Reliable AI Is a Discipline, Not a Model Pick
high-effort settings stay sharp while unrestricted 24-hour agents drift into hallucination. The research on why.
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high-effort settings stay sharp while unrestricted 24-hour agents drift into hallucination. The research on why.
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Technical analysis of GPT-5.4 architecture — native computer use at 75% OSWorld, Tool Search saving 47% tokens, and enterprise pricing economics.
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February 2026 marks the definitive industrial transition from prompt-response chatbots to autonomous agent architectures. Claude Opus 4.6, Gemini 3.1 Pro, and OpenAI's GPT-5.3-Codex embody three fundamentally divergent strategies for the agentic era — depth and safety, breadth and multimodal integration, and unified coding-agent dominance.
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