{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:R4AJQIUE2L2YALKEZJWQWB44CZ","short_pith_number":"pith:R4AJQIUE","canonical_record":{"source":{"id":"2501.14334","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-24T08:58:49Z","cross_cats_sorted":["cs.CY","cs.LG"],"title_canon_sha256":"d5e6932d5303c9dfbbd2e58c9114fe964c7a59ff24ad068b9efa8fed02b6d485","abstract_canon_sha256":"31ed2407acac4eec1946752a9643ceeef870a443bf533d2de2edf649eaf2913a"},"schema_version":"1.0"},"canonical_sha256":"8f00982284d2f5802d44ca6d0b079c16763d6bb7ed27f7f2258d5be50ecefc95","source":{"kind":"arxiv","id":"2501.14334","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.14334","created_at":"2026-07-05T10:05:48Z"},{"alias_kind":"arxiv_version","alias_value":"2501.14334v2","created_at":"2026-07-05T10:05:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.14334","created_at":"2026-07-05T10:05:48Z"},{"alias_kind":"pith_short_12","alias_value":"R4AJQIUE2L2Y","created_at":"2026-07-05T10:05:48Z"},{"alias_kind":"pith_short_16","alias_value":"R4AJQIUE2L2YALKE","created_at":"2026-07-05T10:05:48Z"},{"alias_kind":"pith_short_8","alias_value":"R4AJQIUE","created_at":"2026-07-05T10:05:48Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:R4AJQIUE2L2YALKEZJWQWB44CZ","target":"record","payload":{"canonical_record":{"source":{"id":"2501.14334","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-24T08:58:49Z","cross_cats_sorted":["cs.CY","cs.LG"],"title_canon_sha256":"d5e6932d5303c9dfbbd2e58c9114fe964c7a59ff24ad068b9efa8fed02b6d485","abstract_canon_sha256":"31ed2407acac4eec1946752a9643ceeef870a443bf533d2de2edf649eaf2913a"},"schema_version":"1.0"},"canonical_sha256":"8f00982284d2f5802d44ca6d0b079c16763d6bb7ed27f7f2258d5be50ecefc95","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:05:48.787736Z","signature_b64":"kD23BH8S7Bce3CsGeeSBopjPl1mC7FRXdZPB2jZRIa059JRP7L9L5KHT3GuQdqaaBQQjcRo8YlUURCO8S2GrAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8f00982284d2f5802d44ca6d0b079c16763d6bb7ed27f7f2258d5be50ecefc95","last_reissued_at":"2026-07-05T10:05:48.787223Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:05:48.787223Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2501.14334","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:05:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"P2imCeyizOisj5qiJ7aH1B5Wsn+tNBVJMxEIzXDLxKUFyqmkC4UHsOptWOl7JXe9f6s01QoPn8cfa6KQfKY0AA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T08:52:13.617804Z"},"content_sha256":"d4345c42c1d8e9155163f30bacc6aeae071f69b742789c9f5eeda5a18e595d16","schema_version":"1.0","event_id":"sha256:d4345c42c1d8e9155163f30bacc6aeae071f69b742789c9f5eeda5a18e595d16"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:R4AJQIUE2L2YALKEZJWQWB44CZ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Exploring the sustainable scaling of AI dilemma: A projective study of corporations' AI environmental impacts","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.CY","cs.LG"],"primary_cat":"cs.AI","authors_text":"Caroline Vateau, Cl\\'ement Desroches, Louis Ladan, Martin Chauvin, Philippe Cordier, Simon Gosset","submitted_at":"2025-01-24T08:58:49Z","abstract_excerpt":"The rapid growth of artificial intelligence (AI), particularly Large Language Models (LLMs), has raised concerns regarding its global environmental impact that extends beyond greenhouse gas emissions to include consideration of hardware fabrication and end-of-life processes. The opacity from major providers hinders companies' abilities to evaluate their AI-related environmental impacts and achieve net-zero targets.\n  In this paper, we propose a methodology to estimate the environmental impact of a company's AI portfolio, providing actionable insights without necessitating extensive AI and Life"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.14334","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2501.14334/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:05:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"zwYRDe2usA8RveU98u0Mas7eTDeMgMk75EFH/NhYx83hq7rnXfRUNCoVJsvUjgIMj28QwYWTP+gnJXbKDjqhAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T08:52:13.618718Z"},"content_sha256":"ee77e0235ef9529ee4e6a9a147bf06fcc5ab5f89f55b10067aa40521e4f61343","schema_version":"1.0","event_id":"sha256:ee77e0235ef9529ee4e6a9a147bf06fcc5ab5f89f55b10067aa40521e4f61343"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/R4AJQIUE2L2YALKEZJWQWB44CZ/bundle.json","state_url":"https://pith