{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:V3PPZ4DP5BWFBVHASKQPKTFLHJ","short_pith_number":"pith:V3PPZ4DP","canonical_record":{"source":{"id":"2407.19492","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-07-28T13:15:51Z","cross_cats_sorted":["cs.AI","cs.ET"],"title_canon_sha256":"f0c9b2968277e04d50cd8ce6fa90693cdaca617f25ba5c7e6a1c1c451a339ea7","abstract_canon_sha256":"56a85354971ff6e74255178aa816effc22d7104e55f059131aa2554404ac1170"},"schema_version":"1.0"},"canonical_sha256":"aedefcf06fe86c50d4e092a0f54cab3a52828d0740e5fb3773556b1c05ca6114","source":{"kind":"arxiv","id":"2407.19492","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.19492","created_at":"2026-07-05T08:49:40Z"},{"alias_kind":"arxiv_version","alias_value":"2407.19492v1","created_at":"2026-07-05T08:49:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.19492","created_at":"2026-07-05T08:49:40Z"},{"alias_kind":"pith_short_12","alias_value":"V3PPZ4DP5BWF","created_at":"2026-07-05T08:49:40Z"},{"alias_kind":"pith_short_16","alias_value":"V3PPZ4DP5BWFBVHA","created_at":"2026-07-05T08:49:40Z"},{"alias_kind":"pith_short_8","alias_value":"V3PPZ4DP","created_at":"2026-07-05T08:49:40Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:V3PPZ4DP5BWFBVHASKQPKTFLHJ","target":"record","payload":{"canonical_record":{"source":{"id":"2407.19492","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-07-28T13:15:51Z","cross_cats_sorted":["cs.AI","cs.ET"],"title_canon_sha256":"f0c9b2968277e04d50cd8ce6fa90693cdaca617f25ba5c7e6a1c1c451a339ea7","abstract_canon_sha256":"56a85354971ff6e74255178aa816effc22d7104e55f059131aa2554404ac1170"},"schema_version":"1.0"},"canonical_sha256":"aedefcf06fe86c50d4e092a0f54cab3a52828d0740e5fb3773556b1c05ca6114","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:49:40.704713Z","signature_b64":"WyQjwOM7i2gS9Jc5paLiSg4Mf6QYVENTnYgHkQJesaylx1ynBsAniwaDUciNWb0wyKa+llM1FhM/O0I0P4SxCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"aedefcf06fe86c50d4e092a0f54cab3a52828d0740e5fb3773556b1c05ca6114","last_reissued_at":"2026-07-05T08:49:40.704221Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:49:40.704221Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2407.19492","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":"2026-07-05T08:49:40Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dEXVXL+Li8aPHyQCOfIN5I2tKH4AMYhIv1uQcY/NDGNMMLCduoC3Y5iKIeg+r2FL6i3TZYnL5QOu1CmcilTLBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T00:15:38.594918Z"},"content_sha256":"a840ceb2d8dc02549f6a737aa436354485e1fbda24421fe592b2a0da02ee4731","schema_version":"1.0","event_id":"sha256:a840ceb2d8dc02549f6a737aa436354485e1fbda24421fe592b2a0da02ee4731"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:V3PPZ4DP5BWFBVHASKQPKTFLHJ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Heads Up eXperience (HUX): Always-On AI Companion for Human Computer Environment Interaction","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.ET"],"primary_cat":"cs.HC","authors_text":"Gowdham Prabhakar, Rajashekhar V S, Sudhiksha Kandavel Rajan, Sukanth K","submitted_at":"2024-07-28T13:15:51Z","abstract_excerpt":"While current personal smart devices excel in digital domains, they fall short in assisting users during human environment interaction. This paper proposes Heads Up eXperience (HUX), an AI system designed to bridge this gap, serving as a constant companion across the extended reality (XR) environments. By tracking the user's eye gaze, analyzing the surrounding environment, and interpreting verbal contexts, the system captures and enhances multi-modal data, providing holistic context interpretation and memory storage in real-time task specific situations. This comprehensive approach enables mor"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.19492","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/2407.19492/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":"2026-07-05T08:49:40Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"CkjJeMOdL6NnrzqgnA3o9NyRkKp3HFSqeK7ImQEVsw/XXyDUmccMUnt0jyMTQhRw8SjcyzcW1UWck5SHW2zKAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T00:15:38.595862Z"},"content_sha256":"41edc6e8cb6561ffa1ae3876ea4b80edae3d2f16bbf59bf3f9efe0caf5fddc03","schema_version":"1.0","event_id":"sha256:41edc6e8cb6561ffa1ae3876ea4b80edae3d2f16bbf59bf3f9efe0caf5fddc03"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/V3PPZ4DP5BWFBVHASKQPKTFLHJ/bundle.json","state_url":"https://pith.science