{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:VUP2K7EMDBZ3EKH7VWPNRZY35X","short_pith_number":"pith:VUP2K7EM","canonical_record":{"source":{"id":"2607.22463","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2026-07-24T16:28:14Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"eff27357504b80a64dc5d0c50ef766527eacae1ae3e311ade09b6c54d161e183","abstract_canon_sha256":"a5306042c21004b05b7580b185076b5ef1a8960a88da01f0890c48df3975dec3"},"schema_version":"1.0"},"canonical_sha256":"ad1fa57c8c1873b228ffad9ed8e71bede38ffb8fedf1f0f7edb5dffd54841b82","source":{"kind":"arxiv","id":"2607.22463","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.22463","created_at":"2026-07-27T01:21:22Z"},{"alias_kind":"arxiv_version","alias_value":"2607.22463v1","created_at":"2026-07-27T01:21:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.22463","created_at":"2026-07-27T01:21:22Z"},{"alias_kind":"pith_short_12","alias_value":"VUP2K7EMDBZ3","created_at":"2026-07-27T01:21:22Z"},{"alias_kind":"pith_short_16","alias_value":"VUP2K7EMDBZ3EKH7","created_at":"2026-07-27T01:21:22Z"},{"alias_kind":"pith_short_8","alias_value":"VUP2K7EM","created_at":"2026-07-27T01:21:22Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:VUP2K7EMDBZ3EKH7VWPNRZY35X","target":"record","payload":{"canonical_record":{"source":{"id":"2607.22463","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2026-07-24T16:28:14Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"eff27357504b80a64dc5d0c50ef766527eacae1ae3e311ade09b6c54d161e183","abstract_canon_sha256":"a5306042c21004b05b7580b185076b5ef1a8960a88da01f0890c48df3975dec3"},"schema_version":"1.0"},"canonical_sha256":"ad1fa57c8c1873b228ffad9ed8e71bede38ffb8fedf1f0f7edb5dffd54841b82","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-27T01:21:22.303975Z","signature_b64":"AMUuTyuGpb0+oPWFA8AhHbUg73gbe19kyen2L8tqQEwprIPq0EGvpLF73irejH4uDGkygtmsq2HH4XwZ6ZvGDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ad1fa57c8c1873b228ffad9ed8e71bede38ffb8fedf1f0f7edb5dffd54841b82","last_reissued_at":"2026-07-27T01:21:22.303106Z","signature_status":"signed_v1","first_computed_at":"2026-07-27T01:21:22.303106Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2607.22463","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":"2026-07-27T01:21:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"2AzLF/5CZBiQd6UaFFRvChS/TjimbGgSVpa/wDOQH2XHjL/myqTCpKWeh+D45iwY6Z42x6vtuMFuAguMj2BdAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T05:15:53.340613Z"},"content_sha256":"7b4835a3ec692e9ec7ccdc652f7945631ca0507e8d40223160b537003f253773","schema_version":"1.0","event_id":"sha256:7b4835a3ec692e9ec7ccdc652f7945631ca0507e8d40223160b537003f253773"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:VUP2K7EMDBZ3EKH7VWPNRZY35X","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Beyond Perspectives: A Trio-Ethnography of Interpretation Evolution in LLM-Supported Programming Education","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.HC","authors_text":"Jennie Ren, Jordan H. McDowell, Kyrie Zhixuan Zhou","submitted_at":"2026-07-24T16:28:14Z","abstract_excerpt":"Generative AI is reshaping programming education, yet educators often infer students' AI-supported learning from classroom observations alone. This experience report presents a trio-ethnography involving two computing educators with different teaching philosophies and one undergraduate computer science student to examine how these interpretations evolve through dialogue. Across three conversations, the educators reflected on students' AI use, discussed changes to programming pedagogy, and revisited their assumptions after engaging with the student's lived experiences. Rather than simply confir"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.22463","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/2607.22463/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":"2026-07-27T01:21:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ifU0bjPpHexoBpITcRuX7EjTPya1HUDF8T3d7dX+UWD6JyE/UjFNbtj/qpSrgTVyXQMqq55lW7LDUnhuedk2Cw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T05:15:53.340949Z"},"content_sha256":"04042caf3510a17b7e3de051dcd73fbb9b174d697f48068b3008fc36a6572fe7","schema_version":"1.0","event_id":"sha256:04042caf3510a17b7e3de051dcd73fbb9b174d697f48068b3008fc36a6572fe7"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/VUP2K7EMDBZ3EKH7VWPNRZY35X/bundle.json","state_url":"https