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Aug 14, 2026

Voice Agents Need Fast Paths

OpenAI's GPT-Live engineering post showed why voice agents need realtime architecture. OpenAI's new Ultrafast mode for GPT-5.6 Sol pushes the same lesson into the API: latency is becoming a product tier, not just a backend metric.

Aug 4, 2026

The AI Device Race Just Got Messy

Apple's lawsuit against OpenAI is still only a set of allegations, and OpenAI has now published its own rebuttal. The bigger shift remains the same: the AI race is moving from model launches into devices, supply chains, recruiting, IP, and proof of clean-room discipline.