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Orange AI's August 26, 2026 guide describes OpenAI's GPT-5.6 Sol release with an architecture framed around "Speculative Decoding 3.0," pairing a high-concurrency Draft Head that speculates 8–16 candidate token sequences in parallel with a Target Verification Engine that validates them in a single forward pass. The pie Orange AI is an independent third-party guide site rather than an OpenAI primary, so the specific TTFT and speculative-decoding claims are uncited and should be treated as commentary rather than verified benchmarks, and the piece mixes model-capability narrative with a separate ChatGPT Ads monetization rollout that is
