{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:QJRIA2CDMFPEJPKU7NX2M2PHTL","short_pith_number":"pith:QJRIA2CD","canonical_record":{"source":{"id":"2608.03276","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-08-04T07:51:37Z","cross_cats_sorted":[],"title_canon_sha256":"73f3e455d4a00bb615d4dc267b6e0a8743fc5f025ff27341621df6287e6ad16c","abstract_canon_sha256":"ea6ec27b3b01ad484ed0450f4f5e59482cec9a41c8891ee35ab0cbb814aa3a03"},"schema_version":"1.0"},"canonical_sha256":"8262806843615e44bd54fb6fa669e79ac793ba4120dc025d5bf3c42334677fa3","source":{"kind":"arxiv","id":"2608.03276","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.03276","created_at":"2026-08-05T00:46:37Z"},{"alias_kind":"arxiv_version","alias_value":"2608.03276v1","created_at":"2026-08-05T00:46:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.03276","created_at":"2026-08-05T00:46:37Z"},{"alias_kind":"pith_short_12","alias_value":"QJRIA2CDMFPE","created_at":"2026-08-05T00:46:37Z"},{"alias_kind":"pith_short_16","alias_value":"QJRIA2CDMFPEJPKU","created_at":"2026-08-05T00:46:37Z"},{"alias_kind":"pith_short_8","alias_value":"QJRIA2CD","created_at":"2026-08-05T00:46:37Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:QJRIA2CDMFPEJPKU7NX2M2PHTL","target":"record","payload":{"canonical_record":{"source":{"id":"2608.03276","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-08-04T07:51:37Z","cross_cats_sorted":[],"title_canon_sha256":"73f3e455d4a00bb615d4dc267b6e0a8743fc5f025ff27341621df6287e6ad16c","abstract_canon_sha256":"ea6ec27b3b01ad484ed0450f4f5e59482cec9a41c8891ee35ab0cbb814aa3a03"},"schema_version":"1.0"},"canonical_sha256":"8262806843615e44bd54fb6fa669e79ac793ba4120dc025d5bf3c42334677fa3","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-05T00:46:37.576976Z","signature_b64":"J7ECtP5UiMk+xeSjKV2DMN1TAkuwcWIjSobTp0zpuAifjUwNsV+vBMrmxXQ1JvParKFpusvxa6yir9D/R07/Bg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8262806843615e44bd54fb6fa669e79ac793ba4120dc025d5bf3c42334677fa3","last_reissued_at":"2026-08-05T00:46:37.574626Z","signature_status":"signed_v1","first_computed_at":"2026-08-05T00:46:37.574626Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2608.03276","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":"2026-08-05T00:46:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yxesPuRRTPuDf3NI8K74IB8sV43hN/9wQU7Cc4tDzuHKO9gdKJXFiOUxm46LPS/CeJcHITROEWGH21vi9UBsBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T12:06:24.472305Z"},"content_sha256":"dcc7b32af8f1cda7b626424420f48158a7b4eae2164f2397a332410fa40e6125","schema_version":"1.0","event_id":"sha256:dcc7b32af8f1cda7b626424420f48158a7b4eae2164f2397a332410fa40e6125"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:QJRIA2CDMFPEJPKU7NX2M2PHTL","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"TaskPress: Query-Agnostic KV Cache Compression via Task-Guided Pruning","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Seung-won Hwang, Wonpyo Park","submitted_at":"2026-08-04T07:51:37Z","abstract_excerpt":"Long-context inference with large language models is constrained by the linear growth of the key-value cache to sequence length. While pruning offers mitigation, prevailing methods determine query-specific token importance that cannot be reused across unseen queries. In contrast, we introduce TaskPress, a framework for task-guided, query-agnostic KV cache eviction. Instead of optimizing the cache for a single query, TaskPress constructs a reusable memory representation conditioned on a high-level task guide. The guide functions as a meta-query during prefill to filter irrelevant tokens before "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.03276","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/2608.03276/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":"2026-08-05T00:46:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"r4ckGEkgKgwSIVb0TGM+6D1HOv/MgKpOFslbt9FD0ag+olQN7Nd/iWgMou4NnHVU6nBfdnedI5QNWCxlkUGnAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T12:06:24.472800Z"},"content_sha256":"8b131d15160dbfb9aace0f734a96f51acc05a05df7e95caed1fb768f83f7f492","schema_version":"1.0","event_id":"sha256:8b131d15160dbfb9aace0f734a96f51acc05a05df7e95caed1fb768f83f7f492"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/QJRIA2CDMFPEJPKU7NX2M2PHTL/bundle.json","state_url":"https://pith