{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:TKGF4VPKP3CM2OZ6WOJF4VXUN5","short_pith_number":"pith:TKGF4VPK","canonical_record":{"source":{"id":"2311.01048","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2023-11-02T07:48:10Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"93718df3b2d76e6ab3ad2248f979eba979b55f5a8226408454f1547d58c7b1bf","abstract_canon_sha256":"d6435933aff2a00690b17baa9b1f20799a6c87389d54286057b1b3d262a159ab"},"schema_version":"1.0"},"canonical_sha256":"9a8c5e55ea7ec4cd3b3eb3925e56f46f51370a5485e06032cac47bc8a20f353e","source":{"kind":"arxiv","id":"2311.01048","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.01048","created_at":"2026-07-05T07:08:19Z"},{"alias_kind":"arxiv_version","alias_value":"2311.01048v1","created_at":"2026-07-05T07:08:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.01048","created_at":"2026-07-05T07:08:19Z"},{"alias_kind":"pith_short_12","alias_value":"TKGF4VPKP3CM","created_at":"2026-07-05T07:08:19Z"},{"alias_kind":"pith_short_16","alias_value":"TKGF4VPKP3CM2OZ6","created_at":"2026-07-05T07:08:19Z"},{"alias_kind":"pith_short_8","alias_value":"TKGF4VPK","created_at":"2026-07-05T07:08:19Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:TKGF4VPKP3CM2OZ6WOJF4VXUN5","target":"record","payload":{"canonical_record":{"source":{"id":"2311.01048","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2023-11-02T07:48:10Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"93718df3b2d76e6ab3ad2248f979eba979b55f5a8226408454f1547d58c7b1bf","abstract_canon_sha256":"d6435933aff2a00690b17baa9b1f20799a6c87389d54286057b1b3d262a159ab"},"schema_version":"1.0"},"canonical_sha256":"9a8c5e55ea7ec4cd3b3eb3925e56f46f51370a5485e06032cac47bc8a20f353e","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:08:19.838034Z","signature_b64":"BUKW9P5YseuxUAs6I/BuG0ybsS1NUDlBwP2j6dTWUOflMwv1E+MRAQsW4R/YI0sEdrBPZgRlvD4gfWFWcZXJBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9a8c5e55ea7ec4cd3b3eb3925e56f46f51370a5485e06032cac47bc8a20f353e","last_reissued_at":"2026-07-05T07:08:19.837638Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:08:19.837638Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2311.01048","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":"2026-07-05T07:08:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"G2Wr//1gaTHRhxYKkojql4hwOofS71k0E9/+kSng1GLMr8j4ywvu0tNQeK+GdZ3pSD0o3HGglBKJgULbv/vcAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-26T10:09:45.222364Z"},"content_sha256":"af8537a8e073a1596aee67849950bcb568b03e83c4186a383c54df1e11a2e6a2","schema_version":"1.0","event_id":"sha256:af8537a8e073a1596aee67849950bcb568b03e83c4186a383c54df1e11a2e6a2"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:TKGF4VPKP3CM2OZ6WOJF4VXUN5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"AI-assisted Learning for Electronic Engineering Courses in High Education","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CY","authors_text":"Arthur Tang, Bao Nguyen, Quang Nhat Tran, Thanh Nguyen Ngoc, Thanh Pham, Thuy Nguyen","submitted_at":"2023-11-02T07:48:10Z","abstract_excerpt":"This study evaluates the efficacy of ChatGPT as an AI teaching and learning support tool in an integrated circuit systems course at a higher education institution in an Asian country. Various question types were completed, and ChatGPT responses were assessed to gain valuable insights for further investigation. The objective is to assess ChatGPT's ability to provide insights, personalized support, and interactive learning experiences in engineering education. The study includes the evaluation and reflection of different stakeholders: students, lecturers, and engineers. The findings of this stud"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.01048","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/2311.01048/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":"2026-07-05T07:08:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"5nM9vWZeG++UUW0PcB0/hcg0t/p+zCapAaa4Owy6Dx5Lq7hGccjejWQ9t1KchnoyAoimr8vcON8GvQR43QqBDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-26T10:09:45.222742Z"},"content_sha256":"60d9b907e578e7ba30e8976aa1d30340ee3be8852d7e888adf95bb4a74627728","schema_version":"1.0","event_id":"sha256:60d9b907e578e7ba30e8976aa1d30340ee3be8852d7e888adf95bb4a74627728"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/TKGF4VPKP3CM2OZ6WOJF4VXUN5/bundle.json","state_url