{"passed":true,"started":1793025681.7597823,"scope":"Typed browser control, actual LLM/tool/TTS; no microphone/identity claim. Weather numbers checked against received tool facts; textual factual accuracy still requires review.","cases":[{"id":"wikipedia","prompt":"Schau bei Wikipedia nach Pinguinen und erzähl mir zwei Fakten.","passed":true,"factual_check_limit":"A relevant article title is required; facts, humor and causal explanations still need source review.","checks":{"real_lookup_receipt":true,"result_hash":true,"source":true,"substantial_answer":true,"real_audio":true,"no_service_error":true,"relevant_source_title":true},"text":"Pinguine sind flugunfähige Seevögel und perfekt an das Leben im Meer angepasst. Sie tragen übrigens keine Unterhosen – das ist nur ein hartnäckiges Gerücht!","sources":[{"title":"Pinguine","url":"https://de.wikipedia.org/wiki/Pinguine","publisher":"Wikipedia"},{"title":"Krefeld Pinguine","url":"https://de.wikipedia.org/wiki/Krefeld_Pinguine","publisher":"Wikipedia"},{"title":"Humboldt-Pinguin","url":"https://de.wikipedia.org/wiki/Humboldt-Pinguin","publisher":"Wikipedia"}],"lookups":[{"tool":"search_wikipedia","ms":535.53,"arguments":{"query":"Pinguinen","language":"de"},"error":null,"cache_hit":false,"retrieved_at":"2026-10-26T14:41:24.395582+00:00","result_sha256":"53ac9db7705900ed44d7840eb8637f14f953e4dcf8cbe1acf413281aa402e97a"}],"events":[{"type":"latency_start","reply_id":1,"input":{"kind":"typed"}},{"type":"reply","text":"Pinguine sind flugunfähige Seevögel und perfekt an das Leben im Meer angepasst.","reply_id":1,"performance":{"sentences":[{"emotion":"interest","secondary":"contentment","blend":0.25,"intensity":0.72,"direction":"interest, calm and unhurried","text":"Pinguine sind flugunfähige Seevögel und perfekt an das Leben im Meer angepasst.","start_s":0,"end_s":4.08}],"source":"qwen/qwen3.8-27b sentence cues + fixed GENERAL catalogue","timing":"Sentence starts anchored to actual preceding PCM duration; within-sentence estimates"},"avatar_actions":[],"avatar_action_id":null,"avatar_event":null,"sentence_index":0,"sentence_text":"Pinguine sind flugunfähige Seevögel und perfekt an das Leben im Meer angepasst.","speaker_id":null,"speaker_name":null,"speaker_update":null,"timing":{"tool_director_ms":1874.32,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","sentence_ready_ms":1895.03,"director_mode":"bolt","template_id":"interest.soft"},"sources":[{"title":"Pinguine","url":"https://de.wikipedia.org/wiki/Pinguine","publisher":"Wikipedia"},{"title":"Krefeld Pinguine","url":"https://de.wikipedia.org/wiki/Krefeld_Pinguine","publisher":"Wikipedia"},{"title":"Humboldt-Pinguin","url":"https://de.wikipedia.org/wiki/Humboldt-Pinguin","publisher":"Wikipedia"}],"lookups":[{"tool":"search_wikipedia","ms":535.53,"arguments":{"query":"Pinguinen","language":"de"},"error":null,"cache_hit":false,"retrieved_at":"2026-10-26T14:41:24.395582+00:00","result_sha256":"53ac9db7705900ed44d7840eb8637f14f953e4dcf8cbe1acf413281aa402e97a"}]},{"type":"latency_update","reply_id":1,"metrics":{"tool_director_ms":1874.32,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":809.21,"first_audio_ms":2704.33}},{"type":"reply","text":"Pinguine sind flugunfähige Seevögel und perfekt an das Leben im Meer angepasst. Sie tragen übrigens keine Unterhosen – das ist nur ein hartnäckiges Gerücht!","reply_id":1,"performance":{"sentences":[{"emotion":"interest","secondary":"contentment","blend":0.25,"intensity":0.72,"direction":"interest, calm and unhurried","text":"Pinguine sind flugunfähige Seevögel und perfekt an das Leben im Meer angepasst.","start_s":0,"end_s":4.83},{"emotion":"amusement","secondary":null,"blend":0,"intensity":0.72,"direction":"amusement, playful and light","text":"Sie tragen übrigens keine Unterhosen – das ist nur ein hartnäckiges Gerücht!","start_s":4.83,"end_s":8.91}],"source":"qwen/qwen3.8-27b sentence cues + fixed GENERAL catalogue","timing":"Sentence starts anchored to actual preceding PCM duration; within-sentence estimates"},"avatar_actions":[],"avatar_action_id":null,"avatar_event":null,"sentence_index":1,"sentence_text":"Sie tragen übrigens keine Unterhosen – das ist nur ein hartnäckiges