.science/pith/R4AJQIUE2L2YALKEZJWQWB44CZ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/R4AJQIUE2L2YALKEZJWQWB44CZ/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-11T08:52:13Z","links":{"resolver":"https://pith.science/pith/R4AJQIUE2L2YALKEZJWQWB44CZ","bundle":"https://pith.science/pith/R4AJQIUE2L2YALKEZJWQWB44CZ/bundle.json","state":"https://pith.science/pith/R4AJQIUE2L2YALKEZJWQWB44CZ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/R4AJQIUE2L2YALKEZJWQWB44CZ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:R4AJQIUE2L2YALKEZJWQWB44CZ","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"31ed2407acac4eec1946752a9643ceeef870a443bf533d2de2edf649eaf2913a","cross_cats_sorted":["cs.CY","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-24T08:58:49Z","title_canon_sha256":"d5e6932d5303c9dfbbd2e58c9114fe964c7a59ff24ad068b9efa8fed02b6d485"},"schema_version":"1.0","source":{"id":"2501.14334","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.14334","created_at":"2026-07-05T10:05:48Z"},{"alias_kind":"arxiv_version","alias_value":"2501.14334v2","created_at":"2026-07-05T10:05:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.14334","created_at":"2026-07-05T10:05:48Z"},{"alias_kind":"pith_short_12","alias_value":"R4AJQIUE2L2Y","created_at":"2026-07-05T10:05:48Z"},{"alias_kind":"pith_short_16","alias_value":"R4AJQIUE2L2YALKE","created_at":"2026-07-05T10:05:48Z"},{"alias_kind":"pith_short_8","alias_value":"R4AJQIUE","created_at":"2026-07-05T10:05:48Z"}],"graph_snapshots":[{"event_id":"sha256:ee77e0235ef9529ee4e6a9a147bf06fcc5ab5f89f55b10067aa40521e4f61343","target":"graph","created_at":"2026-07-05T10:05:48Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2501.14334/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The rapid growth of artificial intelligence (AI), particularly Large Language Models (LLMs), has raised concerns regarding its global environmental impact that extends beyond greenhouse gas emissions to include consideration of hardware fabrication and end-of-life processes. The opacity from major providers hinders companies' abilities to evaluate their AI-related environmental impacts and achieve net-zero targets.\n  In this paper, we propose a methodology to estimate the environmental impact of a company's AI portfolio, providing actionable insights without necessitating extensive AI and Life","authors_text":"Caroline Vateau, Cl\\'ement Desroches, Louis Ladan, Martin Chauvin, Philippe Cordier, Simon Gosset","cross_cats":["cs.CY","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-24T08:58:49Z","title":"Exploring the sustainable scaling of AI dilemma: A projective study of corporations' AI environmental impacts"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.14334","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:d4345c42c1d8e9155163f30bacc6aeae071f69b742789c9f5eeda5a18e595d16","target":"record","created_at":"2026-07-05T10:05:48Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"31ed2407acac4eec1946752a9643ceeef870a443bf533d2de2edf649eaf2913a","cross_cats_sorted":["cs.CY","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-24T08:58:49Z","title_canon_sha256":"d5e6932d5303c9dfbbd2e58c9114fe964c7a59ff24ad068b9efa8fed02b6d485"},"schema_version":"1.0","source":{"id":"2501.14334","kind":"arxiv","version":2}},"canonical_sha256":"8f00982284d2f5802d44ca6d0b079c16763d6bb7ed27f7f2258d5be50ecefc95","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8f00982284d2f5802d44ca6d0b079c16763d6bb7ed27f7f2258d5be50ecefc95","first_computed_at":"2026-07-05T10:05:48.787223Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:05:48.787223Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"kD23BH8S7Bce3CsGeeSBopjPl1mC7FRXdZPB2jZRIa059JRP7L9L5KHT3GuQdqaaBQQjcRo8YlUURCO8S2GrAA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:05:48.787736Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.14334","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d4345c42c1d8e9155163f30bacc6aeae071f69b742789c9f5eeda5a18e595d16","sha256:ee77e0235ef9529ee4e6a9a147bf06fcc5ab5f89f55b10067aa40521e4f61343"],"state_sha256":"f92425f0f78e62c9941f7c09540300fbcb6cbe70d08f9233a096cfb2dbd6bd6c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HSG8gCP+5I7RuyAWxI5YV539x9/MgZnU1hb/0E/t43x8UtQxD65/cr2SYIXNpO+p0OaFkdj7Gt2D8nyz0U6gCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-11T08:52:13.624403Z","bundle_sha256":"310861fe8a62e28001d639466717be23c5331428ccbfc6376b479789d92eca6e"}}