{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:MFHTBJVEWBLN5EHEK6CJDQENQ6","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":"f25820fe381cf82e771834ce74be9d098a5d693c0960f59c4ef14c77bc5f7dc5","cross_cats_sorted":["cs.SE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-07-11T13:10:11Z","title_canon_sha256":"cb607b599c3cce70436eea615f3b11bd1b5fe989e5b9cb9c9447604251e5cfa1"},"schema_version":"1.0","source":{"id":"2407.08474","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.08474","created_at":"2026-07-05T08:42:48Z"},{"alias_kind":"arxiv_version","alias_value":"2407.08474v1","created_at":"2026-07-05T08:42:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.08474","created_at":"2026-07-05T08:42:48Z"},{"alias_kind":"pith_short_12","alias_value":"MFHTBJVEWBLN","created_at":"2026-07-05T08:42:48Z"},{"alias_kind":"pith_short_16","alias_value":"MFHTBJVEWBLN5EHE","created_at":"2026-07-05T08:42:48Z"},{"alias_kind":"pith_short_8","alias_value":"MFHTBJVE","created_at":"2026-07-05T08:42:48Z"}],"graph_snapshots":[{"event_id":"sha256:f780a4c0bcd2fdd84d340690b59ad0ed9148df94bee57a55f9c58f9438e30679","target":"graph","created_at":"2026-07-05T08:42:48Z","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/2407.08474/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language models (LLMs) are remarkably good at writing code. A particularly valuable case of human-LLM collaboration is code-based UI prototyping, a method for creating interactive prototypes that allows users to view and fully engage with a user interface. We conduct a formative study of GPT Pilot, a leading LLM-generated code-prototyping system, and find that its inflexibility towards change once development has started leads to weaknesses in failure prevention and dynamic planning; it closely resembles the linear workflow of the waterfall model. We introduce DIDUP, a system for code-ba","authors_text":"Jenny Ma, Karthik Sreedhar, Lydia B. Chilton, Pedro Alejandro Perez, Sitong Wang, Vivian Liu","cross_cats":["cs.SE"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-07-11T13:10:11Z","title":"DIDUP: Dynamic Iterative Development for UI Prototyping"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.08474","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":"sha256:063df7755d049d8ea8da0a00c29a724e5f8547ddea1ecd3d44e64c3f48fbe519","target":"record","created_at":"2026-07-05T08:42:48Z","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":"f25820fe381cf82e771834ce74be9d098a5d693c0960f59c4ef14c77bc5f7dc5","cross_cats_sorted":["cs.SE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-07-11T13:10:11Z","title_canon_sha256":"cb607b599c3cce70436eea615f3b11bd1b5fe989e5b9cb9c9447604251e5cfa1"},"schema_version":"1.0","source":{"id":"2407.08474","kind":"arxiv","version":1}},"canonical_sha256":"614f30a6a4b056de90e4578491c08d87ac738248dfbf2ba7e99b59ab0d0f514c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"614f30a6a4b056de90e4578491c08d87ac738248dfbf2ba7e99b59ab0d0f514c","first_computed_at":"2026-07-05T08:42:48.855973Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:42:48.855973Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"5olkdcsYePzQrKB0rQNvQMBq5c7b2T98wCAvBjmHL/hY6TPmV+JGHa8Q3yuAO5c2Xee5hG8tvvcMoeC9eJljAg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:42:48.856430Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.08474","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:063df7755d049d8ea8da0a00c29a724e5f8547ddea1ecd3d44e64c3f48fbe519","sha256:f780a4c0bcd2fdd84d340690b59ad0ed9148df94bee57a55f9c58f9438e30679"],"state_sha256":"683ecd309d10d3d4f8ccc8934ed46c6e41ba2f9ed77ed8578f9e965c0550b8d5"}