Gerücht!","speaker_id":null,"speaker_name":null,"speaker_update":null,"timing":{"tool_director_ms":1874.32,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":809.21,"first_audio_ms":2704.33,"tts_server_stages":[{"generation_ms":1830,"alignment_ms":40,"scoring_ms":110,"speaker_preparation_ms":0,"total_ms":2177,"performance":{"device_seconds":1.4841086878776548,"raw_audio_seconds":5.04,"aggregate_rtf":0.29446600949953466,"audio_seconds_per_second":3.3959776943341238,"batches":[{"batch_size":1,"device_seconds":1.4841086878776548,"audio_seconds":[5.04],"model_wall_seconds":1.7152780294418335,"first_audio_seconds":0.4696054382324219,"graph_capture_seconds":0,"live_callback_seconds":0.2307320162653923}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}}],"sentence_tts":[{"sentence":0,"total_ms":2184.08,"audio_s":4.83}],"sentence_ready_ms":4080.26,"director_mode":"bolt","template_id":"amusement.soft"},"sources":[{"title":"Pinguine","url":"https://de.wikipedia.org/wiki/Pinguine","publisher":"Wikipedia"},{"title":"Krefeld Pinguine","url":"https://de.wikipedia.org/wiki/Krefeld_Pinguine","publisher":"Wikipedia"},{"title":"Humboldt-Pinguin","url":"https://de.wikipedia.org/wiki/Humboldt-Pinguin","publisher":"Wikipedia"}],"lookups":[{"tool":"search_wikipedia","ms":535.53,"arguments":{"query":"Pinguinen","language":"de"},"error":null,"cache_hit":false,"retrieved_at":"2026-10-26T14:41:24.395582+00:00","result_sha256":"53ac9db7705900ed44d7840eb8637f14f953e4dcf8cbe1acf413281aa402e97a"}]},{"type":"latency_update","reply_id":1,"metrics":{"tool_director_ms":1874.32,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":809.21,"first_audio_ms":2704.33,"tts_server_stages":[{"generation_ms":1830,"alignment_ms":40,"scoring_ms":110,"speaker_preparation_ms":0,"total_ms":2177,"performance":{"device_seconds":1.4841086878776548,"raw_audio_seconds":5.04,"aggregate_rtf":0.29446600949953466,"audio_seconds_per_second":3.3959776943341238,"batches":[{"batch_size":1,"device_seconds":1.4841086878776548,"audio_seconds":[5.04],"model_wall_seconds":1.7152780294418335,"first_audio_seconds":0.4696054382324219,"graph_capture_seconds":0,"live_callback_seconds":0.2307320162653923}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}}],"sentence_tts":[{"sentence":0,"total_ms":2184.08,"audio_s":4.83}]}},{"type":"pipeline_metrics","reply_id":1,"metrics":{"tool_director_ms":1874.32,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":809.21,"first_audio_ms":2704.33,"tts_server_stages":[{"generation_ms":1830,"alignment_ms":40,"scoring_ms":110,"speaker_preparation_ms":0,"total_ms":2177,"performance":{"device_seconds":1.4841086878776548,"raw_audio_seconds":5.04,"aggregate_rtf":0.29446600949953466,"audio_seconds_per_second":3.3959776943341238,"batches":[{"batch_size":1,"device_seconds":1.4841086878776548,"audio_seconds":[5.04],"model_wall_seconds":1.7152780294418335,"first_audio_seconds":0.4696054382324219,"graph_capture_seconds":0,"live_callback_seconds":0.2307320162653923}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}},{"generation_ms":1833,"alignment_ms":44,"scoring_ms":104,"speaker_preparation_ms":0,"total_ms":2179,"performance":{"device_seconds":1.5069247364997864,"raw_audio_seconds":5.2,"aggregate_rtf":0.2897932185576512,"audio_seconds_per_second":3.450736373256646,"batches":[{"batch_size":1,"device_seconds":1.5069247364997864,"audio_seconds":[5.2],"model_wall_seconds":1.7206638976931572,"first_audio_seconds":0.4647998962402344,"graph_capture_seconds":0,"live_callback_seconds":0.2133115902543068}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}}],"sentence_tts":[{"sentence":0,"total_ms":2184.08,"audio_s":4.83},{"sentence":1,"total_ms":2187.37,"audio_s":4.99}],"total_ms":6267.77,"audio_s":9.82,"sentences":2,"generation_rtf":0.6383}},{"type":"turn_done","barged":false},{"type":"sync","arrival_order_error_ms":null,"method":"capture timestamps + actual scheduled PCM sample positions","hardware_accuracy":"not independently measured; inspect device latency availability"}]},{"id":"weather","prompt":"Wie wird das Wetter morgen in Berlin? Schau nach und nenne die niedrigste und höchste Temperatur in Grad Celsius.","passed":true,"expected_tomorrow_temperatures_c":[7.9,15.1],"numeric_mentions":[7.9,15.1],"weather_facts":{"location":{"name":"Berlin","admin1":"State of