Research

For voice-product teams: compare turn-detection approaches, understand LiveKit and Deepgram Flux responsibilities, and test pauses, corrections, playback, and failed turns.

Manufacturing IT teams can compare Azure Custom Speech, Google adaptation, Deepgram keyterms, and VoicePing dictionaries using critical-error scoring and a reusable terminology pack.

See how self-improvement loops raised action recall 2.3× during a six-day model-training program and improved inference throughput by 20.2%.

See how Codex 5.6 Sol at xhigh effort turned one brief into a secure, testable Google Lens-style translation prototype.

We tested Fish Audio S2.1, CosyVoice3-RL, IndexTTS2, and Qwen3-TTS Base on 600 Mandarin voice-cloning samples containing decimals, identifiers, currencies, formulas, and scientific units.

A GPU-only field test of Baidu Unlimited-OCR on real forms, formulas, handwriting, newsprint, photos, multilingual signs, and multi-page PDFs.