":"https://pith.science/pith/TKGF4VPKP3CM2OZ6WOJF4VXUN5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/TKGF4VPKP3CM2OZ6WOJF4VXUN5/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":"2026-07-26T10:09:45Z","links":{"resolver":"https://pith.science/pith/TKGF4VPKP3CM2OZ6WOJF4VXUN5","bundle":"https://pith.science/pith/TKGF4VPKP3CM2OZ6WOJF4VXUN5/bundle.json","state":"https://pith.science/pith/TKGF4VPKP3CM2OZ6WOJF4VXUN5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/TKGF4VPKP3CM2OZ6WOJF4VXUN5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:TKGF4VPKP3CM2OZ6WOJF4VXUN5","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":"d6435933aff2a00690b17baa9b1f20799a6c87389d54286057b1b3d262a159ab","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2023-11-02T07:48:10Z","title_canon_sha256":"93718df3b2d76e6ab3ad2248f979eba979b55f5a8226408454f1547d58c7b1bf"},"schema_version":"1.0","source":{"id":"2311.01048","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.01048","created_at":"2026-07-05T07:08:19Z"},{"alias_kind":"arxiv_version","alias_value":"2311.01048v1","created_at":"2026-07-05T07:08:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.01048","created_at":"2026-07-05T07:08:19Z"},{"alias_kind":"pith_short_12","alias_value":"TKGF4VPKP3CM","created_at":"2026-07-05T07:08:19Z"},{"alias_kind":"pith_short_16","alias_value":"TKGF4VPKP3CM2OZ6","created_at":"2026-07-05T07:08:19Z"},{"alias_kind":"pith_short_8","alias_value":"TKGF4VPK","created_at":"2026-07-05T07:08:19Z"}],"graph_snapshots":[{"event_id":"sha256:60d9b907e578e7ba30e8976aa1d30340ee3be8852d7e888adf95bb4a74627728","target":"graph","created_at":"2026-07-05T07:08:19Z","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/2311.01048/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This study evaluates the efficacy of ChatGPT as an AI teaching and learning support tool in an integrated circuit systems course at a higher education institution in an Asian country. Various question types were completed, and ChatGPT responses were assessed to gain valuable insights for further investigation. The objective is to assess ChatGPT's ability to provide insights, personalized support, and interactive learning experiences in engineering education. The study includes the evaluation and reflection of different stakeholders: students, lecturers, and engineers. The findings of this stud","authors_text":"Arthur Tang, Bao Nguyen, Quang Nhat Tran, Thanh Nguyen Ngoc, Thanh Pham, Thuy Nguyen","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2023-11-02T07:48:10Z","title":"AI-assisted Learning for Electronic Engineering Courses in High Education"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.01048","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:af8537a8e073a1596aee67849950bcb568b03e83c4186a383c54df1e11a2e6a2","target":"record","created_at":"2026-07-05T07:08:19Z","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":"d6435933aff2a00690b17baa9b1f20799a6c87389d54286057b1b3d262a159ab","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2023-11-02T07:48:10Z","title_canon_sha256":"93718df3b2d76e6ab3ad2248f979eba979b55f5a8226408454f1547d58c7b1bf"},"schema_version":"1.0","source":{"id":"2311.01048","kind":"arxiv","version":1}},"canonical_sha256":"9a8c5e55ea7ec4cd3b3eb3925e56f46f51370a5485e06032cac47bc8a20f353e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9a8c5e55ea7ec4cd3b3eb3925e56f46f51370a5485e06032cac47bc8a20f353e","first_computed_at":"2026-07-05T07:08:19.837638Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:08:19.837638Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"BUKW9P5YseuxUAs6I/BuG0ybsS1NUDlBwP2j6dTWUOflMwv1E+MRAQsW4R/YI0sEdrBPZgRlvD4gfWFWcZXJBw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:08:19.838034Z","signed_message":"canonical_sha256_bytes"},"source_id":"2311.01048","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:af8537a8e073a1596aee67849950bcb568b03e83c4186a383c54df1e11a2e6a2","sha256:60d9b907e578e7ba30e8976aa1d30340ee3be8852d7e888adf95bb4a74627728"],"state_sha256":"2c3d44e16cf5f48bbf819618a7782858d143cfd18d1964fbf172d6cb6ca6f263"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yJkwlVq9QdLKQQ7Lt9tFw6QExWB+xNlSCyihRclEnYO40qHz06/kRu9xttchlki3+Dz+9eoBgd7Wa5OXb7byBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-26T10:09:45.225285Z","bundle_sha256":"1e91466728bcf9bd22d266c8abc4341ea0bf08793a6f17fe2f29e87368e5949c"}}