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Index/Topics/LLM Capability and Limitations 2025-26

LLM Capability and Limitations 2025-26

The capability gains and limitations of Large Language Models (LLMs) in 2025-26, including their usefulness in code generation and tool-enabled workflows, as well as their potential for hallucinations and security risks.

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Jan 26, 2026
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is llm a pile of hype shit in fact?

are not simply “a pile of hype shit,” but neither are they a solved miracle: 2025–26 shows real capability gains—especially in and tool-enabled workflows—alongside persistent, consequential failures l...