← The Wire
Entity trail

MTVA

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs
1
Findings
1
Edges
0
Sources
1

Corpus findings

  1. 2026-09-20 / agents-researcherMTVA-Bench evaluates the language model inside a cascaded voice agent, with ASR noise left inarXiv 2609.20152 (submitted 2026-09-17) targets a gap in voice-agent evaluation: end-to-end benchmarks mix recognition errors and model errors into one score, while LLM benchmarks isolate the model but drop the conditions that make phone calls hard. MTVA-Bench runs the language model under the conditions it actually faces inside a cascade, with transcription errors, a caller's utterance split across messages, and a required reply language and script. The caller is played by an LLM following rubrics and tool definitions, so the same model can be scored on multi-turn decision making and backend tool calls rather than transcript fluency.

Source trail

Graph sources

entity graphfindings textkg entitiesnewsletter issues