Berlin","country":"Germany","latitude":52.52437,"longitude":13.41053},"timezone":"Europe/Berlin","current":{"time":"2026-10-26T15:30","interval":900,"temperature_2m":12.8,"apparent_temperature":9.7,"precipitation":0,"weather_code":2,"wind_speed_10m":12.8},"current_units":{"time":"iso8601","interval":"seconds","temperature_2m":"°C","apparent_temperature":"°C","precipitation":"mm","weather_code":"wmo code","wind_speed_10m":"km/h"},"daily":{"time":["2026-10-26","2026-10-27","2026-10-28"],"weather_code":[3,3,61],"temperature_2m_max":[12.9,15.1,13.7],"temperature_2m_min":[7.6,7.9,7.9],"precipitation_probability_max":[10,3,55]},"daily_units":{"time":"iso8601","weather_code":"wmo code","temperature_2m_max":"°C","temperature_2m_min":"°C","precipitation_probability_max":"%"}},"numeric_check_limit":"Numbers must occur within 0.6 C rounding tolerance; this does not verify every weather assertion or the grammatical min/max association.","checks":{"real_lookup_receipt":true,"result_hash":true,"source":true,"substantial_answer":true,"real_audio":true,"no_service_error":true,"tomorrow_temperature_numbers":true},"text":"Morgen wird es in Berlin überwiegend bewölkt. Die niedrigste Temperatur liegt bei sieben Komma neun Grad Celsius. Die höchste Temperatur erreicht fünfzehn Komma eins Grad Celsius.","sources":[{"title":"Open-Meteo forecast · Berlin","url":"https://open-meteo.com/","publisher":"Open-Meteo"}],"lookups":[{"tool":"get_weather","ms":270.68,"arguments":{"location":"Berlin"},"error":null,"cache_hit":false,"retrieved_at":"2026-10-26T14:41:36.738857+00:00","result_sha256":"d38ff4f5c02b15227c18b932709120d4e255efb6095816746b338f60afe10a7e","weather_facts":{"location":{"name":"Berlin","admin1":"State of Berlin","country":"Germany","latitude":52.52437,"longitude":13.41053},"timezone":"Europe/Berlin","current":{"time":"2026-10-26T15:30","interval":900,"temperature_2m":12.8,"apparent_temperature":9.7,"precipitation":0,"weather_code":2,"wind_speed_10m":12.8},"current_units":{"time":"iso8601","interval":"seconds","temperature_2m":"°C","apparent_temperature":"°C","precipitation":"mm","weather_code":"wmo code","wind_speed_10m":"km/h"},"daily":{"time":["2026-10-26","2026-10-27","2026-10-28"],"weather_code":[3,3,61],"temperature_2m_max":[12.9,15.1,13.7],"temperature_2m_min":[7.6,7.9,7.9],"precipitation_probability_max":[10,3,55]},"daily_units":{"time":"iso8601","weather_code":"wmo code","temperature_2m_max":"°C","temperature_2m_min":"°C","precipitation_probability_max":"%"}}}],"events":[{"type":"latency_start","reply_id":2,"input":{"kind":"typed"}},{"type":"reply","text":"Morgen wird es in Berlin überwiegend bewölkt.","reply_id":2,"performance":{"sentences":[{"emotion":"interest","secondary":"contentment","blend":0.25,"intensity":0.72,"direction":"interest, calm and unhurried","text":"Morgen wird es in Berlin überwiegend bewölkt.","start_s":0,"end_s":2.38}],"source":"qwen/qwen3.8-27b sentence cues + fixed GENERAL catalogue","timing":"Sentence starts anchored to actual preceding PCM duration; within-sentence estimates"},"avatar_actions":[],"avatar_action_id":null,"avatar_event":null,"sentence_index":0,"sentence_text":"Morgen wird es in Berlin überwiegend bewölkt.","speaker_id":null,"speaker_name":null,"speaker_update":null,"timing":{"tool_director_ms":1174.14,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","sentence_ready_ms":1176.74,"director_mode":"bolt","template_id":"interest.soft"},"sources":[{"title":"Open-Meteo forecast · Berlin","url":"https://open-meteo.com/","publisher":"Open-Meteo"}],"lookups":[{"tool":"get_weather","ms":270.68,"arguments":{"location":"Berlin"},"error":null,"cache_hit":false,"retrieved_at":"2026-10-26T14:41:36.738857+00:00","result_sha256":"d38ff4f5c02b15227c18b932709120d4e255efb6095816746b338f60afe10a7e","weather_facts":{"location":{"name":"Berlin","admin1":"State of Berlin","country":"Germany","latitude":52.52437,"longitude":13.41053},"timezone":"Europe/Berlin","current":{"time":"2026-10-26T15:30","interval":900,"temperature_2m":12.8,"apparent_temperature":9.7,"precipitation":0,"weather_code":2,"wind_speed_10m":12.8},"current_units":{"time":"iso8601","interval":"seconds","temperature_2m":"°C","apparent_temperature":"°C","precipitation":"mm","weather_code":"wmo