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R /Pg 5 0 R >> endobj 84 0 obj << /S /Span /Type /StructElem /ActualText (: explainable hiring ) /K [28] /P 82 0 R /Pg 5 0 R >> endobj 85 0 obj << /S /Span /Type /StructElem /ActualText /K [29] /P 82 0 R /Pg 5 0 R >> endobj 86 0 obj << /S /Span /Type /StructElem /ActualText /K [30] /P 82 0 R /Pg 5 0 R >> endobj 82 0 obj << /S /P /Type /StructElem /K [81 0 R 83 0 R 84 0 R 85 0 R 86 0 R] /P 54 0 R >> endobj 87 0 obj << /S /Span /Type /StructElem /ActualText /K [31] /P 88 0 R /Pg 5 0 R >> endobj 89 0 obj << /S /Span /Type /StructElem /ActualText (Enterprise constraints) /K [32] /P 88 0 R /Pg 5 0 R >> endobj 90 0 obj << /S /Span /Type /StructElem /ActualText (: many orgs ) /K [33] /P 88 0 R /Pg 5 0 R >> endobj 91 0 obj << /S /Span /Type /StructElem /ActualText (avoid LLMs due to privacy/compliance ) /K [34] /P 88 0 R /Pg 5 0 R >> endobj 92 0 obj << /S /Span /Type /StructElem /ActualText (and hallucination risk) /K [35] /P 88 0 R /Pg 5 0 R >> endobj 93 0 obj << /S /Span /Type /StructElem /ActualText /K [36] /P 88 0 R /Pg 5 0 R >> endobj 94 0 obj << /S /Span /Type /StructElem /ActualText (rules + ) /K [37] /P 88 0 R /Pg 5 0 R >> endobj 95 0 obj << /S /Span /Type /StructElem /ActualText (database are safer and controllable.) /K [38] /P 88 0 R /Pg 5 0 R >> endobj 88 0 obj << /S /P /Type /StructElem /K [87 0 R 89 0 R 90 0 R 91 0 R 92 0 R 93 0 R 94 0 R 95 0 R] /P 54 0 R >> endobj 96 0 obj << /S /Span /Type /StructElem /ActualText /K [39] /P 97 0 R /Pg 5 0 R >> endobj 98 0 obj << /S /Span /Type /StructElem /ActualText (Faster, fairer screening: ) /K [40] /P 97 0 R /Pg 5 0 R >> endobj 99 0 obj << /S /Span /Type /StructElem /ActualText (consistent ) /K [41] /P 97 0 R /Pg 5 0 R >> endobj 100 0 obj << /S /Span /Type /StructElem /ActualText (evidence reduces bias from ) /K [42] /P 97 0 R /Pg 5 0 R >> endobj 101 0 obj << /S /Span /Type /StructElem /ActualText (interviewer mood or style.) /K [43] /P 97 0 R /Pg 5 0 R >> endobj 97 0 obj << /S /P /Type /StructElem /K [96 0 R 98 0 R 99 0 R 100 0 R 101 0 R] /P 54 0 R >> endobj 54 0 obj << /S /Textbox /Type /StructElem /K [53 0 R 61 0 R 68 0 R 74 0 R 82 0 R 88 0 R 97 0 R] /P 43 0 R >> endobj 102 0 obj << /S /Span /Type /StructElem /ActualText (UtteranceIQ) /K [44] /P 103 0 R /Pg 5 0 R >> endobj 105 0 obj << /S /Span /Type /StructElem /ActualText (:) /K [45] /P 103 0 R /Pg 5 0 R >> endobj 106 0 obj << /S /Span /Type /StructElem /ActualText (A voice) /K [46] /P 103 0 R /Pg 5 0 R >> endobj 107 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [47] /P 103 0 R /Pg 5 0 R >> endobj 108 0 obj << /S /Span /Type /StructElem /ActualText (driven, evidence) /K [48] /P 103 0 R /Pg 5 0 R >> endobj 109 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [49] /P 103 0 R /Pg 5 0 R >> endobj 110 0 obj << /S /Span /Type /StructElem /ActualText (based interview evaluator with ) /K [50] /P 103 0 R /Pg 5 0 R >> endobj 111 0 obj << /S /Span /Type /StructElem /ActualText (auditable scoring) /K [51] /P 103 0 R /Pg 5 0 R >> endobj 103 0 obj << /S /P /Type /StructElem /K [102 0 R 105 0 R 106 0 R 107 0 R 108 0 R 109 0 R 110 0 R 111 0 R] /P 104 0 R >> endobj 104 0 obj << /S /Textbox /Type /StructElem /K [103 0 R] /P 43 0 R >> endobj 112 0 obj << /S /Span /Type /StructElem /ActualText /K [52] /P 113 0 R /Pg 5 0 R >> endobj 113 0 obj << /S /P /Type /StructElem /K [112 0 R] /P 114 0 R >> endobj 114 0 obj << /S /Textbox /Type /StructElem /K [113 0 R] /P 43 0 R >> endobj 115 0 obj << /S /Span /Type /StructElem /K [53] /P 43 0 R /Pg 5 0 R >> endobj 116 0 obj << /S /Figure /Type /StructElem /K [54] /P 43 0 R /Pg 5 0 R >> endobj 117 0 obj << /S /Span /Type /StructElem /K [55] /P 43 0 R /Pg 5 0 R >> endobj 118 0 obj << /S /Span /Type /StructElem /ActualText /K [56] /P 