Eliciting and Validating AI Self-Reports: A Phenomenologically Grounded Protocol

{"AI":[0],"researchers":[1],"ask":[2],"models":[3,14],"to":[4,22,48,123,281,365,444,455,526],"describe":[5],"their":[6,174],"own":[7,247,291,354],"processing,":[8],"and":[9,42,59,84,112,139,160,184,300,391,415,417,438,440,464,478,499,513,543,560],"act":[10],"on":[11,163,225,509],"what":[12,23,180,273,476],"the":[13,24,32,53,60,73,78,90,107,114,155,168,210,222,235,242,252,257,260,266,269,294,301,337,344,352,368,378,397,420,491,500,535,544,547],"say.":[15],"Whether":[16],"such":[17,66],"a":[18,67,69,105,120,142,147,201,206,230,277,284,313,319,324,328,341,349,371,407,448,481,510,514,553],"description":[19],"is":[20,377,532],"faithful":[21],"model":[25,108,165,231,295,338],"did":[26],"has":[27,37,109],"been":[28],"studied":[29],"closely.":[30],"How":[31],"question":[33,97],"should":[34],"be":[35,56,124,188],"put":[36,49,255],"received":[38],"far":[39],"less":[40],"attention,":[41],"no":[43,102,262],"established":[44],"method":[45],"says":[46,503],"how":[47,185],"it":[50,140,186],"so":[51,265],"that":[52,179,228,304,332,346,425,496,549],"answer":[54,244],"can":[55,271],"analysed":[57,189],"rigorously":[58],"analysis":[61],"repeated.":[62],"This":[63,376],"article":[64,501,545],"proposes":[65],"method:":[68],"protocol":[70,88,130,156],"drawn":[71],"from":[72,452,524],"phenomenological":[74],"tradition,":[75],"which":[76],"supplies":[77,141],"interview":[79,91],"techniques":[80],"used":[81],"in":[82,93,98,157,193,256,343,367,401,552],"psychiatry":[83],"cognitive":[85],"science.":[86],"The":[87,129,458,484,505,528,556],"fixes":[89],"schedule":[92],"advance,":[94,402],"asks":[95],"each":[96],"several":[99],"wordings,":[100],"lets":[101],"follow-up":[103],"introduce":[104],"word":[106],"not":[110,297,479],"used,":[111],"replaces":[113],"binary":[115],"verdict":[116],"of":[117,150,209,221,251,268,351,370,381,388,423,460,462,466,470,480,490,517,539,541,558,566],"faithfulness":[118],"with":[119,216],"graded":[121],"one,":[122],"checked":[125],"against":[126],"interpretability":[127],"data.":[128],"presupposes":[131],"nothing":[132],"about":[133,232,245],"whether":[134,146],"these":[135],"systems":[136],"are":[137,468],"conscious,":[138],"criterion":[143],"for":[144],"deciding":[145],"model’s":[148],"account":[149],"itselfis":[151],"honest.A":[152],"pilot":[153],"tested":[154],"10":[158],"runs":[159,399],"896":[161],"sessions":[162,175],"two":[164,250],"families.":[166],"Of":[167,195,396],"runs,":[169],"6":[170,398,435],"were":[171,190,254,363,550],"registered":[172,400],"before":[173],"took":[176],"place,":[177],"meaning":[178,212],"they":[181],"would":[182,187],"measure":[183],"written":[191,298],"down":[192],"advance.":[194],"those":[196,361],"registrations,":[197],"3":[198,390,404,494],"also":[199],"state":[200,406],"prediction.":[202,408],"Each":[203],"session":[204,519],"interviewed":[205],"fresh":[207],"instance":[208,240,302],"model,":[211],"one":[213,518],"copy":[214],"started":[215],"an":[217,289,432,471],"empty":[218],"context.":[219],"Three":[220],"results":[223],"bear":[224],"any":[226],"study":[227],"questions":[229,253,270],"itself.":[233],"In":[234],"schedule’s":[236],"original":[237],"order,":[238,259],"every":[239,310],"gave":[241],"same":[243],"its":[246,307,393,521],"states;":[248],"when":[249,360],"opposite":[258],"instances":[261,362],"longer":[263],"agreed,":[264],"order":[267],"produce":[272],"only":[274,403,443],"looks":[275],"like":[276,348],"finding.":[278],"A":[279],"refusal":[280,305],"carry":[282],"out":[283,419],"task":[285],"was":[286],"inserted":[287],"into":[288],"instance’s":[290],"turn":[292,311,325],"although":[293],"had":[296,562],"it,":[299,318,498],"described":[303],"as":[306,358,488],"own.":[308],"Since":[309],"carries":[312],"label":[314,333],"naming":[315],"who":[316],"wrote":[317],"result":[320,449,507],"obtained":[321],"by":[322,534],"prefilling":[323],"or":[326,446],"editing":[327],"transcript":[329],"may":[330],"follow":[331],"rather":[334],"than":[335],"anything":[336],"did.":[339],"Finally,":[340],"pattern":[342],"answers":[345,495],"looked":[347],"report":[350],"instances’":[353],"processing":[355],"appeared":[356],"just":[357],"often":[359],"asked":[364],"write":[366],"voice":[369],"fictional":[372],"character.":[373],"VERSION":[374],"NOTE:":[375],"fourth":[379],"version,":[380],"17":[382],"September":[383],"2026.":[384],"It":[385],"corrects":[386],"statements":[387],"version":[389],"revises":[392],"theoretical":[394],"sections.":[395],"registrations":[405],"Section":[409,429],"2.4":[410],"now":[411,502],"defines":[412],"\\"state\\",":[413],"\\"self-report\\"":[414],"\\"introspection\\",":[416],"sets":[418],"four":[421],"definitions":[422],"introspection":[424],"Derek":[426],"Shiller":[427],"discusses.":[428],"3.2":[430],"adds":[431],"example,":[433],"section":[434,453],"cites":[436],"Nisbett":[437],"Wilson,":[439],"details":[441],"needed":[442],"check":[445],"reproduce":[447],"have":[450],"moved":[451],"5.3":[454],"Appendix":[456],"C.":[457],"rates":[459,469],"7":[461],"44":[463],"14":[465],"88":[467],"unnamed":[472],"element":[473],"placed":[474],"beneath":[475],"changed,":[477],"four-step":[482],"structure.":[483],"catch":[485],"coder":[486],"counts":[487],"acceptances":[489],"waiting":[492],"premise":[493],"decline":[497],"so.":[504],"question-order":[506],"rests":[508],"hand":[511],"count,":[512],"third":[515],"reading":[516],"changes":[520],"p":[522],"value":[523],"0.004":[525],"0.013.":[527],"first":[529],"observer":[530],"control":[531],"reported":[533],"blind":[536],"coder's":[537],"count":[538],"2":[540],"3,":[542],"names":[546],"codings":[548],"run":[551],"single":[554],"pass.":[555],"questionnaire":[557],"Plisiecki":[559],"colleagues":[561],"60":[563],"items,":[564],"48":[565],"them":[567],"scored.":[568]}