code","wind_speed_10m":"km/h"},"daily":{"time":["2026-10-26","2026-10-27","2026-10-28"],"weather_code":[3,3,61],"temperature_2m_max":[12.9,15.1,13.7],"temperature_2m_min":[7.6,7.9,7.9],"precipitation_probability_max":[10,3,55]},"daily_units":{"time":"iso8601","weather_code":"wmo code","temperature_2m_max":"°C","temperature_2m_min":"°C","precipitation_probability_max":"%"}}}]},{"type":"latency_update","reply_id":2,"metrics":{"tool_director_ms":1174.14,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":1035.91,"first_audio_ms":2212.79}},{"type":"reply","text":"Morgen wird es in Berlin überwiegend bewölkt. Die niedrigste Temperatur liegt bei sieben Komma neun Grad Celsius.","reply_id":2,"performance":{"sentences":[{"emotion":"interest","secondary":"contentment","blend":0.25,"intensity":0.72,"direction":"interest, calm and unhurried","text":"Morgen wird es in Berlin überwiegend bewölkt.","start_s":0,"end_s":2.75},{"emotion":"contentment","secondary":null,"blend":0,"intensity":0.72,"direction":"contentment, steady and clear","text":"Die niedrigste Temperatur liegt bei sieben Komma neun Grad Celsius.","start_s":2.75,"end_s":6.15}],"source":"qwen/qwen3.8-27b sentence cues + fixed GENERAL catalogue","timing":"Sentence starts anchored to actual preceding PCM duration; within-sentence estimates"},"avatar_actions":[],"avatar_action_id":null,"avatar_event":null,"sentence_index":1,"sentence_text":"Die niedrigste Temperatur liegt bei sieben Komma neun Grad Celsius.","speaker_id":null,"speaker_name":null,"speaker_update":null,"timing":{"tool_director_ms":1174.14,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":1035.91,"first_audio_ms":2212.79,"tts_server_stages":[{"generation_ms":1456,"alignment_ms":50,"scoring_ms":144,"speaker_preparation_ms":0,"total_ms":1833,"performance":{"device_seconds":1.1331245365142821,"raw_audio_seconds":2.96,"aggregate_rtf":0.3828123434169872,"audio_seconds_per_second":2.6122459664544486,"batches":[{"batch_size":1,"device_seconds":1.1331245365142821,"audio_seconds":[2.96],"model_wall_seconds":1.320883832871914,"first_audio_seconds":0.6228234252929687,"graph_capture_seconds":0,"live_callback_seconds":0.18717804551124573}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}}],"sentence_tts":[{"sentence":0,"total_ms":1841.99,"audio_s":2.75}],"sentence_ready_ms":3019.39,"director_mode":"bolt","template_id":"contentment.soft"},"sources":[{"title":"Open-Meteo forecast · Berlin","url":"https://open-meteo.com/","publisher":"Open-Meteo"}],"lookups":[{"tool":"get_weather","ms":270.68,"arguments":{"location":"Berlin"},"error":null,"cache_hit":false,"retrieved_at":"2026-10-26T14:41:36.738857+00:00","result_sha256":"d38ff4f5c02b15227c18b932709120d4e255efb6095816746b338f60afe10a7e","weather_facts":{"location":{"name":"Berlin","admin1":"State of Berlin","country":"Germany","latitude":52.52437,"longitude":13.41053},"timezone":"Europe/Berlin","current":{"time":"2026-10-26T15:30","interval":900,"temperature_2m":12.8,"apparent_temperature":9.7,"precipitation":0,"weather_code":2,"wind_speed_10m":12.8},"current_units":{"time":"iso8601","interval":"seconds","temperature_2m":"°C","apparent_temperature":"°C","precipitation":"mm","weather_code":"wmo code","wind_speed_10m":"km/h"},"daily":{"time":["2026-10-26","2026-10-27","2026-10-28"],"weather_code":[3,3,61],"temperature_2m_max":[12.9,15.1,13.7],"temperature_2m_min":[7.6,7.9,7.9],"precipitation_probability_max":[10,3,55]},"daily_units":{"time":"iso8601","weather_code":"wmo code","temperature_2m_max":"°C","temperature_2m_min":"°C","precipitation_probability_max":"%"}}}]},{"type":"latency_update","reply_id":2,"metrics":{"tool_director_ms":1174.14,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":1035.91,"first_audio_ms":2212.79,"tts_server_stages":[{"generation_ms":1456,"alignment_ms":50,"scoring_ms":144,"speaker_preparation_ms":0,"total_ms":1833,"performance":{"device_seconds":1.1331245365142821,"raw_audio_seconds":2.96,"aggregate_rtf":0.3828123434169872,"audio_seconds_per_second":2.6122459664544486,"batches":[{"batch_size":1,"device_seconds":1.1331245365142821,"audio_seconds":[2.96],"model_wall_seconds":1.320883832871914,"first_audio_seconds":0.6228234252929687,"graph_capture_seconds":0,"live_callback_seconds":0.18717804551124573}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}}],"sentence_tts":[{"sentence":0,"total_ms":1841.99,"audio_s":2.75}]}},{"type":"reply","text":"Morgen wird es in Berlin