Topic: fine-tuning ai models
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Real-World Computer Vision Pitfalls: Hallucinations to Hardware
Initial attempts using monolithic prompting with a multimodal LLM revealed flaws like hallucinations, junk image failures, and inconsistent accuracy, prompting a rethink of the approach. A hybrid solution combining agentic frameworks (specialized agents for components and junk detection) with mon...
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AI Terms Explained: From LLMs to Hallucinations
Understanding AI terminology is crucial for navigating its complex field, as precise language describes how systems learn, reason, and sometimes fail. Key AI concepts include AGI (debated for surpassing human cognition), AI agents (autonomous task handlers), and chain-of-thought reasoning (breaki...
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