{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:KJCOJTGN2C7VI2XY2H2QDQ3GRG","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":"d1d3c1946cda9619197ad6851fe90e914f35dfa02f1a2db307995088e4f5b8de","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.HC","submitted_at":"2026-05-13T16:07:43Z","title_canon_sha256":"4d1f73fd3f3547b0299c786167b70a07fef49b3c3d477c14cb41f76dd995df33"},"schema_version":"1.0","source":{"id":"2606.20585","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.20585","created_at":"2026-06-23T00:11:50Z"},{"alias_kind":"arxiv_version","alias_value":"2606.20585v1","created_at":"2026-06-23T00:11:50Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.20585","created_at":"2026-06-23T00:11:50Z"},{"alias_kind":"pith_short_12","alias_value":"KJCOJTGN2C7V","created_at":"2026-06-23T00:11:50Z"},{"alias_kind":"pith_short_16","alias_value":"KJCOJTGN2C7VI2XY","created_at":"2026-06-23T00:11:50Z"},{"alias_kind":"pith_short_8","alias_value":"KJCOJTGN","created_at":"2026-06-23T00:11:50Z"}],"graph_snapshots":[{"event_id":"sha256:c4d8d5ecebfc1b00e55f77b5e73b274a5d503b8b0dc62ce5f47a6f70c48415eb","target":"graph","created_at":"2026-06-23T00:11:50Z","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/2606.20585/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Today's agents are highly effective at implementing well-scoped software design plans, but user intent is often vague and admits multiple equally valid solutions. In this paper, we introduce SpecBench, a new benchmark for evaluating an agent's ability to translate user intent into a structured, executable specification that aligns with user preferences. The agent is given access to past user conversations and may interact with the user for a fixed number of rounds to ask clarifying questions. We find that existing agents exhibit two extreme behaviors: they either (i) struggle to collaborate pr","authors_text":"Akash Srivastava, Hao Wang, Kai Xu, Ligong Han","cross_cats":["cs.AI","cs.CL"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.HC","submitted_at":"2026-05-13T16:07:43Z","title":"Turning Intent into Specifications: A Benchmark and an Interactive User-Assistant Agent"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.20585","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":"sha256:82dd19bb98e2795b33eb978dba63c9bf1dd65726367a0ea2ed9ceddf1400504a","target":"record","created_at":"2026-06-23T00:11:50Z","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":"d1d3c1946cda9619197ad6851fe90e914f35dfa02f1a2db307995088e4f5b8de","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.HC","submitted_at":"2026-05-13T16:07:43Z","title_canon_sha256":"4d1f73fd3f3547b0299c786167b70a07fef49b3c3d477c14cb41f76dd995df33"},"schema_version":"1.0","source":{"id":"2606.20585","kind":"arxiv","version":1}},"canonical_sha256":"5244e4cccdd0bf546af8d1f501c36689890729b02bfb82be9f42984f8e3c0798","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5244e4cccdd0bf546af8d1f501c36689890729b02bfb82be9f42984f8e3c0798","first_computed_at":"2026-06-23T00:11:50.617284Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-23T00:11:50.617284Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"JDpl504e1VZV4qa3Dd0xnEsie9s1pebhbCMEgVHKAP2iY6SzSdTspD/DErhcvPjiOvT3r4F76E6+84QyoTLMCQ==","signature_status":"signed_v1","signed_at":"2026-06-23T00:11:50.617744Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.20585","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:82dd19bb98e2795b33eb978dba63c9bf1dd65726367a0ea2ed9ceddf1400504a","sha256:c4d8d5ecebfc1b00e55f77b5e73b274a5d503b8b0dc62ce5f47a6f70c48415eb"],"state_sha256":"36fc97b45597805e61e201434385bb46a9090b55bc93c83609016cc6b138a943"}