#ai-limitations

#ai-limitations

The hippocampus creates mental maps crucial for navigation, while the parahippocampal cortex distills visual scenes into actionable paths, integrating sensory input seamlessly.

AI isn't ready to replace human coders for debugging, researchers say. Even when given access to tools, AI agents can't reliably debug software. AI models are a far cry from what an experienced human developer can do, producing code laden with bugs and security vulnerabilities, and unable to fix those problems. They serve best as assistants rather than replacements, saving substantial time for developers while still requiring human oversight.

Grok-2's free tier allows only ten messages in each two-hour period and limits image analysis to three requests per day, highlighting significant restrictions for casual users.

The phenomenon of AI struggling with basic arithmetic stems from tokenization processes that misrepresent numerical relationships and from their nature as statistical pattern recognition machines.

Optimizer LLMs can struggle with accuracy and novelty in solutions while optimizing math problems, highlighting the need for effective external tool integration.