Coding improvement doesn't fix general model deficiencies
Dance-Till-Night1 · reddit · 2026-08-21
A user argues that while the community over-focuses on LLM progress in coding and agentic tasks, improvements here don't compensate for degradations in general knowledge or reasoning via tool calling. Many use cases like creative writing, multilingual capabilities, and offline constrained environments cannot be easily fixed by coding or tools alone. The author hopes future models like Qwen 4 will improve generalist capabilities to match frontier closed models while maintaining coding strengths.
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