{"slug": "the-two-llm-problems-that-humbled-me-most-and-how-i-actually-fixed-them", "title": "The Two LLM Problems That Humbled Me Most — And How I Actually Fixed Them", "summary": "A developer shares hard-won solutions to two persistent LLM problems—hallucinations and memory loss—explaining that these issues are inherent to model architecture and offering practical fixes.", "body_md": "Hallucinations and memory loss aren’t quirks you’ll grow out of. They’re built into how these models work. Here’s what finally helped.\nContinue reading on Towards AI »", "url": "https://wpnews.pro/news/the-two-llm-problems-that-humbled-me-most-and-how-i-actually-fixed-them", "canonical_source": "https://pub.towardsai.net/the-two-llm-problems-that-humbled-me-most-and-how-i-actually-fixed-them-615be1ff426d?source=rss----98111c9905da---4", "published_at": "2026-06-28 12:01:00+00:00", "updated_at": "2026-06-28 12:09:39.937470+00:00", "lang": "en", "topics": ["large-language-models", "ai-research", "ai-tools"], "entities": ["Towards AI"], "alternates": {"html": "https://wpnews.pro/news/the-two-llm-problems-that-humbled-me-most-and-how-i-actually-fixed-them", "markdown": "https://wpnews.pro/news/the-two-llm-problems-that-humbled-me-most-and-how-i-actually-fixed-them.md", "text": "https://wpnews.pro/news/the-two-llm-problems-that-humbled-me-most-and-how-i-actually-fixed-them.txt", "jsonld": "https://wpnews.pro/news/the-two-llm-problems-that-humbled-me-most-and-how-i-actually-fixed-them.jsonld"}}