{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:3ALGIW6SYJONAX4BWECXIAGCPO","short_pith_number":"pith:3ALGIW6S","canonical_record":{"source":{"id":"2410.14048","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-10-17T21:44:58Z","cross_cats_sorted":[],"title_canon_sha256":"6d5272399fcf073e13a3d122009ccf3365e5335e82c486a126a5cb7f879f54c5","abstract_canon_sha256":"9272dea983743c5e2c46d9fad0e66993facae78a7c804fc01e644a276ad09802"},"schema_version":"1.0"},"canonical_sha256":"d816645bd2c25cd05f81b1057400c27bb9acebcccb61a8d6d4d89e5a2f2f92a8","source":{"kind":"arxiv","id":"2410.14048","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.14048","created_at":"2026-07-05T10:53:48Z"},{"alias_kind":"arxiv_version","alias_value":"2410.14048v2","created_at":"2026-07-05T10:53:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.14048","created_at":"2026-07-05T10:53:48Z"},{"alias_kind":"pith_short_12","alias_value":"3ALGIW6SYJON","created_at":"2026-07-05T10:53:48Z"},{"alias_kind":"pith_short_16","alias_value":"3ALGIW6SYJONAX4B","created_at":"2026-07-05T10:53:48Z"},{"alias_kind":"pith_short_8","alias_value":"3ALGIW6S","created_at":"2026-07-05T10:53:48Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:3ALGIW6SYJONAX4BWECXIAGCPO","target":"record","payload":{"canonical_record":{"source":{"id":"2410.14048","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-10-17T21:44:58Z","cross_cats_sorted":[],"title_canon_sha256":"6d5272399fcf073e13a3d122009ccf3365e5335e82c486a126a5cb7f879f54c5","abstract_canon_sha256":"9272dea983743c5e2c46d9fad0e66993facae78a7c804fc01e644a276ad09802"},"schema_version":"1.0"},"canonical_sha256":"d816645bd2c25cd05f81b1057400c27bb9acebcccb61a8d6d4d89e5a2f2f92a8","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:53:48.462801Z","signature_b64":"ypyZxJpJroTI8bexf1KpDpUErO1V7wQORGvcQBjCqxmrh71uSzOrQNZwKXNeg6tCcnAD2+TbcMOF3/5WF+0uCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d816645bd2c25cd05f81b1057400c27bb9acebcccb61a8d6d4d89e5a2f2f92a8","last_reissued_at":"2026-07-05T10:53:48.462310Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:53:48.462310Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2410.14048","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":"2026-07-05T10:53:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"jh90D2IbJUWaG4/0Zh1jikxaV9Ons8LoJALPx0OERdGqYhTAQSGcepN16N11T1xIJTnvP7JfT7MBvCufJCcgAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-09T04:32:58.868452Z"},"content_sha256":"bea576b7e6a4dec237713abb4cdcd35eb84ef5c0155c318df33965db38d8373a","schema_version":"1.0","event_id":"sha256:bea576b7e6a4dec237713abb4cdcd35eb84ef5c0155c318df33965db38d8373a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:3ALGIW6SYJONAX4BWECXIAGCPO","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Co-Designing with Algorithms: Unpacking the Complex Role of GenAI in Interactive System Design Education","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Hauke Sandhaus, Maria Teresa Parreira, Quiquan Gu, Wendy Ju","submitted_at":"2024-10-17T21:44:58Z","abstract_excerpt":"Generative Artificial Intelligence (GenAI) is transforming Human-Computer Interaction (HCI) education and technology design, yet its impact remains poorly understood. This study explores how graduate students in an applied HCI course used GenAI tools during interactive device design. Despite no encouragement, all groups integrated GenAI into their workflows. Through 12 post-class group interviews, we identified how GenAI co-design behaviors present both benefits, such as enhanced creativity and faster design iterations, and risks, including shallow learning and reflection. Benefits were most e"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.14048","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/2410.14048/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":"2026-07-05T10:53:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"SHZ/vmpLje9GEGSCfY28Yj9bEfuCmeB/pAOzrcr94Z1nU23iZSBKoyDN0G+pFnjVdO88aFeGCJk0FGojbPwrDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-09T04:32:58.868825Z"},"content_sha256":"6bffe903e5218d57a768e4ba9462096f52ceb51685da6013f331c4f8be143e23","schema_version":"1.0","event_id":"sha256:6bffe903e5218d57a768e4ba9462096f52ceb51685da6013f331c4f8be143e23"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/3ALGIW6SYJONAX4BWECXIAGCPO/bundle.json","state_url":"https://pith.science