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The author expresses frustration with the industry's reliance on prompt engineering and scaling to fix logical reasoning deficits in transformer-based LLMs, arguing that these probabilistic models fundamentally lack the architecture for deterministic logic.
Anthropic released Claude Opus 4.7 with notable system prompt changes including expanded child safety instructions, new tool integrations (Claude in PowerPoint, Chrome, Excel), and behavioral adjustments to reduce verbosity and improve task completion without unnecessary clarification.