119 0 R /Pg 5 0 R >> endobj 121 0 obj << /S /Span /Type /StructElem /ActualText (Evidence) /K [57] /P 119 0 R /Pg 5 0 R >> endobj 122 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [58] /P 119 0 R /Pg 5 0 R >> endobj 123 0 obj << /S /Span /Type /StructElem 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119 0 R /Pg 5 0 R >> endobj 142 0 obj << /S /Span /Type /StructElem /ActualText (up) /K [78] /P 119 0 R /Pg 5 0 R >> endobj 143 0 obj << /S /Span /Type /StructElem /ActualText (questions triggered when answers ) /K [79] /P 119 0 R /Pg 5 0 R >> endobj 144 0 obj << /S /Span /Type /StructElem /ActualText (lack depth, metrics, or required ) /K [80] /P 119 0 R /Pg 5 0 R >> endobj 145 0 obj << /S /Span /Type /StructElem /ActualText (signals.) /K [81] /P 119 0 R /Pg 5 0 R >> endobj 119 0 obj << /S /P /Type /StructElem /K [118 0 R 121 0 R 122 0 R 123 0 R 124 0 R 125 0 R 126 0 R 127 0 R 128 0 R 129 0 R 130 0 R 131 0 R 132 0 R 133 0 R 134 0 R 135 0 R 136 0 R 137 0 R 138 0 R 139 0 R 140 0 R 141 0 R 142 0 R 143 0 R 144 0 R 145 0 R] /P 120 0 R >> endobj 120 0 obj << /S /Textbox /Type /StructElem /K [119 0 R] /P 43 0 R >> endobj 146 0 obj << /S /Span /Type /StructElem /K [82] /P 43 0 R /Pg 5 0 R >> endobj 147 0 obj << /S /Span /Type /StructElem /ActualText /K [83] /P 148 0 R /Pg 5 0 R >> endobj 150 0 obj << /S /Span /Type /StructElem /ActualText (consistent question bank and rubric.) /K [84] /P 148 0 R /Pg 5 0 R >> endobj 151 0 obj << /S /Span /Type /StructElem /ActualText /K [85] /P 148 0 R /Pg 5 0 R >> endobj 152 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [86] /P 148 0 R /Pg 5 0 R >> endobj 153 0 obj << /S /Span /Type /StructElem /ActualText (transcribing ) /K [87] /P 148 0 R /Pg 5 0 R >> endobj 154 0 obj << /S /Span /Type /StructElem /ActualText (answers and capturing structured ) /K [88] /P 148 0 R /Pg 5 0 R >> endobj 155 0 obj << /S /Span /Type /StructElem /ActualText (notes Interview Application. ) /K [89] /P 148 0 R /Pg 5 0 R >> endobj 156 0 obj << /S /Span /Type /StructElem /ActualText /K [90] /P 148 0 R /Pg 5 0 R >> endobj 157 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [91] /P 148 0 R /Pg 5 0 R >> endobj 158 0 obj << /S /Span /Type /StructElem /ActualText (based and ) /K [92] /P 148 0 R /Pg 5 0 R >> endobj 159 0 obj << /S /Span /Type /StructElem 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166 0 R] /P 149 0 R >> endobj 167 0 obj << /S /Span /Type /StructElem /ActualText (Output:) /K [101] /P 168 0 R /Pg 5 0 R >> endobj 169 0 obj << /S /Span /Type /StructElem /ActualText (competency scores \(1) /K [102] /P 168 0 R /Pg 5 0 R >> endobj 170 0 obj << /S /Span /Type /StructElem /ActualText /K [103] /P 168 0 R /Pg 5 0 R >> endobj 171 0 obj << /S /Span /Type /StructElem /ActualText (5\), ) /K [104] /P 168 0 R /Pg 5 0 R >> endobj 172 0 obj << /S /Span /Type /StructElem /ActualText (notes, missing signals, and an audit ) /K [105] /P 168 0 R /Pg 5 0 R >> endobj 173 0 obj << /S /Span /Type /StructElem /ActualText (trail) /K [106] /P 168 0 R /Pg 5 0 R >> endobj 168 0 obj << /S /P /Type /StructElem /K [167 0 R 169 0 R 170 0 R 171 0 R 172 0 R 173 0 R] /P 149 0 R >> endobj 149 0 obj << /S /Textbox /Type /StructElem /K [148 0 R 168 0 R] /P 43 0 R >> endobj 174 0 obj << /S /Span /Type /StructElem /ActualText (Project Goal) /K [107] /P 175 0 R /Pg 5 0 R >> endobj 175 0 obj << /S /P /Type 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<< /S /Span /Type /StructElem /ActualText (Style over substance) /K [114] /P 187 0 R /Pg 5 0 R >> endobj 191 0 obj << /S /Span /Type /StructElem /ActualText (: RST coherence, ) /K [115] /P 187 0 R /Pg 5 0 R >> endobj 192 0 obj << /S /Span /Type /StructElem /ActualText (rhetorical relations.) /K [116] /P 187 0 R /Pg 5 0 R >> endobj 187 0 obj << /S /LBody /Type /StructElem /K [186 0 R 190 0 R 191 0 R 192 0 R] /P 188 0 R >> endobj 188 0 obj << /S /LI /Type /StructElem /K [187 0 R] /P 189 0 R >> endobj 193 0 obj << /S /Span /Type /StructElem /ActualText /K [117] /P 194 0 R /Pg 5 0 R >> endobj 196 0 obj << /S /Span /Type /StructElem /ActualText (Improve ASR for Signal acronyms using ) /K [118] /P 194 0 R /Pg 5 0 R >> endobj 197 0 obj << /S /Span /Type /StructElem /ActualText (a domain lexicon and fuzzy matching.) /K [119] /P 194 0 R /Pg 5 0 R >> endobj 194 0 obj << /S /LBody /Type /StructElem /K [193 0 R 196 0 R 197 0 R] /P 195 0 R >> endobj 195 0 obj << /S /LI /Type /StructElem /K [194 0 R] /P 189 0 R >> endobj 198 0 obj << /S /Span /Type /StructElem /ActualText /K [120] /P 199 0 R /Pg 5 0 R >> endobj 201 0 obj << /S /Span /Type /StructElem /ActualText (Expand signals beyond keywords ) /K [121] /P 199 0 R /Pg 5 0 R >> endobj 202 0 obj << /S /Span /Type /StructElem /ActualText (\(phrases, clusters, error) /K [122] /P 199 0 R /Pg 5 0 R >> endobj 203 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [123] /P 199 0 R /Pg 5 0 R >> endobj 204 0 obj << /S /Span /Type /StructElem /ActualText (signature ) /K [124] /P 199 0 R /Pg 5 0 R >> endobj 205 0 obj << /S /Span /Type /StructElem /ActualText (patterns\) while staying no) /K [125] /P 199 0 R /Pg 5 0 R >> endobj 206 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [126] /P 199 0 R /Pg 5 0 R >> endobj 207 0 obj << /S /Span /Type /StructElem /ActualText (LLM.) /K [127] /P 199 0 R /Pg 5 0 R >> endobj 199 0 obj << /S /LBody /Type /StructElem /K [198 0 R 201 0 R 202 0 R 203 0 R 204 0 R 205 0 R 206 0 R 207 0 R] /P 200 0 R >> endobj 200 0 obj << /S /LI /Type /StructElem /K [199 0 R] /P 189 0 R >> endobj 208 0 obj << /S /Span /Type /StructElem /ActualText /K [128] /P 209 0 R /Pg 5 0 R >> endobj 211 0 obj << /S /Span /Type /StructElem /ActualText (Add a hands) /K [129] /P 209 0 R /Pg 5 0 R >> endobj 212 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [130] /P 209 0 R /Pg 5 0 R >> endobj 213 0 obj << /S /Span /Type /StructElem /ActualText (on practical round.) /K [131] /P 209 0 R /Pg 5 0 R >> endobj 209 0 obj << /S /LBody /Type /StructElem /K [208 0 R 211 0 R 212 0 R 213 0 R] /P 210 0 R >> endobj 210 0 obj << /S /LI /Type /StructElem /K [209 0 R] /P 189 0 R >> endobj 214 0 obj << /S /Span /Type /StructElem /ActualText /K [132] /P 215 0 R /Pg 5 0 R >> endobj 217 0 obj << /S /Span /Type /StructElem /ActualText (Extend to video screening alongside ) /K [133] /P 215 0 R /Pg 5 0 R >> endobj 218 0 obj << /S /Span /Type /StructElem /ActualText (audio.) /K [134] /P 215 0 R /Pg 5 0 R >> endobj 215 0 obj << 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[144] /P 43 0 R /Pg 5 0 R >> endobj 239 0 obj << /S /Figure /Type /StructElem /K [145] /P 43 0 R /Pg 5 0 R >> endobj 240 0 obj << /S /Figure /Type /StructElem /K [146] /P 43 0 R /Pg 5 0 R >> endobj 241 0 obj << /S /Figure /Type /StructElem /K [147] /P 43 0 R /Pg 5 0 R >> endobj 242 0 obj << /S /Figure /Type /StructElem /K [148] /P 43 0 R /Pg 5 0 R >> endobj 243 0 obj << /S /Figure /Type /StructElem /K [149] /P 43 0 R /Pg 5 0 R >> endobj 244 0 obj << /S /Figure /Type /StructElem /K [150] /P 43 0 R /Pg 5 0 R >> endobj 245 0 obj << /S /Figure /Type /StructElem /K [151] /P 43 0 R /Pg 5 0 R >> endobj 246 0 obj << /S /Figure /Type /StructElem /K [152] /P 43 0 R /Pg 5 0 R >> endobj 247 0 obj << /S /Figure /Type /StructElem /K [153] /P 43 0 R /Pg 5 0 R >> endobj 248 0 obj << /S /Span /Type /StructElem /ActualText (Capture Layer) /K [154] /P 249 0 R /Pg 5 0 R >> endobj 249 0 obj << /S /P /Type /StructElem /K [248 0 R] /P 250 0 R >> endobj 250 0 obj << /S /Textbox /Type /StructElem /K [249 0 R] /P 43 0 R >> endobj 251 0 obj << /S /Figure /Type /StructElem /K [155] /P 43 0 R /Pg 5 0 R >> endobj 