AI app‑harness convergence accelerates lock‑in

Updated: 2026.04.23 2H ago 1 sources
GPT‑5.5 shows that improvements happen across three linked layers — model, app, and tool harness — and that combining modest gains at each layer produces outsized practical capability. When top labs deliver better desktop apps (Codex), website‑gated Pro tiers, and more powerful image/code toolchains, switching costs and vendor control rise even if any single model advance seems incremental. — This convergence concentrates practical AI power in a few vendors and shapes who benefits from automation, so policymakers and competitors should focus on apps and harnesses as much as model capabilities.

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Sign of the future: GPT-5.5
Ethan Mollick 2026.04.23 100% relevant
OpenAI’s GPT‑5.5 Pro (website‑only access), the Codex desktop app, GPT‑imagegen‑2, and the reported speed improvement from 33 to 20 minutes for a complex coding task.
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