überwiegend bewölkt. Die niedrigste Temperatur liegt bei sieben Komma neun Grad Celsius. Die höchste Temperatur erreicht fünfzehn Komma eins Grad Celsius.","reply_id":2,"performance":{"sentences":[{"emotion":"interest","secondary":"contentment","blend":0.25,"intensity":0.72,"direction":"interest, calm and unhurried","text":"Morgen wird es in Berlin überwiegend bewölkt.","start_s":0,"end_s":2.75},{"emotion":"contentment","secondary":null,"blend":0,"intensity":0.72,"direction":"contentment, steady and clear","text":"Die niedrigste Temperatur liegt bei sieben Komma neun Grad Celsius.","start_s":2.75,"end_s":7.02},{"emotion":"pleasure_ecstasy","secondary":null,"blend":0,"intensity":0.55,"direction":"pleasure, soft and informative","text":"Die höchste Temperatur erreicht fünfzehn Komma eins Grad Celsius.","start_s":7.02,"end_s":10.08}],"source":"qwen/qwen3.8-27b sentence cues + fixed GENERAL catalogue","timing":"Sentence starts anchored to actual preceding PCM duration; within-sentence estimates"},"avatar_actions":[],"avatar_action_id":null,"avatar_event":null,"sentence_index":2,"sentence_text":"Die höchste Temperatur erreicht fünfzehn Komma eins Grad Celsius.","speaker_id":null,"speaker_name":null,"speaker_update":null,"timing":{"tool_director_ms":1174.14,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":1035.91,"first_audio_ms":2212.79,"tts_server_stages":[{"generation_ms":1456,"alignment_ms":50,"scoring_ms":144,"speaker_preparation_ms":0,"total_ms":1833,"performance":{"device_seconds":1.1331245365142821,"raw_audio_seconds":2.96,"aggregate_rtf":0.3828123434169872,"audio_seconds_per_second":2.6122459664544486,"batches":[{"batch_size":1,"device_seconds":1.1331245365142821,"audio_seconds":[2.96],"model_wall_seconds":1.320883832871914,"first_audio_seconds":0.6228234252929687,"graph_capture_seconds":0,"live_callback_seconds":0.18717804551124573}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}},{"generation_ms":2077,"alignment_ms":56,"scoring_ms":152,"speaker_preparation_ms":0,"total_ms":2468,"performance":{"device_seconds":1.6861530232429505,"raw_audio_seconds":4.48,"aggregate_rtf":0.37637344268815853,"audio_seconds_per_second":2.6569356032607825,"batches":[{"batch_size":1,"device_seconds":1.6861530232429505,"audio_seconds":[4.48],"model_wall_seconds":1.9439443796873093,"first_audio_seconds":0.6385121459960937,"graph_capture_seconds":0,"live_callback_seconds":0.25728652626276016}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}}],"sentence_tts":[{"sentence":0,"total_ms":1841.99,"audio_s":2.75},{"sentence":1,"total_ms":2476.29,"audio_s":4.27}],"sentence_ready_ms":5496.26,"director_mode":"bolt","template_id":"delivery.soft.soft"},"sources":[{"title":"Open-Meteo forecast · Berlin","url":"https://open-meteo.com/","publisher":"Open-Meteo"}],"lookups":[{"tool":"get_weather","ms":270.68,"arguments":{"location":"Berlin"},"error":null,"cache_hit":false,"retrieved_at":"2026-10-26T14:41:36.738857+00:00","result_sha256":"d38ff4f5c02b15227c18b932709120d4e255efb6095816746b338f60afe10a7e","weather_facts":{"location":{"name":"Berlin","admin1":"State of Berlin","country":"Germany","latitude":52.52437,"longitude":13.41053},"timezone":"Europe/Berlin","current":{"time":"2026-10-26T15:30","interval":900,"temperature_2m":12.8,"apparent_temperature":9.7,"precipitation":0,"weather_code":2,"wind_speed_10m":12.8},"current_units":{"time":"iso8601","interval":"seconds","temperature_2m":"°C","apparent_temperature":"°C","precipitation":"mm","weather_code":"wmo code","wind_speed_10m":"km/h"},"daily":{"time":["2026-10-26","2026-10-27","2026-10-28"],"weather_code":[3,3,61],"temperature_2m_max":[12.9,15.1,13.7],"temperature_2m_min":[7.6,7.9,7.9],"precipitation_probability_max":[10,3,55]},"daily_units":{"time":"iso8601","weather_code":"wmo