{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:BPTVD5FN4MBRUTAYZJTB2SJRXG","short_pith_number":"pith:BPTVD5FN","canonical_record":{"source":{"id":"2404.10225","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-04-16T02:10:20Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"7e44aa5ea0975e8b8a982cdcaf2f28bda4daf4df5d4ee6f396b9d6e386c15d2f","abstract_canon_sha256":"c028038f1f2882988780a6665856364ff712182f8af5917bf5a27f685bf6d8a3"},"schema_version":"1.0"},"canonical_sha256":"0be751f4ade3031a4c18ca661d4931b9ba1b1321d12ba776430238f71d44c5d2","source":{"kind":"arxiv","id":"2404.10225","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.10225","created_at":"2026-07-05T08:08:27Z"},{"alias_kind":"arxiv_version","alias_value":"2404.10225v1","created_at":"2026-07-05T08:08:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.10225","created_at":"2026-07-05T08:08:27Z"},{"alias_kind":"pith_short_12","alias_value":"BPTVD5FN4MBR","created_at":"2026-07-05T08:08:27Z"},{"alias_kind":"pith_short_16","alias_value":"BPTVD5FN4MBRUTAY","created_at":"2026-07-05T08:08:27Z"},{"alias_kind":"pith_short_8","alias_value":"BPTVD5FN","created_at":"2026-07-05T08:08:27Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:BPTVD5FN4MBRUTAYZJTB2SJRXG","target":"record","payload":{"canonical_record":{"source":{"id":"2404.10225","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-04-16T02:10:20Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"7e44aa5ea0975e8b8a982cdcaf2f28bda4daf4df5d4ee6f396b9d6e386c15d2f","abstract_canon_sha256":"c028038f1f2882988780a6665856364ff712182f8af5917bf5a27f685bf6d8a3"},"schema_version":"1.0"},"canonical_sha256":"0be751f4ade3031a4c18ca661d4931b9ba1b1321d12ba776430238f71d44c5d2","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:08:27.054773Z","signature_b64":"l3RZumKvktstmOMq1xGIxUs9h9gS6nVcI/wONsdmXh9EIVkWYT/ljbAm8fzvbFRPU4vmizL+nFDWqnHsobZnDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0be751f4ade3031a4c18ca661d4931b9ba1b1321d12ba776430238f71d44c5d2","last_reissued_at":"2026-07-05T08:08:27.054365Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:08:27.054365Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2404.10225","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:08:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KABv4SXFwbnvlTFnQG/22TVyI2Tjrvv6CBhrMJ9yeY2+azHwBGfGiEJCC3THiCMSONEQFxkBs/dDJDaZ7nDlDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T20:18:47.039268Z"},"content_sha256":"b45c4ed6f09f3851ef2221389e412f129a45dc934e5cf3b32c9d02bd8c5ff7c9","schema_version":"1.0","event_id":"sha256:b45c4ed6f09f3851ef2221389e412f129a45dc934e5cf3b32c9d02bd8c5ff7c9"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:BPTVD5FN4MBRUTAYZJTB2SJRXG","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.SE","authors_text":"Ahmed E. Hassan, Boyuan Chen, Dayi Lin, Gustavo A. Oliva, Zhen Ming (Jack) Jiang","submitted_at":"2024-04-16T02:10:20Z","abstract_excerpt":"The advent of Foundation Models (FMs) and AI-powered copilots has transformed the landscape of software development, offering unprecedented code completion capabilities and enhancing developer productivity. However, the current task-driven nature of these copilots falls short in addressing the broader goals and complexities inherent in software engineering (SE). In this paper, we propose a paradigm shift towards goal-driven AI-powered pair programmers that collaborate with human developers in a more holistic and context-aware manner. We envision AI pair programmers that are goal-driven, human "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.10225","kind":"arxiv","version":1},"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/2404.10225/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":"2026-07-05T08:08:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"FoazSjPZszuTwKs/4fShbEW8owNR2vEtEc46S2uN2b92TOAuw0D/x64TcnIzzg9g6chD8La2jyv1Rjmw1R1oDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T20:18:47.039702Z"},"content_sha256":"313c0afb51c85ef10a07f3018dfd6ed3cdc3c763a7b4944cca5fc69f737da47a","schema_version":"1.0","event_id":"sha256:313c0afb51c85ef10a07f3018dfd6ed3cdc3c763a7b4944cca5fc69f737da47a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/BPTVD5FN4MBRUTAYZJTB2SJRXG/bundle.json","state_url":"https://pith.science/pith/BPTVD5FN4MBRUTAYZJTB2SJRXG/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/BPTVD5FN4MBRUTAYZJTB2SJRXG/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":"2026-07-06T20:18:47Z","links":{"resolver":"https://pith.science/pith/BPTVD5FN4MBRUTAYZJTB2SJRXG","bundle":"https://pith.science/pith/BPTVD5FN4MBRUTAYZJTB2SJRXG/bundle.json","state":"https://pith.science/pith/BPTVD5FN4MBRUTAYZJTB2SJRXG/state.json","well_known_bundle":"https://pith.science/.well-known/pith/BPTVD5FN4MBRUTAYZJTB2SJRXG/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:BPTVD5FN4MBRUTAYZJTB2SJRXG","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":"c028038f1f2882988780a6665856364ff712182f8af5917bf5a27f685bf6d8a3","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-04-16T02:10:20Z","title_canon_sha256":"7e44aa5ea0975e8b8a982cdcaf2f28bda4daf4df5d4ee6f396b9d6e386c15d2f"},"schema_version":"1.0","source":{"id":"2404.10225","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.10225","created_at":"2026-07-05T08:08:27Z"},{"alias_kind":"arxiv_version","alias_value":"2404.10225v1","created_at":"2026-07-05T08:08:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.10225","created_at":"2026-07-05T08:08:27Z"},{"alias_kind":"pith_short_12","alias_value":"BPTVD5FN4MBR","created_at":"2026-07-05T08:08:27Z"},{"alias_kind":"pith_short_16","alias_value":"BPTVD5FN4MBRUTAY","created_at":"2026-07-05T08:08:27Z"},{"alias_kind":"pith_short_8","alias_value":"BPTVD5FN","created_at":"2026-07-05T08:08:27Z"}],"graph_snapshots":[{"event_id":"sha256:313c0afb51c85ef10a07f3018dfd6ed3cdc3c763a7b4944cca5fc69f737da47a","target":"graph","created_at":"2026-07-05T08:08:27Z","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/2404.10225/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The advent of Foundation Models (FMs) and AI-powered copilots has transformed the landscape of software development, offering unprecedented code completion capabilities and enhancing developer productivity. However, the current task-driven nature of these copilots falls short in addressing the broader goals and complexities inherent in software engineering (SE). In this paper, we propose a paradigm shift towards goal-driven AI-powered pair programmers that collaborate with human developers in a more holistic and context-aware manner. We envision AI pair programmers that are goal-driven, human ","authors_text":"Ahmed E. Hassan, Boyuan Chen, Dayi Lin, Gustavo A. Oliva, Zhen Ming (Jack) Jiang","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-04-16T02:10:20Z","title":"Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.10225","kind":"arxiv","version":1},"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:b45c4ed6f09f3851ef2221389e412f129a45dc934e5cf3b32c9d02bd8c5ff7c9","target":"record","created_at":"2026-07-05T08:08:27Z","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":"c028038f1f2882988780a6665856364ff712182f8af5917bf5a27f685bf6d8a3","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-04-16T02:10:20Z","title_canon_sha256":"7e44aa5ea0975e8b8a982cdcaf2f28bda4daf4df5d4ee6f396b9d6e386c15d2f"},"schema_version":"1.0","source":{"id":"2404.10225","kind":"arxiv","version":1}},"canonical_sha256":"0be751f4ade3031a4c18ca661d4931b9ba1b1321d12ba776430238f71d44c5d2","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0be751f4ade3031a4c18ca661d4931b9ba1b1321d12ba776430238f71d44c5d2","first_computed_at":"2026-07-05T08:08:27.054365Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:08:27.054365Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"l3RZumKvktstmOMq1xGIxUs9h9gS6nVcI/wONsdmXh9EIVkWYT/ljbAm8fzvbFRPU4vmizL+nFDWqnHsobZnDg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:08:27.054773Z","signed_message":"canonical_sha256_bytes"},"source_id":"2404.10225","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b45c4ed6f09f3851ef2221389e412f129a45dc934e5cf3b32c9d02bd8c5ff7c9","sha256:313c0afb51c85ef10a07f3018dfd6ed3cdc3c763a7b4944cca5fc69f737da47a"],"state_sha256":"e7e460814f3ce65bef8b722e07b9984c830ef92ceb1b02ac7127cae49325ab05"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"T51cANoevI3clqQtxkH4VJg31/EsiOu6yL8gQejQG8ahScQCBby1QvkpmdWOwDivEhOiOEKngIKtXornG6v3CA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-06T20:18:47.041784Z","bundle_sha256":"74320eb860d1b728fd1a08c76c6e0154c4aba3bd408862db307065278241692e"}}