{"id":"https://openalex.org/W7164413712","doi":"https://doi.org/10.48550/arxiv.2606.11522","title":"Search Discipline for Long-Horizon Research Agents","display_name":"Search Discipline for Long-Horizon Research Agents","publication_year":2026,"publication_date":"2026-06-09","ids":{"openalex":"https://openalex.org/W7164413712","doi":"https://doi.org/10.48550/arxiv.2606.11522"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.11522","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.11522","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.11522","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013568602","display_name":"Adithya Srinivasan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Srinivasan, Adithya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5138480478","display_name":"Devesh Paragiri","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paragiri, Devesh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13377","display_name":"Ecosystem dynamics and resilience","score":0.11219999939203262,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13377","display_name":"Ecosystem dynamics and resilience","score":0.11219999939203262,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.07109999656677246,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.06469999998807907,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/headline","display_name":"Headline","score":0.7696999907493591},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.4636000096797943},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.3578000068664551},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.35010001063346863},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.3190999925136566},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.31679999828338623}],"concepts":[{"id":"https://openalex.org/C2778689934","wikidata":"https://www.wikidata.org/wiki/Q1313396","display_name":"Headline","level":2,"score":0.7696999907493591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4805000126361847},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.4636000096797943},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3578000068664551},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.35010001063346863},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.3190999925136566},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.31679999828338623},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.31619998812675476},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.2921000123023987},{"id":"https://openalex.org/C3020493868","wikidata":"https://www.wikidata.org/wiki/Q55631277","display_name":"Real world data","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.259799987077713},{"id":"https://openalex.org/C63428231","wikidata":"https://www.wikidata.org/wiki/Q9043","display_name":"Norwegian","level":2,"score":0.257999986410141},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2578999996185303},{"id":"https://openalex.org/C197947376","wikidata":"https://www.wikidata.org/wiki/Q5155608","display_name":"Comparability","level":2,"score":0.25380000472068787}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.11522","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.11522","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.11522","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.11522","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Autoresearch":[0],"agents":[1],"now":[2],"propose,":[3],"evaluate,":[4],"and":[5,12,108,176,205,222,240],"select":[6],"scientific":[7,33],"candidates":[8],"against":[9],"a":[10,21,58,65,80,89,97,109,177,215,226,241],"metric,":[11],"that":[13,31,37,67,156,197,244],"metric":[14],"is":[15,74,83,88,139,165,235],"usually":[16],"an":[17,193],"aggregate":[18,41],"reduced":[19],"over":[20],"heterogeneous":[22],"space":[23],"of":[24,116,251],"regions,":[25],"slices,":[26],"or":[27],"cohorts.":[28],"We":[29,92,188],"show":[30],"when":[32],"validity":[34,82],"lives":[35],"in":[36,100],"disaggregated":[38,203],"structure,":[39],"the":[40,44,53,62,70,94,101,123,127,132,140,144,154,158,163,166,172,184,190,208,217,228,236,252],"can":[42,213,224],"rank":[43],"wrong":[45],"candidate":[46,66,107,200,216],"first.":[47],"The":[48,72,105,160],"headline":[49,145],"number":[50,63],"improves":[51],"while":[52,131],"structure":[54],"underneath":[55],"inverts,":[56],"so":[57],"decision":[59,148,191],"made":[60],"on":[61,96,119,201,246],"accepts":[64],"quietly":[68],"breaks":[69],"model.":[71,104],"failure":[73],"not":[75,143,150],"domain-specific.":[76],"It":[77,212],"appears":[78],"wherever":[79],"candidate's":[81],"multi-dimensional":[84],"but":[85],"its":[86,202],"verifier":[87],"single":[90],"reduction.":[91],"demonstrate":[93],"inversion":[95,237],"fire-model":[98],"task":[99],"Ecosystem":[102],"Demography":[103],"highest-scoring":[106],"slightly":[110],"lower":[111],"one":[112,125],"are":[113],"within":[114],"noise":[115],"each":[117,199],"other":[118,133],"global":[120],"score,":[121],"yet":[122],"top-scoring":[124],"collapses":[126],"protected":[128],"boreal":[129],"regions":[130],"preserves":[134],"them.":[135],"What":[136],"separates":[137],"them":[138],"per-region":[141],"behavior,":[142],"number.":[146],"This":[147],"should":[149],"be":[151],"left":[152],"to":[153,170,192],"agent":[155,161,185,209,218,229],"produced":[157],"candidates.":[159],"optimizing":[162],"score":[164,173],"last":[167],"party":[168],"likely":[169],"catch":[171],"being":[174],"wrong,":[175],"prompt":[178],"has":[179,186,210],"no":[180],"remaining":[181],"turn":[182],"once":[183],"stopped.":[187],"move":[189],"external":[194],"control":[195],"loop":[196],"audits":[198],"behavior":[204],"acts":[206],"after":[207],"decided.":[211],"demote":[214],"would":[219],"have":[220],"accepted,":[221],"it":[223],"reopen":[225],"run":[227],"had":[230],"declared":[231],"finished.":[232],"Our":[233],"contribution":[234],"finding":[238],"itself,":[239],"search-discipline":[242],"protocol":[243],"decides":[245],"reviewable":[247],"candidate-effect":[248],"evidence":[249],"instead":[250],"score.":[253]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-06-12T00:00:00"}