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Codex 5.4 avoids action in favor of promising it
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Codex 5.4 is such an amazing coder but so hilariously bad in OpenClaw. For some reason it is ~4-5x more likely to say "I'll do X" instead of actually doing it compared to Opus. Even Kimi & MiniMax do a better job here.
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