{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:XZ2L46GTEBSVPZ5NTW227746JB","short_pith_number":"pith:XZ2L46GT","schema_version":"1.0","canonical_sha256":"be74be78d3206557e7ad9db5afff9e486052f38627c57e25b0437dfa19c4309e","source":{"kind":"arxiv","id":"2606.01424","version":1},"attestation_state":"computed","paper":{"title":"Technology Speed Limits","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"econ.TH","authors_text":"Andrew Koh, Sivakorn Sanguanmoo","submitted_at":"2026-05-31T19:47:40Z","abstract_excerpt":"We study optimal technology regulation when private learning occurs both through doing (scaling up the technology) and through waiting (as time passes). We show that an adaptive speed limit -- a cap on the rate at which the technology can increase per-unit time -- delivers optimal worst-case guarantees over all learning processes and/or preferences, and is the only time-consistent mechanism that does so."},"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":"2606.01424","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"econ.TH","submitted_at":"2026-05-31T19:47:40Z","cross_cats_sorted":[],"title_canon_sha256":"a26e398151ed6cfce224bb22f78107956c2e2f01ae687bc46c38366526f810bd","abstract_canon_sha256":"b3c7cd359c3f6ad9d647bf24cff408322c1290ae97eeea1a9f4aec48ab58f6ba"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-02T02:04:32.853865Z","signature_b64":"pJ2fOxWP8RMc9XyCwjX71j6SREZe34Z/fSzwlN4i/hTlAAPIc613nxqEwHb4GuyW6a07u4r9U+UuteHIvM20AQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"be74be78d3206557e7ad9db5afff9e486052f38627c57e25b0437dfa19c4309e","last_reissued_at":"2026-06-02T02:04:32.853437Z","signature_status":"signed_v1","first_computed_at":"2026-06-02T02:04:32.853437Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Technology Speed Limits","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"econ.TH","authors_text":"Andrew Koh, Sivakorn Sanguanmoo","submitted_at":"2026-05-31T19:47:40Z","abstract_excerpt":"We study optimal technology regulation when private learning occurs both through doing (scaling up the technology) and through waiting (as time passes). We show that an adaptive speed limit -- a cap on the rate at which the technology can increase per-unit time -- delivers optimal worst-case guarantees over all learning processes and/or preferences, and is the only time-consistent mechanism that does so."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.01424","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/2606.01424/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":"2606.01424","created_at":"2026-06-02T02:04:32.853505+00:00"},{"alias_kind":"arxiv_version","alias_value":"2606.01424v1","created_at":"2026-06-02T02:04:32.853505+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.01424","created_at":"2026-06-02T02:04:32.853505+00:00"},{"alias_kind":"pith_short_12","alias_value":"XZ2L46GTEBSV","created_at":"2026-06-02T02:04:32.853505+00:00"},{"alias_kind":"pith_short_16","alias_value":"XZ2L46GTEBSVPZ5N","created_at":"2026-06-02T02:04:32.853505+00:00"},{"alias_kind":"pith_short_8","alias_value":"XZ2L46GT","created_at":"2026-06-02T02:04:32.853505+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/XZ2L46GTEBSVPZ5NTW227746JB","json":"https://pith.science/pith/XZ2L46GTEBSVPZ5NTW227746JB.json","graph_json":"https://pith.science/api/pith-number/XZ2L46GTEBSVPZ5NTW227746JB/graph.json","events_json":"https://pith.science/api/pith-number/XZ2L46GTEBSVPZ5NTW227746JB/events.json","paper":"https://pith.science/paper/XZ2L46GT"},"agent_actions":{"view_html":"https://pith.science/pith/XZ2L46GTEBSVPZ5NTW227746JB","download_json":"https://pith.science/pith/XZ2L46GTEBSVPZ5NTW227746JB.json","view_paper":"https://pith.science/paper/XZ2L46GT","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2606.01424&json=true","fetch_graph":"https://pith.science/api/pith-number/XZ2L46GTEBSVPZ5NTW227746JB/graph.json","fetch_events":"https://pith.science/api/pith-number/XZ2L46GTEBSVPZ5NTW227746JB/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/XZ2L46GTEBSVPZ5NTW227746JB/action/timestamp_anchor","attest_storage":"https://pith.science/pith/XZ2L46GTEBSVPZ5NTW227746JB/action/storage_attestation","attest_author":"https://pith.science/pith/XZ2L46GTEBSVPZ5NTW227746JB/action/author_attestation","sign_citation":"https://pith.science/pith/XZ2L46GTEBSVPZ5NTW227746JB/action/citation_signature","submit_replication":"https://pith.science/pith/XZ2L46GTEBSVPZ5NTW227746JB/action/replication_record"}},"created_at":"2026-06-02T02:04:32.853505+00:00","updated_at":"2026-06-02T02:04:32.853505+00:00"}