/pith/3ALGIW6SYJONAX4BWECXIAGCPO/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/3ALGIW6SYJONAX4BWECXIAGCPO/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":"2026-07-09T04:32:58Z","links":{"resolver":"https://pith.science/pith/3ALGIW6SYJONAX4BWECXIAGCPO","bundle":"https://pith.science/pith/3ALGIW6SYJONAX4BWECXIAGCPO/bundle.json","state":"https://pith.science/pith/3ALGIW6SYJONAX4BWECXIAGCPO/state.json","well_known_bundle":"https://pith.science/.well-known/pith/3ALGIW6SYJONAX4BWECXIAGCPO/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:3ALGIW6SYJONAX4BWECXIAGCPO","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":"9272dea983743c5e2c46d9fad0e66993facae78a7c804fc01e644a276ad09802","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-10-17T21:44:58Z","title_canon_sha256":"6d5272399fcf073e13a3d122009ccf3365e5335e82c486a126a5cb7f879f54c5"},"schema_version":"1.0","source":{"id":"2410.14048","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.14048","created_at":"2026-07-05T10:53:48Z"},{"alias_kind":"arxiv_version","alias_value":"2410.14048v2","created_at":"2026-07-05T10:53:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.14048","created_at":"2026-07-05T10:53:48Z"},{"alias_kind":"pith_short_12","alias_value":"3ALGIW6SYJON","created_at":"2026-07-05T10:53:48Z"},{"alias_kind":"pith_short_16","alias_value":"3ALGIW6SYJONAX4B","created_at":"2026-07-05T10:53:48Z"},{"alias_kind":"pith_short_8","alias_value":"3ALGIW6S","created_at":"2026-07-05T10:53:48Z"}],"graph_snapshots":[{"event_id":"sha256:6bffe903e5218d57a768e4ba9462096f52ceb51685da6013f331c4f8be143e23","target":"graph","created_at":"2026-07-05T10:53:48Z","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/2410.14048/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Generative Artificial Intelligence (GenAI) is transforming Human-Computer Interaction (HCI) education and technology design, yet its impact remains poorly understood. This study explores how graduate students in an applied HCI course used GenAI tools during interactive device design. Despite no encouragement, all groups integrated GenAI into their workflows. Through 12 post-class group interviews, we identified how GenAI co-design behaviors present both benefits, such as enhanced creativity and faster design iterations, and risks, including shallow learning and reflection. Benefits were most e","authors_text":"Hauke Sandhaus, Maria Teresa Parreira, Quiquan Gu, Wendy Ju","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-10-17T21:44:58Z","title":"Co-Designing with Algorithms: Unpacking the Complex Role of GenAI in Interactive System Design Education"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.14048","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:bea576b7e6a4dec237713abb4cdcd35eb84ef5c0155c318df33965db38d8373a","target":"record","created_at":"2026-07-05T10:53:48Z","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":"9272dea983743c5e2c46d9fad0e66993facae78a7c804fc01e644a276ad09802","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-10-17T21:44:58Z","title_canon_sha256":"6d5272399fcf073e13a3d122009ccf3365e5335e82c486a126a5cb7f879f54c5"},"schema_version":"1.0","source":{"id":"2410.14048","kind":"arxiv","version":2}},"canonical_sha256":"d816645bd2c25cd05f81b1057400c27bb9acebcccb61a8d6d4d89e5a2f2f92a8","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d816645bd2c25cd05f81b1057400c27bb9acebcccb61a8d6d4d89e5a2f2f92a8","first_computed_at":"2026-07-05T10:53:48.462310Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:53:48.462310Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ypyZxJpJroTI8bexf1KpDpUErO1V7wQORGvcQBjCqxmrh71uSzOrQNZwKXNeg6tCcnAD2+TbcMOF3/5WF+0uCw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:53:48.462801Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.14048","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:bea576b7e6a4dec237713abb4cdcd35eb84ef5c0155c318df33965db38d8373a","sha256:6bffe903e5218d57a768e4ba9462096f52ceb51685da6013f331c4f8be143e23"],"state_sha256":"eac1722cb3a36e79b6ab0bb39a53f69b7b9f14d7b13cd72c26f6a0939ec7a12d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"RJsTs3d+QGDC2rpAJepEAfboaxiI+LgSzZWzTfWw1wToK9EFXUkme/CX8v8ljvDUFmgpeWIc88JqB+cykO2LCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-09T04:32:58.870854Z","bundle_sha256":"c1c8c178c0bf60d80bc88faee85f3865013fc61ae5cf8c4972cc8118f4e8cc64"}}