252 0 obj << /S /Span /Type /StructElem /ActualText (Intelligence Layer) /K [156] /P 253 0 R /Pg 5 0 R >> endobj 253 0 obj << /S /P /Type /StructElem /K [252 0 R] /P 254 0 R >> endobj 254 0 obj << /S /Textbox /Type /StructElem /K [253 0 R] /P 43 0 R >> endobj 255 0 obj << /S /Figure /Type /StructElem /K [157] /P 43 0 R /Pg 5 0 R >> endobj 256 0 obj << /S /Span /Type /StructElem /ActualText (Evidence Layer) /K [158] /P 257 0 R /Pg 5 0 R >> endobj 257 0 obj << /S /P /Type /StructElem /K [256 0 R] /P 258 0 R >> endobj 258 0 obj << /S /Textbox /Type /StructElem /K [257 0 R] /P 43 0 R >> endobj 259 0 obj << /S /Span /Type /StructElem /ActualText (Why WebSocket? ) /K [159] /P 260 0 R /Pg 5 0 R >> endobj 262 0 obj << /S /Span /Type /StructElem /ActualText (Low) /K [160] /P 260 0 R /Pg 5 0 R >> endobj 263 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [161] /P 260 0 R /Pg 5 0 R >> endobj 264 0 obj << /S /Span /Type /StructElem /ActualText (latency streaming for live ) /K [162] /P 260 0 R /Pg 5 0 R >> endobj 265 0 obj << /S /Span /Type /StructElem /ActualText (transcription and reactive ) /K [163] /P 260 0 R /Pg 5 0 R >> endobj 266 0 obj << /S /Span /Type /StructElem /ActualText (probing \(vs. request/response ) /K [164] /P 260 0 R /Pg 5 0 R >> endobj 267 0 obj << /S /Span /Type /StructElem /ActualText (REST\).) /K [165] /P 260 0 R /Pg 5 0 R >> endobj 260 0 obj << /S /P /Type /StructElem /K [259 0 R 262 0 R 263 0 R 264 0 R 265 0 R 266 0 R 267 0 R] /P 261 0 R >> endobj 261 0 obj << /S /Textbox /Type /StructElem /K [260 0 R] /P 43 0 R >> endobj 268 0 obj << /S /Span /Type /StructElem /ActualText /K [166] /P 269 0 R /Pg 5 0 R >> endobj 271 0 obj << /S /Span /Type /StructElem /ActualText (VAD) /K [167] /P 269 0 R /Pg 5 0 R >> endobj 272 0 obj << /S /Span /Type /StructElem /ActualText (: finds speech boundaries and splits audio ) /K [168] /P 269 0 R /Pg 5 0 R >> endobj 273 0 obj << /S /Span /Type /StructElem /ActualText (into utterances \(prevents scoring half) /K [169] /P 269 0 R /Pg 5 0 R >> endobj 274 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [170] /P 269 0 R /Pg 5 0 R >> endobj 275 0 obj << /S /Span /Type /StructElem /ActualText (sentences\).) /K [171] /P 269 0 R /Pg 5 0 R >> endobj 269 0 obj << /S /P /Type /StructElem /K [268 0 R 271 0 R 272 0 R 273 0 R 274 0 R 275 0 R] /P 270 0 R >> endobj 276 0 obj << /S /Span /Type /StructElem /ActualText /K [172] /P 277 0 R /Pg 5 0 R >> endobj 278 0 obj << /S /Span /Type /StructElem /ActualText (ASR \(Whisper base\): ) /K [173] /P 277 0 R /Pg 5 0 R >> endobj 279 0 obj << /S /Span /Type /StructElem /ActualText /K [174] /P 277 0 R /Pg 5 0 R >> endobj 280 0 obj << /S /Span /Type /StructElem /ActualText (noise and accents. ) /K [175] /P 277 0 R /Pg 5 0 R >> endobj 277 0 obj << /S /P /Type /StructElem /K [276 0 R 278 0 R 279 0 R 280 0 R] /P 270 0 R >> endobj 281 0 obj << /S /Span /Type /StructElem /ActualText /K [176] /P 282 0 R /Pg 5 0 R >> endobj 283 0 obj << /S /Span /Type /StructElem /ActualText (Rule Analyzer: ) /K [177] /P 282 0 R /Pg 5 0 R >> endobj 284 0 obj << /S /Span /Type /StructElem /ActualText (checks signals structure and ) /K [178] /P 282 0 R /Pg 5 0 R >> endobj 285 0 obj << /S /Span /Type /StructElem /ActualText (metrics. ) /K [179] /P 282 0 R /Pg 5 0 R >> endobj 282 0 obj << /S /P /Type /StructElem /K [281 0 R 283 0 R 284 0 R 285 0 R] /P 270 0 R >> endobj 286 0 obj << /S /Span /Type /StructElem /ActualText /K [180] /P 287 0 R /Pg 5 0 R >> endobj 288 0 obj << /S /Span /Type /StructElem /ActualText (Orchestrator) /K [181] /P 287 0 R /Pg 5 0 R >> endobj 289 0 obj << /S /Span /Type /StructElem /ActualText (: chooses next question or follow) /K [182] /P 287 0 R /Pg 5 0 R >> endobj 290 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [183] /P 287 0 R /Pg 5 