://pith.science/pith/VUP2K7EMDBZ3EKH7VWPNRZY35X/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/VUP2K7EMDBZ3EKH7VWPNRZY35X/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":"2026-08-23T05:15:53Z","links":{"resolver":"https://pith.science/pith/VUP2K7EMDBZ3EKH7VWPNRZY35X","bundle":"https://pith.science/pith/VUP2K7EMDBZ3EKH7VWPNRZY35X/bundle.json","state":"https://pith.science/pith/VUP2K7EMDBZ3EKH7VWPNRZY35X/state.json","well_known_bundle":"https://pith.science/.well-known/pith/VUP2K7EMDBZ3EKH7VWPNRZY35X/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:VUP2K7EMDBZ3EKH7VWPNRZY35X","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":"a5306042c21004b05b7580b185076b5ef1a8960a88da01f0890c48df3975dec3","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2026-07-24T16:28:14Z","title_canon_sha256":"eff27357504b80a64dc5d0c50ef766527eacae1ae3e311ade09b6c54d161e183"},"schema_version":"1.0","source":{"id":"2607.22463","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.22463","created_at":"2026-07-27T01:21:22Z"},{"alias_kind":"arxiv_version","alias_value":"2607.22463v1","created_at":"2026-07-27T01:21:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.22463","created_at":"2026-07-27T01:21:22Z"},{"alias_kind":"pith_short_12","alias_value":"VUP2K7EMDBZ3","created_at":"2026-07-27T01:21:22Z"},{"alias_kind":"pith_short_16","alias_value":"VUP2K7EMDBZ3EKH7","created_at":"2026-07-27T01:21:22Z"},{"alias_kind":"pith_short_8","alias_value":"VUP2K7EM","created_at":"2026-07-27T01:21:22Z"}],"graph_snapshots":[{"event_id":"sha256:04042caf3510a17b7e3de051dcd73fbb9b174d697f48068b3008fc36a6572fe7","target":"graph","created_at":"2026-07-27T01:21:22Z","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/2607.22463/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Generative AI is reshaping programming education, yet educators often infer students' AI-supported learning from classroom observations alone. This experience report presents a trio-ethnography involving two computing educators with different teaching philosophies and one undergraduate computer science student to examine how these interpretations evolve through dialogue. Across three conversations, the educators reflected on students' AI use, discussed changes to programming pedagogy, and revisited their assumptions after engaging with the student's lived experiences. Rather than simply confir","authors_text":"Jennie Ren, Jordan H. McDowell, Kyrie Zhixuan Zhou","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2026-07-24T16:28:14Z","title":"Beyond Perspectives: A Trio-Ethnography of Interpretation Evolution in LLM-Supported Programming Education"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.22463","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":"sha256:7b4835a3ec692e9ec7ccdc652f7945631ca0507e8d40223160b537003f253773","target":"record","created_at":"2026-07-27T01:21:22Z","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":"a5306042c21004b05b7580b185076b5ef1a8960a88da01f0890c48df3975dec3","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2026-07-24T16:28:14Z","title_canon_sha256":"eff27357504b80a64dc5d0c50ef766527eacae1ae3e311ade09b6c54d161e183"},"schema_version":"1.0","source":{"id":"2607.22463","kind":"arxiv","version":1}},"canonical_sha256":"ad1fa57c8c1873b228ffad9ed8e71bede38ffb8fedf1f0f7edb5dffd54841b82","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ad1fa57c8c1873b228ffad9ed8e71bede38ffb8fedf1f0f7edb5dffd54841b82","first_computed_at":"2026-07-27T01:21:22.303106Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-27T01:21:22.303106Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"AMUuTyuGpb0+oPWFA8AhHbUg73gbe19kyen2L8tqQEwprIPq0EGvpLF73irejH4uDGkygtmsq2HH4XwZ6ZvGDg==","signature_status":"signed_v1","signed_at":"2026-07-27T01:21:22.303975Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.22463","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7b4835a3ec692e9ec7ccdc652f7945631ca0507e8d40223160b537003f253773","sha256:04042caf3510a17b7e3de051dcd73fbb9b174d697f48068b3008fc36a6572fe7"],"state_sha256":"ab2f19ebb6315093c53beaad99ef88068e24f6770b1087a8e38b25567d73646f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Bagm9c2ctqfu5rjjN+3cPwcsvqjIkgYuxSAkFJLpFsD8GHDHr+R5i6MSD7YGrEVYZoxE0u6BTOevKcd5EmOeDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-23T05:15:53.344281Z","bundle_sha256":"3c50113a2b1bbfcdc14ef9429c55c0c4222bbbef13e02b0f453fd887e96d5562"}}