1p_wGUQlyolvMbXLEQIpMkSiXRQmVM4loJNwVa4wWtoY/edit#gid=0 a spreadsheet analysing that] |
| + | ==== Collaboratively mapping carbon emissions of 46K categories, starting with top categories ==== |
| * Carbon emissions assessments exist for many categories already | | * Carbon emissions assessments exist for many categories already |
| * They are not mapped with public knowledge graphs and standard vocabularies, limiting their use | | * They are not mapped with public knowledge graphs and standard vocabularies, limiting their use |
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| * Document unpublished LCA results made by companies & researchers on Wikidata | | * Document unpublished LCA results made by companies & researchers on Wikidata |
| | | |
− | ==== 2.Scaling to 36K goods categories thanks to UN/GS1 Vocabs ==== | + | ==== Scaling to 36K goods categories thanks to UN/GS1 Vocabs ==== |
| * Scaling to 36K goods categories thanks to UN/GS1 Vocabs | | * Scaling to 36K goods categories thanks to UN/GS1 Vocabs |
| ** Those describe anything from a rubber duck to surgery instruments | | ** Those describe anything from a rubber duck to surgery instruments |
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| ** They provide a foundation for collaborative augmentation around circularity | | ** They provide a foundation for collaborative augmentation around circularity |
| | | |
− | ==== 4.We can’t scale scoring to 36K categories alone ==== | + | ==== Scoring: We can’t scale scoring to 36K categories alone ==== |
| * Turn product analysis and deciphering into partner platforms | | * Turn product analysis and deciphering into partner platforms |
| ** Creating a bespoke analysis and scoring system for each of 36K categories is a lot of work | | ** Creating a bespoke analysis and scoring system for each of 36K categories is a lot of work |
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| | | |
| ==== A new hope: Large Language Models ==== | | ==== A new hope: Large Language Models ==== |
| + | * Ability to generate data models |
| + | * [https://github.com/openfoodfacts/openfoodfacts-ai/issues/296 Use LLMs to create data models for Open Products Facts categories] |
| | | |
| === 3.Creating the missing open APIs for the Circular Economy === | | === 3.Creating the missing open APIs for the Circular Economy === |