.science/pith/QJRIA2CDMFPEJPKU7NX2M2PHTL/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/QJRIA2CDMFPEJPKU7NX2M2PHTL/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":"2026-08-06T12:06:24Z","links":{"resolver":"https://pith.science/pith/QJRIA2CDMFPEJPKU7NX2M2PHTL","bundle":"https://pith.science/pith/QJRIA2CDMFPEJPKU7NX2M2PHTL/bundle.json","state":"https://pith.science/pith/QJRIA2CDMFPEJPKU7NX2M2PHTL/state.json","well_known_bundle":"https://pith.science/.well-known/pith/QJRIA2CDMFPEJPKU7NX2M2PHTL/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:QJRIA2CDMFPEJPKU7NX2M2PHTL","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":"ea6ec27b3b01ad484ed0450f4f5e59482cec9a41c8891ee35ab0cbb814aa3a03","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-08-04T07:51:37Z","title_canon_sha256":"73f3e455d4a00bb615d4dc267b6e0a8743fc5f025ff27341621df6287e6ad16c"},"schema_version":"1.0","source":{"id":"2608.03276","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.03276","created_at":"2026-08-05T00:46:37Z"},{"alias_kind":"arxiv_version","alias_value":"2608.03276v1","created_at":"2026-08-05T00:46:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.03276","created_at":"2026-08-05T00:46:37Z"},{"alias_kind":"pith_short_12","alias_value":"QJRIA2CDMFPE","created_at":"2026-08-05T00:46:37Z"},{"alias_kind":"pith_short_16","alias_value":"QJRIA2CDMFPEJPKU","created_at":"2026-08-05T00:46:37Z"},{"alias_kind":"pith_short_8","alias_value":"QJRIA2CD","created_at":"2026-08-05T00:46:37Z"}],"graph_snapshots":[{"event_id":"sha256:8b131d15160dbfb9aace0f734a96f51acc05a05df7e95caed1fb768f83f7f492","target":"graph","created_at":"2026-08-05T00:46:37Z","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/2608.03276/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Long-context inference with large language models is constrained by the linear growth of the key-value cache to sequence length. While pruning offers mitigation, prevailing methods determine query-specific token importance that cannot be reused across unseen queries. In contrast, we introduce TaskPress, a framework for task-guided, query-agnostic KV cache eviction. Instead of optimizing the cache for a single query, TaskPress constructs a reusable memory representation conditioned on a high-level task guide. The guide functions as a meta-query during prefill to filter irrelevant tokens before ","authors_text":"Seung-won Hwang, Wonpyo Park","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-08-04T07:51:37Z","title":"TaskPress: Query-Agnostic KV Cache Compression via Task-Guided Pruning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.03276","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:dcc7b32af8f1cda7b626424420f48158a7b4eae2164f2397a332410fa40e6125","target":"record","created_at":"2026-08-05T00:46:37Z","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":"ea6ec27b3b01ad484ed0450f4f5e59482cec9a41c8891ee35ab0cbb814aa3a03","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-08-04T07:51:37Z","title_canon_sha256":"73f3e455d4a00bb615d4dc267b6e0a8743fc5f025ff27341621df6287e6ad16c"},"schema_version":"1.0","source":{"id":"2608.03276","kind":"arxiv","version":1}},"canonical_sha256":"8262806843615e44bd54fb6fa669e79ac793ba4120dc025d5bf3c42334677fa3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8262806843615e44bd54fb6fa669e79ac793ba4120dc025d5bf3c42334677fa3","first_computed_at":"2026-08-05T00:46:37.574626Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-05T00:46:37.574626Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"J7ECtP5UiMk+xeSjKV2DMN1TAkuwcWIjSobTp0zpuAifjUwNsV+vBMrmxXQ1JvParKFpusvxa6yir9D/R07/Bg==","signature_status":"signed_v1","signed_at":"2026-08-05T00:46:37.576976Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.03276","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:dcc7b32af8f1cda7b626424420f48158a7b4eae2164f2397a332410fa40e6125","sha256:8b131d15160dbfb9aace0f734a96f51acc05a05df7e95caed1fb768f83f7f492"],"state_sha256":"038b53cbeb985a47bcd639eebf234d7a7f91c169b746855496403de51db2d372"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"IvB+JHznyniXGIfrGnux0QxhI8MSs2ZU0lsTcx8fYtGk6f/1syU3pd54di/8ZQRzzuHmlb+Jl5lDNemrqXu2BA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T12:06:24.482250Z","bundle_sha256":"f9710b86a79daf286c69913ff18d204e7ce54f39d3a5c8ff298d8d2587e6b623"}}