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How Increasing Input Tokens Impacts LLM Performance
How Increasing Input Tokens Impacts LLM Performance..
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New PostHow Increasing Input Tokens Impacts LLM Performance..
## TL;DR - Scaling large language models alone is unlikely to achieve true AGI; current models lack grounding, long-term reasoning, and genuine understanding. - AI is already automating many tasks traditionally done by junior developers, raising the entry barrier in software engineering. - Rather than replacing developers entirely, AI replaces low-leverage, repetitive work. - Future developers will need to focus on system design, problem-solving, and ownership, using AI as a productivity multiplier rather than a substitute.
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