{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2020:UZOD56UKFQVFQZSG577SORCVYM","short_pith_number":"pith:UZOD56UK","canonical_record":{"source":{"id":"2010.16244","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2020-10-30T13:16:10Z","cross_cats_sorted":[],"title_canon_sha256":"36c8463a29f3d8a43116fb9e93c24781cb5cb45fb816704970b1df5870f0c4e4","abstract_canon_sha256":"60d3ea861ea37c84747449f0140f763775a9910c6c3a1880632e5b9b283f8f67"},"schema_version":"1.0"},"canonical_sha256":"a65c3efa8a2c2a586646efff274455c3388b1ad77068854af032a708f0c46b4a","source":{"kind":"arxiv","id":"2010.16244","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2010.16244","created_at":"2026-07-05T03:24:55Z"},{"alias_kind":"arxiv_version","alias_value":"2010.16244v2","created_at":"2026-07-05T03:24:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2010.16244","created_at":"2026-07-05T03:24:55Z"},{"alias_kind":"pith_short_12","alias_value":"UZOD56UKFQVF","created_at":"2026-07-05T03:24:55Z"},{"alias_kind":"pith_short_16","alias_value":"UZOD56UKFQVFQZSG","created_at":"2026-07-05T03:24:55Z"},{"alias_kind":"pith_short_8","alias_value":"UZOD56UK","created_at":"2026-07-05T03:24:55Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2020:UZOD56UKFQVFQZSG577SORCVYM","target":"record","payload":{"canonical_record":{"source":{"id":"2010.16244","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2020-10-30T13:16:10Z","cross_cats_sorted":[],"title_canon_sha256":"36c8463a29f3d8a43116fb9e93c24781cb5cb45fb816704970b1df5870f0c4e4","abstract_canon_sha256":"60d3ea861ea37c84747449f0140f763775a9910c6c3a1880632e5b9b283f8f67"},"schema_version":"1.0"},"canonical_sha256":"a65c3efa8a2c2a586646efff274455c3388b1ad77068854af032a708f0c46b4a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T03:24:55.428240Z","signature_b64":"N8IW4dNoz8VwcCssG39BmAtscIO/Mzyt5I/z4PZFl3wdoRJM4R7BwpGVgXzpqAoFdcKEBeDbBaWfVPyakSR8DQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a65c3efa8a2c2a586646efff274455c3388b1ad77068854af032a708f0c46b4a","last_reissued_at":"2026-07-05T03:24:55.427748Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T03:24:55.427748Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2010.16244","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T03:24:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ac3VZ6KBxXfGyRt9B+p9Tx7LIRuxVzvUiSyVBlNHwo5FV6mgXD7qrkhKUnxsrLniXKQtt5cMhmMZqr28ysC6CA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T01:45:39.918629Z"},"content_sha256":"1c7fd79266db88d26456542cfe8fdb156d08e02fb5f968b2ef9ee3e9068ae2f0","schema_version":"1.0","event_id":"sha256:1c7fd79266db88d26456542cfe8fdb156d08e02fb5f968b2ef9ee3e9068ae2f0"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2020:UZOD56UKFQVFQZSG577SORCVYM","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Interleaving Fast and Slow Decision Making","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Aditya Gulati, Sarthak Soni, Shrisha Rao","submitted_at":"2020-10-30T13:16:10Z","abstract_excerpt":"The \"Thinking, Fast and Slow\" paradigm of Kahneman proposes that we use two different styles of thinking -- a fast and intuitive System 1 for certain tasks, along with a slower but more analytical System 2 for others. While the idea of using this two-system style of thinking is gaining popularity in AI and robotics, our work considers how to interleave the two styles of decision-making, i.e., how System 1 and System 2 should be used together. For this, we propose a novel and general framework which includes a new System 0 to oversee Systems 1 and 2. At every point when a decision needs to be m"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2010.16244","kind":"arxiv","version":2},"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/2010.16244/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":"2026-07-05T03:24:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"6MOOc+tC/yO9VVz3hZ+06C1oTx4mJOwKq3xBj+eN5Lp7gRvP2u2VbqmjW10FMVR7GrqrzpNh0AhMpiHg0y1/DA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T01:45:39.919161Z"},"content_sha256":"fbae69ec1f4012a6dd190b4273d2dbeaec5c803e827462fdb171c88d9b00fa8c","schema_version":"1.0","event_id":"sha256:fbae69ec1f4012a6dd190b4273d2dbeaec5c803e827462fdb171c88d9b00fa8c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/UZOD56UKFQVFQZSG577SORCVYM/bundle.json","state_url":"https://pith.science/pith/UZOD56UKFQVFQZSG577SORCVYM/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/UZOD56UKFQVFQZSG577SORCVYM/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":"2026-08-07T01:45:39Z","links":{"resolver":"https://pith.science/pith/UZOD56UKFQVFQZSG577SORCVYM","bundle":"https://pith.science/pith/UZOD56UKFQVFQZSG577SORCVYM/bundle.json","state":"https://pith.science/pith/UZOD56UKFQVFQZSG577SORCVYM/state.json","well_known_bundle":"https://pith.science/.well-known/pith/UZOD56UKFQVFQZSG577SORCVYM/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:UZOD56UKFQVFQZSG577SORCVYM","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":"60d3ea861ea37c84747449f0140f763775a9910c6c3a1880632e5b9b283f8f67","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2020-10-30T13:16:10Z","title_canon_sha256":"36c8463a29f3d8a43116fb9e93c24781cb5cb45fb816704970b1df5870f0c4e4"},"schema_version":"1.0","source":{"id":"2010.16244","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2010.16244","created_at":"2026-07-05T03:24:55Z"},{"alias_kind":"arxiv_version","alias_value":"2010.16244v2","created_at":"2026-07-05T03:24:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2010.16244","created_at":"2026-07-05T03:24:55Z"},{"alias_kind":"pith_short_12","alias_value":"UZOD56UKFQVF","created_at":"2026-07-05T03:24:55Z"},{"alias_kind":"pith_short_16","alias_value":"UZOD56UKFQVFQZSG","created_at":"2026-07-05T03:24:55Z"},{"alias_kind":"pith_short_8","alias_value":"UZOD56UK","created_at":"2026-07-05T03:24:55Z"}],"graph_snapshots":[{"event_id":"sha256:fbae69ec1f4012a6dd190b4273d2dbeaec5c803e827462fdb171c88d9b00fa8c","target":"graph","created_at":"2026-07-05T03:24:55Z","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/2010.16244/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The \"Thinking, Fast and Slow\" paradigm of Kahneman proposes that we use two different styles of thinking -- a fast and intuitive System 1 for certain tasks, along with a slower but more analytical System 2 for others. While the idea of using this two-system style of thinking is gaining popularity in AI and robotics, our work considers how to interleave the two styles of decision-making, i.e., how System 1 and System 2 should be used together. For this, we propose a novel and general framework which includes a new System 0 to oversee Systems 1 and 2. At every point when a decision needs to be m","authors_text":"Aditya Gulati, Sarthak Soni, Shrisha Rao","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2020-10-30T13:16:10Z","title":"Interleaving Fast and Slow Decision Making"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2010.16244","kind":"arxiv","version":2},"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":"sha256:1c7fd79266db88d26456542cfe8fdb156d08e02fb5f968b2ef9ee3e9068ae2f0","target":"record","created_at":"2026-07-05T03:24:55Z","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":"60d3ea861ea37c84747449f0140f763775a9910c6c3a1880632e5b9b283f8f67","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2020-10-30T13:16:10Z","title_canon_sha256":"36c8463a29f3d8a43116fb9e93c24781cb5cb45fb816704970b1df5870f0c4e4"},"schema_version":"1.0","source":{"id":"2010.16244","kind":"arxiv","version":2}},"canonical_sha256":"a65c3efa8a2c2a586646efff274455c3388b1ad77068854af032a708f0c46b4a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a65c3efa8a2c2a586646efff274455c3388b1ad77068854af032a708f0c46b4a","first_computed_at":"2026-07-05T03:24:55.427748Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:24:55.427748Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"N8IW4dNoz8VwcCssG39BmAtscIO/Mzyt5I/z4PZFl3wdoRJM4R7BwpGVgXzpqAoFdcKEBeDbBaWfVPyakSR8DQ==","signature_status":"signed_v1","signed_at":"2026-07-05T03:24:55.428240Z","signed_message":"canonical_sha256_bytes"},"source_id":"2010.16244","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1c7fd79266db88d26456542cfe8fdb156d08e02fb5f968b2ef9ee3e9068ae2f0","sha256:fbae69ec1f4012a6dd190b4273d2dbeaec5c803e827462fdb171c88d9b00fa8c"],"state_sha256":"3d0e2faa39292f49ad5cd27015df3301c6ced7313430f36e017243e0c8dc600b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"SCkbIg4Wz8KthL9pUCriyVtpQYPkO4sNOaCtGwBHTvhQjfSmc005NN7GYISklOC2nIMk/qpK9DMTQnMhAD2TDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T01:45:39.922769Z","bundle_sha256":"dcd8e978b3ad041ab4c59cbf491ef004a8f40c3c37702d18a0ddf770eb941e7e"}}