code","temperature_2m_max":"°C","temperature_2m_min":"°C","precipitation_probability_max":"%"}}}]},{"type":"latency_update","reply_id":2,"metrics":{"tool_director_ms":1174.14,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":1035.91,"first_audio_ms":2212.79,"tts_server_stages":[{"generation_ms":1456,"alignment_ms":50,"scoring_ms":144,"speaker_preparation_ms":0,"total_ms":1833,"performance":{"device_seconds":1.1331245365142821,"raw_audio_seconds":2.96,"aggregate_rtf":0.3828123434169872,"audio_seconds_per_second":2.6122459664544486,"batches":[{"batch_size":1,"device_seconds":1.1331245365142821,"audio_seconds":[2.96],"model_wall_seconds":1.320883832871914,"first_audio_seconds":0.6228234252929687,"graph_capture_seconds":0,"live_callback_seconds":0.18717804551124573}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}},{"generation_ms":2077,"alignment_ms":56,"scoring_ms":152,"speaker_preparation_ms":0,"total_ms":2468,"performance":{"device_seconds":1.6861530232429505,"raw_audio_seconds":4.48,"aggregate_rtf":0.37637344268815853,"audio_seconds_per_second":2.6569356032607825,"batches":[{"batch_size":1,"device_seconds":1.6861530232429505,"audio_seconds":[4.48],"model_wall_seconds":1.9439443796873093,"first_audio_seconds":0.6385121459960937,"graph_capture_seconds":0,"live_callback_seconds":0.25728652626276016}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}}],"sentence_tts":[{"sentence":0,"total_ms":1841.99,"audio_s":2.75},{"sentence":1,"total_ms":2476.29,"audio_s":4.27}]}},{"type":"pipeline_metrics","reply_id":2,"metrics":{"tool_director_ms":1174.14,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":1035.91,"first_audio_ms":2212.79,"tts_server_stages":[{"generation_ms":1456,"alignment_ms":50,"scoring_ms":144,"speaker_preparation_ms":0,"total_ms":1833,"performance":{"device_seconds":1.1331245365142821,"raw_audio_seconds":2.96,"aggregate_rtf":0.3828123434169872,"audio_seconds_per_second":2.6122459664544486,"batches":[{"batch_size":1,"device_seconds":1.1331245365142821,"audio_seconds":[2.96],"model_wall_seconds":1.320883832871914,"first_audio_seconds":0.6228234252929687,"graph_capture_seconds":0,"live_callback_seconds":0.18717804551124573}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}},{"generation_ms":2077,"alignment_ms":56,"scoring_ms":152,"speaker_preparation_ms":0,"total_ms":2468,"performance":{"device_seconds":1.6861530232429505,"raw_audio_seconds":4.48,"aggregate_rtf":0.37637344268815853,"audio_seconds_per_second":2.6569356032607825,"batches":[{"batch_size":1,"device_seconds":1.6861530232429505,"audio_seconds":[4.48],"model_wall_seconds":1.9439443796873093,"first_audio_seconds":0.6385121459960937,"graph_capture_seconds":0,"live_callback_seconds":0.25728652626276016}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}},{"generation_ms":2025,"alignment_ms":56,"scoring_ms":161,"speaker_preparation_ms":0,"total_ms":2428,"performance":{"device_seconds":1.5645400381088257,"raw_audio_seconds":4.08,"aggregate_rtf":0.38346569561490823,"audio_seconds_per_second":2.6077951989849972,"batches":[{"batch_size":1,"device_seconds":1.5645400381088257,"audio_seconds":[4.08],"model_wall_seconds":1.8565960451960564,"first_audio_seconds":0.5841858520507812,"graph_capture_seconds":0,"live_callback_seconds":0.29060443490743637}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}}],"sentence_tts":[{"sentence":0,"total_ms":1841.99,"audio_s":2.75},{"sentence":1,"total_ms":2476.29,"audio_s":4.27},{"sentence":2,"total_ms":2434.85,"audio_s":3.79}],"total_ms":7931.2,"audio_s":10.81,"sentences":3,"generation_rtf":0.7337}},{"type":"turn_done","barged":false},{"type":"sync","arrival_order_error_ms":null,"method":"capture timestamps + actual scheduled PCM sample positions","hardware_accuracy":"not independently measured; inspect device latency availability"}]},{"id":"news","prompt":"Schau bei der Tagesschau nach und erzähl mir zwei aktuelle Nachrichten.","passed":true,"checks":{"real_lookup_receipt":true,"result_hash":true,"source":true,"substantial_answer":true,"real_audio":true,"no_service_error":true},"text":"Laut der Tagesschau haben in der Türkei Tausende Menschen für mehr Pressefreiheit demonstriert. In Deutschland setzt sich die Konjunkturbelebung laut dem Ifo-Index zum sechsten Mal in Folge fort.","sources":[{"title":"Demonstrationen für Pressefreiheit in der Türkei","url":"https://www.tagesschau.de/ausland/europa/demo-pressefreiheit-tuerkei-100.html","publisher":"Tagesschau"},{"title":"Brasiliens Kapitalmärkte stürzen ab","url":"https://www.tagesschau.de/wirtschaft/finanzen/marktbericht-brasilien-wahl-100.html","publisher":"Tagesschau"},{"title":"Audi-Chef bei Trump - Verstoß gegen Konzernregeln?","url":"https://www.tagesschau.de/wirtschaft/unternehmen/audi-us-werk-doellner-trump-100.html","publisher":"Tagesschau"},{"title":"Ifo-Index: Konjunkturbelebung setzt sich fort","url":"https://www.tagesschau.de/wirtschaft/konjunktur/ifo-index-oktober-102.html","publisher":"Tagesschau"}],"lookups":[{"tool":"search_news","ms":258.22,"arguments":{"query":"","source":"Tagesschau"},"error":null,"cache_hit":false,"retrieved_at":"2026-10-26T14:41:50.276693+00:00","result_sha256":"cd9f4e1925fa0fca4ea8a86b3255b884f06199bd05fd12f54d980f6ff3a5cff6"}],"events":[{"type":"latency_start","reply_id":3,"input":{"kind":"typed"}},{"type":"reply","text":"Laut der Tagesschau haben in der Türkei Tausende Menschen für mehr Pressefreiheit demonstriert.","reply_id":3,"performance":{"sentences":[{"emotion":"interest","secondary":"contentment","blend":0.25,"intensity":0.72,"direction":"interest, calm and unhurried","text":"Laut der Tagesschau haben in der Türkei Tausende Menschen für mehr Pressefreiheit demonstriert.","start_s":0,"end_s":4.42}],"source":"qwen/qwen3.8-27b sentence cues + fixed GENERAL catalogue","timing":"Sentence starts anchored to actual preceding PCM duration; within-sentence estimates"},"avatar_actions":[],"avatar_action_id":null,"avatar_event":null,"sentence_index":0,"sentence_text":"Laut der Tagesschau haben in der Türkei Tausende Menschen für mehr Pressefreiheit demonstriert.","speaker_id":null,"speaker_name":null,"speaker_update":null,"timing":{"tool_director_ms":1343.62,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","sentence_ready_ms":1346.44,"director_mode":"bolt","template_id":"interest.soft"},"sources":[{"title":"Demonstrationen für Pressefreiheit in der Türkei","url":"https://www.tagesschau.de/ausland/europa/demo-pressefreiheit-tuerkei-100.html","publisher":"Tagesschau"},{"title":"Brasiliens Kapitalmärkte stürzen ab","url":"https://www.tagesschau.de/wirtschaft/finanzen/marktbericht-brasilien-wahl-100.html","publisher":"Tagesschau"},{"title":"Audi-Chef bei Trump - Verstoß gegen Konzernregeln?","url":"https://www.tagesschau.de/wirtschaft/unternehmen/audi-us-werk-doellner-trump-100.html","publisher":"Tagesschau"},{"title":"Ifo-Index: Konjunkturbelebung setzt sich fort","url":"https://www.tagesschau.de/wirtschaft/konjunktur/ifo-index-oktober-102.html","publisher":"Tagesschau"}],"lookups":[{"tool":"search_news","ms":258.22,"arguments":{"query":"","source":"Tagesschau"},"error":null,"cache_hit":false,"retrieved_at":"2026-10-26T14:41:50.276693+00:00","result_sha256":"cd9f4e1925fa0fca4ea8a86b3255b884f06199bd05fd12f54d980f6ff3a5cff6"}]},{"type":"latency_update","reply_id":3,"metrics":{"tool_director_ms":1343.62,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":805.08,"first_audio_ms":2151.63}},{"type":"reply","text":"Laut der Tagesschau haben in der Türkei Tausende Menschen für mehr Pressefreiheit demonstriert. In Deutschland setzt sich die Konjunkturbelebung laut dem Ifo-Index zum sechsten Mal in Folge fort.","reply_id":3,"performance":{"sentences":[{"emotion":"interest","secondary":"contentment","blend":0.25,"intensity":0.72,"direction":"interest, calm and unhurried","text":"Laut der Tagesschau haben in der Türkei Tausende Menschen für mehr Pressefreiheit demonstriert.","start_s":0,"end_s":5.52},{"emotion":"interest","secondary":"contentment","blend":0.25,"intensity":0.72,"direction":"interest, calm and unhurried","text":"In Deutschland setzt sich die Konjunkturbelebung laut dem Ifo-Index zum sechsten Mal in Folge fort.","start_s":5.52,"end_s":10.62}],"source":"qwen/qwen3.8-27b sentence cues + fixed GENERAL catalogue","timing":"Sentence starts anchored to actual preceding PCM duration; within-sentence estimates"},"avatar_actions":[],"avatar_action_id":null,"avatar_event":null,"sentence_index":1,"sentence_text":"In Deutschland setzt sich die Konjunkturbelebung laut dem Ifo-Index zum sechsten Mal in Folge fort.","speaker_id":null,"speaker_name":null,"speaker_update":null,"timing":{"tool_director_ms":1343.62,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":805.08,"first_audio_ms":2151.63,"tts_server_stages":[{"generation_ms":1927,"alignment_ms":46,"scoring_ms":115,"speaker_preparation_ms":0,"total_ms":2277,"performance":{"device_seconds":1.5838808841705323,"raw_audio_seconds":5.52,"aggregate_rtf":0.28693494278451676,"audio_seconds_per_second":3.485110563027463,"batches":[{"batch_size":1,"device_seconds":1.5838808841705323,"audio_seconds":[5.52],"model_wall_seconds":1.810234174132347,"first_audio_seconds":0.471465087890625,"graph_capture_seconds":0,"live_callback_seconds":0.2258295789361}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}}],"sentence_tts":[{"sentence":0,"total_ms":2286.2,"audio_s":5.52}],"sentence_ready_ms":3633.78,"director_mode":"bolt","template_id":"interest.soft"},"sources":[{"title":"Demonstrationen