/pith/V3PPZ4DP5BWFBVHASKQPKTFLHJ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/V3PPZ4DP5BWFBVHASKQPKTFLHJ/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":"2026-08-09T00:15:38Z","links":{"resolver":"https://pith.science/pith/V3PPZ4DP5BWFBVHASKQPKTFLHJ","bundle":"https://pith.science/pith/V3PPZ4DP5BWFBVHASKQPKTFLHJ/bundle.json","state":"https://pith.science/pith/V3PPZ4DP5BWFBVHASKQPKTFLHJ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/V3PPZ4DP5BWFBVHASKQPKTFLHJ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:V3PPZ4DP5BWFBVHASKQPKTFLHJ","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":"56a85354971ff6e74255178aa816effc22d7104e55f059131aa2554404ac1170","cross_cats_sorted":["cs.AI","cs.ET"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-07-28T13:15:51Z","title_canon_sha256":"f0c9b2968277e04d50cd8ce6fa90693cdaca617f25ba5c7e6a1c1c451a339ea7"},"schema_version":"1.0","source":{"id":"2407.19492","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.19492","created_at":"2026-07-05T08:49:40Z"},{"alias_kind":"arxiv_version","alias_value":"2407.19492v1","created_at":"2026-07-05T08:49:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.19492","created_at":"2026-07-05T08:49:40Z"},{"alias_kind":"pith_short_12","alias_value":"V3PPZ4DP5BWF","created_at":"2026-07-05T08:49:40Z"},{"alias_kind":"pith_short_16","alias_value":"V3PPZ4DP5BWFBVHA","created_at":"2026-07-05T08:49:40Z"},{"alias_kind":"pith_short_8","alias_value":"V3PPZ4DP","created_at":"2026-07-05T08:49:40Z"}],"graph_snapshots":[{"event_id":"sha256:41edc6e8cb6561ffa1ae3876ea4b80edae3d2f16bbf59bf3f9efe0caf5fddc03","target":"graph","created_at":"2026-07-05T08:49:40Z","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/2407.19492/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"While current personal smart devices excel in digital domains, they fall short in assisting users during human environment interaction. This paper proposes Heads Up eXperience (HUX), an AI system designed to bridge this gap, serving as a constant companion across the extended reality (XR) environments. By tracking the user's eye gaze, analyzing the surrounding environment, and interpreting verbal contexts, the system captures and enhances multi-modal data, providing holistic context interpretation and memory storage in real-time task specific situations. This comprehensive approach enables mor","authors_text":"Gowdham Prabhakar, Rajashekhar V S, Sudhiksha Kandavel Rajan, Sukanth K","cross_cats":["cs.AI","cs.ET"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-07-28T13:15:51Z","title":"Heads Up eXperience (HUX): Always-On AI Companion for Human Computer Environment Interaction"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.19492","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:a840ceb2d8dc02549f6a737aa436354485e1fbda24421fe592b2a0da02ee4731","target":"record","created_at":"2026-07-05T08:49:40Z","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":"56a85354971ff6e74255178aa816effc22d7104e55f059131aa2554404ac1170","cross_cats_sorted":["cs.AI","cs.ET"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-07-28T13:15:51Z","title_canon_sha256":"f0c9b2968277e04d50cd8ce6fa90693cdaca617f25ba5c7e6a1c1c451a339ea7"},"schema_version":"1.0","source":{"id":"2407.19492","kind":"arxiv","version":1}},"canonical_sha256":"aedefcf06fe86c50d4e092a0f54cab3a52828d0740e5fb3773556b1c05ca6114","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"aedefcf06fe86c50d4e092a0f54cab3a52828d0740e5fb3773556b1c05ca6114","first_computed_at":"2026-07-05T08:49:40.704221Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:49:40.704221Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"WyQjwOM7i2gS9Jc5paLiSg4Mf6QYVENTnYgHkQJesaylx1ynBsAniwaDUciNWb0wyKa+llM1FhM/O0I0P4SxCw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:49:40.704713Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.19492","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a840ceb2d8dc02549f6a737aa436354485e1fbda24421fe592b2a0da02ee4731","sha256:41edc6e8cb6561ffa1ae3876ea4b80edae3d2f16bbf59bf3f9efe0caf5fddc03"],"state_sha256":"530c470b982404e2e180dcd0f9d0ca534faa491fd76cc9ed7bb149027fd82915"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"CzQTzByyHZdF9zFy9AhqmYq7qs0f7shTMdK3pwfx5mbM7IAaiFinIkjGDq8BWo4zU9V7nUp8lVzmYqBxfsKjCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T00:15:38.602557Z","bundle_sha256":"bba26afb4e6da661274d04399f2740eb4cb9668adf8499e4a9e124ab7cca7cc7"}}