{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:MHSXLJKWRLB4PGIZFKLU7OQX4M","short_pith_number":"pith:MHSXLJKW","schema_version":"1.0","canonical_sha256":"61e575a5568ac3c799192a974fba17e30b3997d97ef78b979d2c4292f958ed1d","source":{"kind":"arxiv","id":"2605.19832","version":1},"attestation_state":"computed","paper":{"title":"Material for Thought: Generative AI as an Active Creative Medium","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Hugo Andersson, Niklas Elmqvist","submitted_at":"2026-05-19T13:25:16Z","abstract_excerpt":"Human-AI collaboration research has largely positioned the human as a judge of AI output, centering effort on evaluating whether rec- ommendations are reliable enough to accept. This decision-support framing leaves little room for the human as creator. We argue that for creative work, this framing misdirects human effort toward eval- uating correctness rather than exploring and shaping the creative space. Drawing on Sch\\\"on's theory of reflective practice, we propose an alternative: treating generative AI as an active creative medium. As a potter works with clay, humans Shape, Observe, Stir, a"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2605.19832","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-05-19T13:25:16Z","cross_cats_sorted":[],"title_canon_sha256":"14227ee66316c433ff29e4249e099254ff1d6ea6bbeaecdda0b99093da16ff32","abstract_canon_sha256":"0dae8e4d8b2c58f976441f4cae3f789d527249a1bdfa2e3e01ac434956ffdbd4"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-20T01:06:16.768711Z","signature_b64":"I8qnSJJ9ML8QArivqNSvWh7qSlnDKOlwIDJc/GMs525ZUvcuHgi3d4Zi5GXPRJHaokjBGtx9CHbklQvYlSKfCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"61e575a5568ac3c799192a974fba17e30b3997d97ef78b979d2c4292f958ed1d","last_reissued_at":"2026-05-20T01:06:16.767960Z","signature_status":"signed_v1","first_computed_at":"2026-05-20T01:06:16.767960Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Material for Thought: Generative AI as an Active Creative Medium","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Hugo Andersson, Niklas Elmqvist","submitted_at":"2026-05-19T13:25:16Z","abstract_excerpt":"Human-AI collaboration research has largely positioned the human as a judge of AI output, centering effort on evaluating whether rec- ommendations are reliable enough to accept. This decision-support framing leaves little room for the human as creator. We argue that for creative work, this framing misdirects human effort toward eval- uating correctness rather than exploring and shaping the creative space. Drawing on Sch\\\"on's theory of reflective practice, we propose an alternative: treating generative AI as an active creative medium. As a potter works with clay, humans Shape, Observe, Stir, a"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.19832","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/2605.19832/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2605.19832","created_at":"2026-05-20T01:06:16.768085+00:00"},{"alias_kind":"arxiv_version","alias_value":"2605.19832v1","created_at":"2026-05-20T01:06:16.768085+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.19832","created_at":"2026-05-20T01:06:16.768085+00:00"},{"alias_kind":"pith_short_12","alias_value":"MHSXLJKWRLB4","created_at":"2026-05-20T01:06:16.768085+00:00"},{"alias_kind":"pith_short_16","alias_value":"MHSXLJKWRLB4PGIZ","created_at":"2026-05-20T01:06:16.768085+00:00"},{"alias_kind":"pith_short_8","alias_value":"MHSXLJKW","created_at":"2026-05-20T01:06:16.768085+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/MHSXLJKWRLB4PGIZFKLU7OQX4M","json":"https://pith.science/pith/MHSXLJKWRLB4PGIZFKLU7OQX4M.json","graph_json":"https://pith.science/api/pith-number/MHSXLJKWRLB4PGIZFKLU7OQX4M/graph.json","events_json":"https://pith.science/api/pith-number/MHSXLJKWRLB4PGIZFKLU7OQX4M/events.json","paper":"https://pith.science/paper/MHSXLJKW"},"agent_actions":{"view_html":"https://pith.science/pith/MHSXLJKWRLB4PGIZFKLU7OQX4M","download_json":"https://pith.science/pith/MHSXLJKWRLB4PGIZFKLU7OQX4M.json","view_paper":"https://pith.science/paper/MHSXLJKW","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2605.19832&json=true","fetch_graph":"https://pith.science/api/pith-number/MHSXLJKWRLB4PGIZFKLU7OQX4M/graph.json","fetch_events":"https://pith.science/api/pith-number/MHSXLJKWRLB4PGIZFKLU7OQX4M/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/MHSXLJKWRLB4PGIZFKLU7OQX4M/action/timestamp_anchor","attest_storage":"https://pith.science/pith/MHSXLJKWRLB4PGIZFKLU7OQX4M/action/storage_attestation","attest_author":"https://pith.science/pith/MHSXLJKWRLB4PGIZFKLU7OQX4M/action/author_attestation","sign_citation":"https://pith.science/pith/MHSXLJKWRLB4PGIZFKLU7OQX4M/action/citation_signature","submit_replication":"https://pith.science/pith/MHSXLJKWRLB4PGIZFKLU7OQX4M/action/replication_record"}},"created_at":"2026-05-20T01:06:16.768085+00:00","updated_at":"2026-05-20T01:06:16.768085+00:00"}