0 R >> endobj 291 0 obj << /S /Span /Type /StructElem /ActualText (up based on triggers and weakest competency. ) /K [184] /P 287 0 R /Pg 5 0 R >> endobj 287 0 obj << /S /P /Type /StructElem /K [286 0 R 288 0 R 289 0 R 290 0 R 291 0 R] /P 270 0 R >> endobj 292 0 obj << /S /Span /Type /StructElem /ActualText /K [185] /P 293 0 R /Pg 5 0 R >> endobj 294 0 obj << /S /Span /Type /StructElem /ActualText (Evidence DB) /K [186] /P 293 0 R /Pg 5 0 R >> endobj 295 0 obj << /S /Span /Type /StructElem /ActualText (: stores transcripts, question ) /K [187] /P 293 0 R /Pg 5 0 R >> endobj 296 0 obj << /S /Span /Type /StructElem /ActualText (order, found/missing signals, scores, and follow) /K [188] /P 293 0 R /Pg 5 0 R >> endobj 297 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [189] /P 293 0 R /Pg 5 0 R >> endobj 298 0 obj << /S /Span /Type /StructElem /ActualText (ups for auditability.) /K [190] /P 293 0 R /Pg 5 0 R >> endobj 293 0 obj << /S /P /Type /StructElem /K [292 0 R 294 0 R 295 0 R 296 0 R 297 0 R 298 0 R] /P 270 0 R >> endobj 270 0 obj << /S /Textbox /Type /StructElem /K [269 0 R 277 0 R 282 0 R 287 0 R 293 0 R] /P 43 0 R >> endobj 299 0 obj << /S /Span /Type /StructElem /K [191] /P 43 0 R /Pg 5 0 R >> endobj 300 0 obj << /S /Span /Type /StructElem /ActualText (Example record captured for ) /K [192] /P 301 0 R /Pg 5 0 R >> endobj 303 0 obj << /S /Span /Type /StructElem /ActualText (auditing: ) /K [193] /P 301 0 R /Pg 5 0 R >> endobj 301 0 obj << /S /P /Type /StructElem /K [300 0 R 303 0 R] /P 302 0 R >> endobj 304 0 obj << /S /Span /Type /StructElem /ActualText /K [194] /P 305 0 R /Pg 5 0 R >> endobj 306 0 obj << /S /Span /Type /StructElem /ActualText (score 4/5 ) /K [195] /P 305 0 R /Pg 5 0 R >> endobj 307 0 obj << /S /Span /Type /StructElem /ActualText (Found: Job Domain Specific ) /K [196] /P 305 0 R /Pg 5 0 R >> endobj 308 0 obj << /S /Span /Type /StructElem /ActualText (Signals) /K [197] /P 305 0 R /Pg 5 0 R >> endobj 309 0 obj << /S /Span /Type /StructElem /ActualText (Missing: metrics ) /K [198] /P 305 0 R /Pg 5 0 R >> endobj 310 0 obj << /S /Span /Type /StructElem /ActualText /K [199] /P 305 0 R /Pg 5 0 R >> endobj 311 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [200] /P 305 0 R /Pg 5 0 R >> endobj 312 0 obj << /S /Span /Type /StructElem /ActualText (up ) /K [201] /P 305 0 R /Pg 5 0 R >> endobj 313 0 obj << /S /Span /Type /StructElem /ActualText (asked) /K [202] /P 305 0 R /Pg 5 0 R >> endobj 305 0 obj << /S /P /Type /StructElem /K [304 0 R 306 0 R 307 0 R 308 0 R 309 0 R 310 0 R 311 0 R 312 0 R 313 0 R] /P 302 0 R >> endobj 302 0 obj << /S /Textbox /Type /StructElem /K [301 0 R 305 0 R] /P 43 0 R >> endobj 314 0 obj << /S /Span /Type /StructElem /ActualText (Sample Evidence Trail) /K [203] /P 315 0 R /Pg 5 0 R >> endobj 315 0 obj << /S /P /Type /StructElem /K [314 0 R] /P 316 0 R >> endobj 316 0 obj << /S /Textbox /Type /StructElem /K [315 0 R] /P 43 0 R >> endobj 317 0 obj << /S /Span /Type /StructElem /K [204] /P 318 0 R /Pg 5 0 R >> endobj 320 0 obj << /S /Span /Type /StructElem /ActualText (Item) /K [205] /P 321 0 R /Pg 5 0 R >> endobj 321 0 obj << /S /P /Type /StructElem /K [320 0 R] /P 322 0 R >> endobj 322 0 obj << /S /Textbox /Type /StructElem /K [321 0 R] /P 323 0 R >> endobj 323 0 obj << /S /TD /Type /StructElem /K [322 0 R] /P 324 0 R >> endobj 325 0 obj << /S /Span /Type /StructElem /ActualText (Pilot / Demo Context) /K [206] /P 326 0 R /Pg 5 0 R >> endobj 326 0 obj << /S /P /Type /StructElem /K [325 0 R] /P 327 0 R >> endobj 327 0 obj << /S /Textbox /Type /StructElem /K [326 0 R] /P 328 0 R >> endobj 328 0 obj << /S /TD /Type /StructElem /K [327 0 R] /P 324 0 R >> endobj 324 0 obj << /S /TR /Type /StructElem /K [323 0 R 328 0 R] /P 318 0 R >> endobj 329 0 obj << /S /Span /Type /StructElem /ActualText (Interview type) /K [207] /P 330 0 R /Pg 5 0 R >> endobj 330 0 obj << /S /P /Type /StructElem /K [329 0 R] /P 331 0 R >> endobj 331 0 obj << /S /Textbox /Type /StructElem /K [330 0 R] /P 332 0 R >> endobj 332 0 obj << /S /TD /Type /StructElem /K [331 0 R] /P 333 0 R >> endobj 334 0 obj << /S /Span /Type /StructElem /ActualText (Voice) /K [208] /P 335 0 R /Pg 5 0 R >> endobj 338 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [209] /P 335 0 R /Pg 5 0 R >> endobj 339 0 obj << /S /Span /Type /StructElem /ActualText (based Oracle HCM mock ) /K [210] /P 335 0 R /Pg 5 0 R >> endobj 340 0 obj << /S /Span /Type /StructElem /ActualText (interviews) /K [211] /P 335 0 R /Pg 5 0 R >> endobj 335 0 obj << /S /P /Type /StructElem /K [334 0 R 338 0 R 339 0 R 340 0 R] /P 336 0 R >> endobj 336 0 obj << /S /Textbox /Type /StructElem /K [335 0 R] /P 337 0 R >> endobj 337 0 obj << /S /TD /Type /StructElem /K [336 0 R] /P 333 0 R >> endobj 333 0 obj << /S /TR /Type /StructElem /K [332 0 R 337 0 R] /P 318 0 R >> endobj 341 0 obj << /S /Span /Type /StructElem /ActualText (Sessions run) /K [212] /P 342 0 R /Pg 5 0 R >> endobj 342 0 obj << /S /P /Type /StructElem /K [341 0 R] /P 343 0 R >> endobj 343 0 obj << /S /Textbox /Type /StructElem /K [342 0 R] /P 344 0 R >> endobj 344 0 obj << /S /TD /Type /StructElem /K [343 0 R] /P 345 0 R >> endobj 346 0 obj << /S /Span /Type /StructElem /ActualText (15) /K [213] /P 347 0 R /Pg 5 0 R >> endobj 350 0 obj << /S /Span /Type /StructElem /ActualText /K [214] /P 347 0 R /Pg 5 0 R >> endobj 351 0 obj << /S /Span /Type /StructElem /ActualText (25 mock sessions) /K [215] /P 347 0 R /Pg 5 0 R >> endobj 347 0 obj << /S /P /Type /StructElem /K [346 0 R 350 0 R 351 0 R] /P 348 0 R >> endobj 348 0 obj << /S /Textbox /Type /StructElem /K [347 0 R] /P 349 0 R >> endobj 349 0 obj << /S /TD /Type /StructElem /K [348 0 R] /P 345 0 R >> endobj 345 0 obj << /S /TR /Type /StructElem /K [344 0 R 349 0 R] /P 318 0 R >> endobj 352 0 obj << /S /Span /Type /StructElem /ActualText (Target roles) /K [216] /P 353 0 R /Pg 5 0 R >> endobj 353 0 obj << /S /P /Type /StructElem /K [352 0 R] /P 354 0 R >> endobj 354 0 obj << /S /Textbox /Type /StructElem /K [353 0 R] /P 355 0 R >> endobj 355 0 obj << /S /TD /Type /StructElem /K [354 0 R] /P 356 0 R >> endobj 357 0 obj << /S /Span /Type /StructElem /ActualText (ML Engineer / Fast Formula ) /K [217] /P 358 0 R /Pg 5 0 R >> endobj 361 0 obj << /S /Span /Type /StructElem /ActualText (Developer / Reporting Lead / ) /K [218] /P 358 0 R /Pg 5 0 R >> endobj 362 0 obj << /S /Span /Type /StructElem /ActualText (Integrations Specialist) /K [219] /P 358 0 R /Pg 5 0 R >> endobj 358 0 obj << /S /P /Type /StructElem /K [357 0 R 361 0 R 362 0 R] /P 359 0 R >> endobj 359 0 obj << /S /Textbox /Type /StructElem /K [358 0 R] /P 360 0 R >> endobj 360 0 obj << /S /TD /Type /StructElem /K [359 0 R] /P 356 0 R >> endobj 356 0 obj << /S /TR /Type /StructElem /K [355 0 R 360 0 R] /P 318 0 R >> endobj 363 0 obj << /S /Span /Type /StructElem /ActualText (Frontend) /K [220] /P 364 0 R /Pg 5 0 R >> endobj 364 0 obj << /S /P /Type /StructElem /K [363 0 R] /P 365 0 R >> endobj 365 0 obj << /S /Textbox /Type /StructElem /K [364 0 R] /P 366 0 R >> endobj 366 0 obj << /S /TD /Type /StructElem /K [365 0 R] /P 367 0 R >> endobj 368 0 obj << /S /Span /Type /StructElem /ActualText (FastAPI) /K [221] /P 369 0 R /Pg 5 0 R >> endobj 372 0 obj << /S /Span /Type /StructElem /ActualText (+ WebSocket pipeline) /K [222] /P 369 0 R /Pg 5 0 R >> endobj 369 0 obj << /S /P /Type /StructElem /K [368 0 R 372 0 R] /P 370 0 R >> endobj 370 0 obj << /S /Textbox /Type /StructElem /K [369 0 R] /P 371 0 R >> endobj 371 0 obj << /S /TD /Type /StructElem /K [370 0 R] /P 367 0 R >> endobj 367 0 obj << /S /TR /Type /StructElem /K [366 0 R 371 0 R] /P 318 0 R >> endobj 373 0 obj << /S /Span /Type /StructElem /ActualText (ASR engine) /K [223] /P 374 0 R /Pg 5 0 R >> endobj 374 0 obj << /S /P /Type /StructElem /K [373 0 R] /P 375 0 R >> endobj 375 0 obj << /S /Textbox /Type /StructElem /K [374 0 R] /P 376 0 R >> endobj 376 0 obj << /S /TD /Type /StructElem /K [375 0 R] /P 377 0 R >> endobj 378 0 obj << /S /Span /Type /StructElem /ActualText (Whisper \(base\)) /K [224] /P 379 0 R /Pg 5 0 R >> endobj 379 0 obj << /S /P /Type /StructElem /K [378 0 R] /P 380 0 R >> endobj 380 0 obj << /S /Textbox /Type /StructElem /K [379 0 R] /P 381 0 R >> endobj 381 0 obj << /S /TD /Type /StructElem /K [380 0 R] /P 377 0 R >> endobj 377 0 obj << /S /TR /Type /StructElem /K [376 0 R 381 0 R] /P 318 0 R >> endobj 382 0 obj << /S /Span /Type /StructElem /ActualText (DB) /K [225] /P 383 0 R /Pg 5 0 R >> endobj 383 0 obj << /S /P /Type /StructElem /K [382 0 R] /P 384 0 R >> endobj 384 0 obj << /S /Textbox /Type /StructElem /K [383 0 R] /P 385 0 R >> endobj 385 0 obj << /S /TD /Type /StructElem /K [384 0 R] /P 386 0 R >> endobj 387 0 obj << /S /Span /Type /StructElem /ActualText (SQLite) /K [226] /P 388 0 R /Pg 5 0 R >> endobj 388 0 obj << /S /P /Type /StructElem /K [387 0 R] /P 389 0 R >> endobj 389 0 obj << /S /Textbox /Type /StructElem /K [388 0 R] /P 390 0 R >> endobj 390 0 obj << /S /TD /Type /StructElem /K [389 0 R] /P 386 0 R >> endobj 386 0 obj << /S /TR /Type /StructElem /K [385 0 R 390 0 R] /P 318 0 R >> endobj 391 0 obj << /S /Span /Type /StructElem /ActualText (Typical interview length) /K [227] /P 392 0 R /Pg 5 0 R >> endobj 392 0 obj << /S /P /Type /StructElem /K [391 0 R] /P 393 0 R >> endobj 393 0 obj << /S /Textbox /Type /StructElem /K [392 0 R] /P 394 0 R >> endobj 394 0 obj << /S /TD /Type /StructElem /K [393 0 R] /P 395 0 R >> endobj 396 0 obj << /S /Span /Type /StructElem /ActualText (20) /K [228] /P 397 0 R /Pg 5 0 R >> endobj 400 0 obj << /S /Span /Type /StructElem /ActualText /K [229] /P 397 0 R /Pg 5 0 R >> endobj 401 0 obj << /S /Span /Type /StructElem /ActualText /K [230] /P 397 0 R /Pg 5 0 R >> endobj 402 0 obj << /S /Span /Type /StructElem /ActualText /K [231] /P 397 0 R /Pg 5 0 R >> endobj 403 0 obj << /S /Span /Type /StructElem /ActualText (5 ) /K [232] /P 397 0 R /Pg 5 0 R >> endobj 404 0 obj << /S /Span /Type /StructElem /ActualText (follow) /K [233] /P 397 0 R /Pg 5 0 R >> endobj 405 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [234] /P 397 0 R /Pg 5 0 R >> endobj 406 0 obj << /S /Span /Type /StructElem /ActualText (ups) /K [235] /P 397 0 R /Pg 5 0 R >> endobj 397 0 obj << /S /P /Type /StructElem /K [396 0 R 400 0 R 401 0 R 402 0 R 403 0 R 404 0 R 405 0 R 406 0 R] /P 398 0 R >> endobj 398 0 obj << /S /Textbox /Type /StructElem /K [397 0 R] /P 399 0 R >> endobj 399 0 obj << /S /TD /Type /StructElem /K [398 0 R] /P 395 0 R >> endobj 395 0 obj << /S /TR /Type /StructElem /K [394 0 R 399 0 R] /P 318 0 R >> endobj 318 0 obj << /S /TBody /Type /StructElem /K [317 0 R 324 0 R 333 0 R 345 0 R 356 0 R 367 0 R 377 0 R 386 0 R 395 0 R] /P 319 0 R >> endobj 319 0 obj << /S /Table /Type /StructElem /K [318 0 R] /P 43 0 R >> endobj 407 0 obj << /S /Span /Type /StructElem /K [236] /P 408 0 R /Pg 5 0 R >> endobj 410 0 obj << /S /Span /Type /StructElem /ActualText (Metric) /K [237] /P 411 0 R /Pg 5 0 R >> endobj 411 0 obj << /S /P /Type /StructElem /K [410 0 R] /P 412 0 R >> endobj 412 0 obj << /S /Textbox /Type /StructElem /K [411 0 R] /P 413 0 R >> endobj 413 0 obj << /S /TD /Type /StructElem /K [412 0 R] /P 414 0 R >> endobj 415 0 obj << /S /Span /Type /StructElem /ActualText (Result ) /K [238] /P 416 0 R /Pg 5 0 R >> endobj 419 0 obj << /S /Span /Type /StructElem /ActualText (\(demo/pilot\)) /K [239] /P 416 0 R /Pg 5 0 R >> endobj 416 0 obj << /S /P /Type /StructElem /K [415 0 R 419 0 R] /P 417 0 R >> endobj 417 0 obj << /S /Textbox /Type /StructElem /K [416 0 R] /P 418 0 R >> endobj 418 0 obj << /S /TD /Type /StructElem /K [417 0 R] /P 414 0 R >> endobj 420 0 obj << /S /Span /Type /StructElem /ActualText (Notes) /K [240] /P 421 0 R /Pg 5 0 R >> endobj 421 0 obj << /S /P /Type /StructElem /K [420 0 R] /P 422 0 R >> endobj 422 0 obj << /S /Textbox /Type /StructElem /K [421 0 R] /P 423 0 R >> endobj 423 0 obj << /S /TD /Type /StructElem /K [422 0 R] /P 414 0 R >> endobj 414 0 obj << /S /TR /Type /StructElem /K [413 0 R 418 0 R 423 0 R] /P 408 0 R >> endobj 424 0 obj << /S /Span /Type /StructElem /ActualText (Transcript ) /K [241] /P 425 0 R /Pg 5 0 R >> endobj 429 0 obj << /S /Span /Type /StructElem /ActualText (reaction latency ) /K [242] /P 425 0 R /Pg 5 0 R >> endobj 430 0 obj << /S /Span /Type /StructElem /ActualText (\(after pause\)) /K [243] /P 425 0 R /Pg 5 0 R >> endobj 425 0 obj << /S /P /Type /StructElem /K [424 0 R 429 0 R 430 0 R] /P 426 0 R >> endobj 426 0 obj << /S /Textbox /Type /StructElem /K [425 0 R] /P 427 0 R >> endobj 427 0 obj << /S /TD /Type /StructElem /K [426 0 R] /P 428 0 R >> endobj 431 0 obj << /S /Span /Type /StructElem /ActualText (~1.0) /K [244] /P 432 0 R /Pg 5 0 R >> endobj 435 0 obj << /S /Span /Type /StructElem /ActualText /K [245] /P 432 0 R /Pg 5 0 R >> endobj 436 0 obj << /S /Span /Type /StructElem /ActualText (2.5 sec) /K [246] /P 432 0 R /Pg 5 0 R >> endobj 432 0 obj << /S /P /Type /StructElem /K [431 0 R 435 0 R 436 0 R] /P 433 0 R >> endobj 433 0 obj << /S /Textbox /Type /StructElem /K [432 0 R] /P 434 0 R >> endobj 434 0 obj << /S /TD /Type /StructElem /K [433 0 R] /P 428 0 R >> endobj 437 0 obj << /S /Span /Type /StructElem /ActualText (VAD close + ASR ) /K [247] /P 438 0 R /Pg 5 0 R >> endobj 441 0 obj << /S /Span /Type /StructElem /ActualText (time) /K [248] /P 438 0 R /Pg 5 0 R >> endobj 438 0 obj << /S /P /Type /StructElem /K [437 0 R 441 0 R] /P 439 0 R >> endobj 439 0 obj << /S /Textbox /Type /StructElem /K [438 0 R] /P 440 0 R >> endobj 440 0 obj << /S /TD /Type /StructElem /K [439 0 R] /P 428 0 R >> endobj 428 0 obj << /S /TR /Type /StructElem /K [427 0 R 434 0 R 440 0 R] /P 408 0 R >> endobj 442 0 obj << /S /Span /Type /StructElem /ActualText (Follow) /K [249] /P 443 0 R /Pg 5 0 R >> endobj 447 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [250] /P 443 0 R /Pg 5 0 R >> endobj 448 0 obj << /S /Span /Type /StructElem /ActualText (up ) /K [251] /P 443 0 R /Pg 5 0 R >> endobj 449 0 obj << /S /Span /Type /StructElem /ActualText (selection time) /K [252] /P 443 0 R /Pg 5 0 R >> endobj 443 0 obj << /S /P /Type /StructElem /K [442 0 R 447 0 R 448 0 R 449 0 R] /P 444 0 R >> endobj 444 0 obj << /S /Textbox /Type /StructElem /K [443 0 R] /P 445 0 R >> endobj 445 0 obj << /S /TD /Type /StructElem /K [444 0 R] /P 446 0 R >> endobj 450 0 obj << /S /Span /Type /StructElem /ActualText (< 1 sec) /K [253] /P 451 0 R /Pg 5 0 R >> endobj 451 0 obj << /S /P /Type /StructElem /K [450 0 R] /P 452 0 R >> endobj 452 0 obj << /S /Textbox /Type /StructElem /K [451 0 R] /P 453 0 R >> endobj 453 0 obj << /S /TD /Type /StructElem /K [452 0 R] /P 446 0 R >> endobj 454 0 obj << /S /Span /Type /StructElem /ActualText (Rule) /K [254] /P 455 0 R /Pg 5 0 R >> endobj 458 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [255] /P 455 0 R /Pg 5 0 R >> endobj 459 0 obj << /S /Span /Type /StructElem /ActualText (based ) /K [256] /P 455 0 R /Pg 5 0 R >> endobj 460 0 obj << /S /Span /Type /StructElem /ActualText (triggers) /K [257] /P 455 0 R /Pg 5 0 R >> endobj 455 0 obj << /S /P /Type /StructElem /K [454 0 R 458 0 R 459 0 R 460 0 R] /P 456 0 R >> endobj 456 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