{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:RZBEH7VLSF4R4LKDXUGC3W56PZ","short_pith_number":"pith:RZBEH7VL","canonical_record":{"source":{"id":"2606.06698","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-04T20:35:15Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"08238c759bef055ad5cbb9be3a2fc4ee4dac4b69331515d21347cfb99d46e9db","abstract_canon_sha256":"4eded3aae3de74d8213c07c92428a3ae6cc7fc4a840da859b8ac295fe61415f6"},"schema_version":"1.0"},"canonical_sha256":"8e4243feab91791e2d43bd0c2ddbbe7e53af37308e513bd081a0d32df9d81065","source":{"kind":"arxiv","id":"2606.06698","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.06698","created_at":"2026-06-08T01:04:23Z"},{"alias_kind":"arxiv_version","alias_value":"2606.06698v1","created_at":"2026-06-08T01:04:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.06698","created_at":"2026-06-08T01:04:23Z"},{"alias_kind":"pith_short_12","alias_value":"RZBEH7VLSF4R","created_at":"2026-06-08T01:04:23Z"},{"alias_kind":"pith_short_16","alias_value":"RZBEH7VLSF4R4LKD","created_at":"2026-06-08T01:04:23Z"},{"alias_kind":"pith_short_8","alias_value":"RZBEH7VL","created_at":"2026-06-08T01:04:23Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:RZBEH7VLSF4R4LKDXUGC3W56PZ","target":"record","payload":{"canonical_record":{"source":{"id":"2606.06698","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-04T20:35:15Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"08238c759bef055ad5cbb9be3a2fc4ee4dac4b69331515d21347cfb99d46e9db","abstract_canon_sha256":"4eded3aae3de74d8213c07c92428a3ae6cc7fc4a840da859b8ac295fe61415f6"},"schema_version":"1.0"},"canonical_sha256":"8e4243feab91791e2d43bd0c2ddbbe7e53af37308e513bd081a0d32df9d81065","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-08T01:04:23.252852Z","signature_b64":"i37OE5lAqdQ5U0jiSUL1awCgjaBVgf/I9J19rUTZiuNiW2jZgwXmsBFEsgxVzI+Lj0rSHyfkxYcvrl7VXJQQDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8e4243feab91791e2d43bd0c2ddbbe7e53af37308e513bd081a0d32df9d81065","last_reissued_at":"2026-06-08T01:04:23.252416Z","signature_status":"signed_v1","first_computed_at":"2026-06-08T01:04:23.252416Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.06698","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":"2026-06-08T01:04:23Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KpX5kG+646Rv2JOi9qe/c8dxCH1luIQz0mU6dNl7Ftw0DpSt4vPE+bEs1FMVbq0H2jyPJahGo9C6BRepvSSUAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-08T14:55:23.645084Z"},"content_sha256":"ea3c9519098ded992fe01d05e3d3818a6d24a5e3eecb5e44235d091f311714cd","schema_version":"1.0","event_id":"sha256:ea3c9519098ded992fe01d05e3d3818a6d24a5e3eecb5e44235d091f311714cd"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:RZBEH7VLSF4R4LKDXUGC3W56PZ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"RECAP: Regression Evaluation for Continual Adaptation of Prompts","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.CL"],"primary_cat":"cs.LG","authors_text":"Harsh Deshpande, Kushal Chawla, Sangwoo Cho, William Campbell","submitted_at":"2026-06-04T20:35:15Z","abstract_excerpt":"Production agentic systems routinely face evolving constraints and must comply from the very next interaction. Scenarios like a tool-call notification changing a compliance threshold or a policy update adding disclosure requirements fit this criteria, having close to no room for errors in production. This proactive adaptation setting is common in deployment, but absent from current benchmarks, which assume either static constraint sets or reactive protocols with evaluation feedback. We introduce RECAP, a benchmark that measures continual-learning phenomena (forgetting, regression, forward tran"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.06698","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/2606.06698/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":"2026-06-08T01:04:23Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"txcY/96/+kKlFRd9YG9Wx9C6ZGRVcboA2HGWeXg5QUggeuZRzdpQqigVYy3qV9p6cYcrcVKyBlTk6kKmatANBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-08T14:55:23.645474Z"},"content_sha256":"4ba25e986d39bf11815d488ca90614a52e515f65018ef3b032e4689068dd8190","schema_version":"1.0","event_id":"sha256:4ba25e986d39bf11815d488ca90614a52e515f65018ef3b032e4689068dd8190"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/RZBEH7VLSF4R4LKDXUGC3W56PZ/bundle.json","state_url":"https://