buildOne report1 publisher Microsoft's official LiveKit plugin streams agent audio to its preview MAI transcription model
Microsoft's official plugin lets LiveKit Agents stream live audio to MAI-Transcribe-2-Streaming, a realtime model covering roughly 60 languages. The service is still a public preview that Microsoft does not recommend for production.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap0
- Incentives50
- Confidence50
buildOne report1 publisher A second check on a 300ms silence cutoff cut voice-agent interruptions from 22% to 3.1%
Preterview's developer cut mid-answer interruptions from 22% to 3.1% by confirming Deepgram's 300ms silence cutoff with a completeness check. The fix added 140ms at the median, against about 900ms for a longer timer, and threw away one drafted reply in five.
Reality
- Evidence45
- Adoption8
- Hype gap+15
- Incentives40
- Confidence50
buildConfirmed2 publishers SpaceXAI's new transcription model costs the same as the one it replaces and drops into existing code, so the migration work is re-validating accuracy claims that rest mostly on the company's own test sets.
Reality
- Evidence58
- Adoption40
- Hype gap+30
- Incentives65
- Confidence62
buildOne report1 publisher Claude Haiku overtook ElevenLabs as the most variable stage in Loquent's phone pipeline
Loquent's 14,000 vox-bench runs found Claude Haiku's latency tail at 2.85x its median while ElevenLabs tightened to 1.92x. Alert thresholds tuned to June's data would now be watching the wrong stage of the pipeline.
Reality
- Evidence40
- Adoption15
- Hype gap+15
- Incentives55
- Confidence40
buildOne report1 publisher A bias list of course terms beat every model swap in a lecture note-taker
Nabeel Baghoor shipped a lecture note-taker before he shipped voice agents, and reports that his accuracy wins on the note-taking side came from the recording path and a domain vocabulary bias list, with provider benchmarks a distant third.
Reality
- Evidence34
- Adoption18
- Hype gap+12
- Incentives35
- Confidence42
buildOne report1 publisher Three dated OpenAI model retirements land exactly six months after the notice
The published floor is six months for generally available models, three for Codex and chat variants, and as little as two weeks for anything with preview in the name. The dated entries in the log sit on the floor.
Reality
- Evidence70
- Adoption35
- Hype gap0
- Incentives72
- Confidence68