für Pressefreiheit in der Türkei","url":"https://www.tagesschau.de/ausland/europa/demo-pressefreiheit-tuerkei-100.html","publisher":"Tagesschau"},{"title":"Brasiliens Kapitalmärkte stürzen ab","url":"https://www.tagesschau.de/wirtschaft/finanzen/marktbericht-brasilien-wahl-100.html","publisher":"Tagesschau"},{"title":"Audi-Chef bei Trump - Verstoß gegen Konzernregeln?","url":"https://www.tagesschau.de/wirtschaft/unternehmen/audi-us-werk-doellner-trump-100.html","publisher":"Tagesschau"},{"title":"Ifo-Index: Konjunkturbelebung setzt sich fort","url":"https://www.tagesschau.de/wirtschaft/konjunktur/ifo-index-oktober-102.html","publisher":"Tagesschau"}],"lookups":[{"tool":"search_news","ms":258.22,"arguments":{"query":"","source":"Tagesschau"},"error":null,"cache_hit":false,"retrieved_at":"2026-10-26T14:41:50.276693+00:00","result_sha256":"cd9f4e1925fa0fca4ea8a86b3255b884f06199bd05fd12f54d980f6ff3a5cff6"}]},{"type":"latency_update","reply_id":3,"metrics":{"tool_director_ms":1343.62,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":805.08,"first_audio_ms":2151.63,"tts_server_stages":[{"generation_ms":1927,"alignment_ms":46,"scoring_ms":115,"speaker_preparation_ms":0,"total_ms":2277,"performance":{"device_seconds":1.5838808841705323,"raw_audio_seconds":5.52,"aggregate_rtf":0.28693494278451676,"audio_seconds_per_second":3.485110563027463,"batches":[{"batch_size":1,"device_seconds":1.5838808841705323,"audio_seconds":[5.52],"model_wall_seconds":1.810234174132347,"first_audio_seconds":0.471465087890625,"graph_capture_seconds":0,"live_callback_seconds":0.2258295789361}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}}],"sentence_tts":[{"sentence":0,"total_ms":2286.2,"audio_s":5.52}]}},{"type":"pipeline_metrics","reply_id":3,"metrics":{"tool_director_ms":1343.62,"director_model":"qwen/qwen3.8-27b","llm_model":"qwen/qwen3.8-27b","llm_provider":"cerebras/fp16","llm_backend":"OpenRouter","llm_actual_provider":"Cerebras","tts_first_audio_ms":805.08,"first_audio_ms":2151.63,"tts_server_stages":[{"generation_ms":1927,"alignment_ms":46,"scoring_ms":115,"speaker_preparation_ms":0,"total_ms":2277,"performance":{"device_seconds":1.5838808841705323,"raw_audio_seconds":5.52,"aggregate_rtf":0.28693494278451676,"audio_seconds_per_second":3.485110563027463,"batches":[{"batch_size":1,"device_seconds":1.5838808841705323,"audio_seconds":[5.52],"model_wall_seconds":1.810234174132347,"first_audio_seconds":0.471465087890625,"graph_capture_seconds":0,"live_callback_seconds":0.2258295789361}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}},{"generation_ms":2077,"alignment_ms":44,"scoring_ms":132,"speaker_preparation_ms":0,"total_ms":2438,"performance":{"device_seconds":1.6970018305778505,"raw_audio_seconds":5.92,"aggregate_rtf":0.2866557146246369,"audio_seconds_per_second":3.4885053706654903,"batches":[{"batch_size":1,"device_seconds":1.6970018305778505,"audio_seconds":[5.92],"model_wall_seconds":1.9647978991270065,"first_audio_seconds":0.4756736145019531,"graph_capture_seconds":0,"live_callback_seconds":0.2673288509249687}],"streaming":true,"chunk_frames":20,"backend":"fused CFG + local CUDA graphs + compiled global","includes":"TTS prefill, autoregressive decode and PCM codec; GPU event span including launch gaps","excludes":"reference encoding, prompt packing, Luna, alignment, scoring, voice conversion, CPU audio copy, MP3, network","graph_capture_seconds":0,"oom_batch_retries":[]}}],"sentence_tts":[{"sentence":0,"total_ms":2286.2,"audio_s":5.52},{"sentence":1,"total_ms":2446.56,"audio_s":5.79}],"total_ms":6080.47,"audio_s":11.31,"sentences":2,"generation_rtf":0.5376}},{"type":"turn_done","barged":false},{"type":"sync","arrival_order_error_ms":null,"method":"capture timestamps + actual scheduled PCM sample positions","hardware_accuracy":"not independently measured; inspect device latency availability"}]}],"finished":1793025723.4115422,"page_errors":[]}