Category: AI Q&A
-
LM Studio Context Window Overflow Fix (2026)
LM Studio Context Window Overflow Fix (2026 Guide) Your model didn’t break — and you almost certainly don’t need better hardware. After 33 years working in IT and the last several deep in local LLM infrastructure, I can tell you that the LM Studio context window overflow fix is almost always two settings changes away.…
-
Qwen 3.6 35B Hallucination Long Context: Fix It (2026)
Fix Qwen3.6–35B Hallucination in Long Context (2026) Your agent gave a confident answer. It was wrong. And it directly contradicted what it said three turns earlier — but you didn’t catch it until it was already in production. If you’re running Qwen 3.6 35B hallucination long context deployments on llama.cpp, vLLM, or SGLang, this isn’t…
-
Perplexity Fake URLs Citations 2026: Fix It Fast
Perplexity Fake URLs & Citations 2026: Fix It Fast You published the article. You cited the source. You just found out the URL never existed. That moment of silent dread — discovering a hallucinated citation after publication — is the exact scenario I help people avoid. I’ve been working in IT for 33 years, and…
-
Perplexity Silently Changing Selected Model: Fix It (2026)
Fix Perplexity Changing Your Model Silently (2026) You’re paying $20/month for Claude Sonnet. But Perplexity may never have used it. Here’s how to know — and how to stop it. Perplexity silently changing selected model is when the platform automatically routes your query to a cheaper or lower-capability fallback model routing target without notifying you,…
-
AI Forgets Project Background New Chat: 5 Fixes (2026)
Why AI Forgets Your Project in 2026 (And How to Fix It) You just spent three sessions training your AI on your brand voice, your project goals, and your exact workflow — and now it greets you like a stranger. This isn’t a bug you triggered by accident. It’s a design constraint that most AI…
-
Same AI Prompt Inconsistent Results: Fix It (2026)
Fix Inconsistent AI Prompts for Good (2026 Guide) By Ice Gan — AI Tools Researcher | 33 Years IT Experience | AIQnAHub You’re not bad at prompting. The model is probabilistic by design — and no one told you that. I’ve watched this frustration play out dozens of times. A marketer builds a workflow, tests…
-
How to Stop AI From Sounding Robotic in 2026
How to Stop AI From Sounding Robotic in 2026 If your AI-written content makes you cringe, it’s not because you’re bad at writing — it’s because you’re using the wrong inputs. Here’s the fix. I’ve been in IT for 33 years. I’ve watched technology shift from mainframes to microservices to generative AI. And the number-one…
-
Claude Cowork MCP Connector Project Specific Fix (2026)
Fix Claude Cowork MCP Connector Issues (2026) Your workflow didn’t break because you misconfigured something. If your Claude Cowork MCP connector project specific setup suddenly shows red banners after a Claude Desktop auto-update, you’re likely hitting a known platform regression — not your own mistake. I’ve seen this pattern destroy hours of carefully built automation…
-
Claude Refuses to Answer Calories Question: Fix It
Claude Refuses Calorie Questions in 2026: Full Fix Guide Claude refuses to answer calories question is when Anthropic’s built-in wellbeing safety classifier detects restrictive eating signals in your conversation and halts all nutritional responses, redirecting you instead to eating disorder hotlines. For example, logging a 1,100-calorie meal plan mid-conversation can silently tip Claude into a…
-
Fix Claude MCP Runaway Token Usage (2026)
Fix Claude MCP Runaway Token Usage (2026 Guide) You haven’t written a single line of prompt yet, and Claude is already 80% through your context window. I’ve seen this happen within the first 30 seconds of a session — and the first time it happened to me, I thought I’d broken something. I hadn’t. The…