pith.science/pith/RZBEH7VLSF4R4LKDXUGC3W56PZ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/RZBEH7VLSF4R4LKDXUGC3W56PZ/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":"2026-06-08T14:55:23Z","links":{"resolver":"https://pith.science/pith/RZBEH7VLSF4R4LKDXUGC3W56PZ","bundle":"https://pith.science/pith/RZBEH7VLSF4R4LKDXUGC3W56PZ/bundle.json","state":"https://pith.science/pith/RZBEH7VLSF4R4LKDXUGC3W56PZ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/RZBEH7VLSF4R4LKDXUGC3W56PZ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:RZBEH7VLSF4R4LKDXUGC3W56PZ","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":"4eded3aae3de74d8213c07c92428a3ae6cc7fc4a840da859b8ac295fe61415f6","cross_cats_sorted":["cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-04T20:35:15Z","title_canon_sha256":"08238c759bef055ad5cbb9be3a2fc4ee4dac4b69331515d21347cfb99d46e9db"},"schema_version":"1.0","source":{"id":"2606.06698","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.06698","created_at":"2026-06-08T01:04:23Z"},{"alias_kind":"arxiv_version","alias_value":"2606.06698v1","created_at":"2026-06-08T01:04:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.06698","created_at":"2026-06-08T01:04:23Z"},{"alias_kind":"pith_short_12","alias_value":"RZBEH7VLSF4R","created_at":"2026-06-08T01:04:23Z"},{"alias_kind":"pith_short_16","alias_value":"RZBEH7VLSF4R4LKD","created_at":"2026-06-08T01:04:23Z"},{"alias_kind":"pith_short_8","alias_value":"RZBEH7VL","created_at":"2026-06-08T01:04:23Z"}],"graph_snapshots":[{"event_id":"sha256:4ba25e986d39bf11815d488ca90614a52e515f65018ef3b032e4689068dd8190","target":"graph","created_at":"2026-06-08T01:04:23Z","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/2606.06698/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Production agentic systems routinely face evolving constraints and must comply from the very next interaction. Scenarios like a tool-call notification changing a compliance threshold or a policy update adding disclosure requirements fit this criteria, having close to no room for errors in production. This proactive adaptation setting is common in deployment, but absent from current benchmarks, which assume either static constraint sets or reactive protocols with evaluation feedback. We introduce RECAP, a benchmark that measures continual-learning phenomena (forgetting, regression, forward tran","authors_text":"Harsh Deshpande, Kushal Chawla, Sangwoo Cho, William Campbell","cross_cats":["cs.CL"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-04T20:35:15Z","title":"RECAP: Regression Evaluation for Continual Adaptation of Prompts"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.06698","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:ea3c9519098ded992fe01d05e3d3818a6d24a5e3eecb5e44235d091f311714cd","target":"record","created_at":"2026-06-08T01:04:23Z","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":"4eded3aae3de74d8213c07c92428a3ae6cc7fc4a840da859b8ac295fe61415f6","cross_cats_sorted":["cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-04T20:35:15Z","title_canon_sha256":"08238c759bef055ad5cbb9be3a2fc4ee4dac4b69331515d21347cfb99d46e9db"},"schema_version":"1.0","source":{"id":"2606.06698","kind":"arxiv","version":1}},"canonical_sha256":"8e4243feab91791e2d43bd0c2ddbbe7e53af37308e513bd081a0d32df9d81065","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8e4243feab91791e2d43bd0c2ddbbe7e53af37308e513bd081a0d32df9d81065","first_computed_at":"2026-06-08T01:04:23.252416Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-08T01:04:23.252416Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"i37OE5lAqdQ5U0jiSUL1awCgjaBVgf/I9J19rUTZiuNiW2jZgwXmsBFEsgxVzI+Lj0rSHyfkxYcvrl7VXJQQDg==","signature_status":"signed_v1","signed_at":"2026-06-08T01:04:23.252852Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.06698","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ea3c9519098ded992fe01d05e3d3818a6d24a5e3eecb5e44235d091f311714cd","sha256:4ba25e986d39bf11815d488ca90614a52e515f65018ef3b032e4689068dd8190"],"state_sha256":"f357eb2cf6176741bd3af1738568cda0085c7fa8bc526b75fd20add4d08260ad"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Eu0GgoePc3IZyi4sUC8UO83KEAJNaVpii9V+TMarpREC4/Khtx3Sl8MAMdv4b7VXQbhw5uYoror6Pjh7nvdrCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-08T14:55:23.647454Z","bundle_sha256":"cf87622d37a86273f57f1427333ac6a330c5d1e4277a51eb68bea05a2789d8e4"}}