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Career & monetisation

Stop Deflecting Complex Technical Questions with 'Ask Claude' and Share Lived Experience

July 12, 2026· 6 min read
OKCurated by Oleksandr Kuzmenko, AI Product Engineer·Updated July 12, 2026·Sources cited on every story
AI-assisted · editor-reviewed·How we use AI
Stop Deflecting Complex Technical Questions with 'Ask Claude' and Share Lived Experience

As AI tools become a default assistant, professionals often redirect hard queries back to LLMs. However, individuals typically reach out to peers only after already spending hours trying to get answers from models, making AI redirects redundant and counterproductive.

Impact: Medium

Why it matters

Deflecting questions with 'ask Claude' alienates colleagues who have already exhausted AI options, withholding the unique, un-scrapable personal insights that only years of experience can provide.

TL;DR

  • 01People often ask colleagues only after spending hours and tokens debugging with Claude.
  • 02AI models lack the personal 'scar tissue' and lived experience of experienced professionals.
  • 03Saying 'I am busy' is a far better and more honest response than redirecting someone to an LLM.

Key facts

Initial AI Effort
Reaching out to a person often occurs after hours of prompting and significant token consumption have failed.

The Redundant Redirect

Many assume that someone asking a difficult question has skipped the basic step of querying an AI tool. In reality, the person has often already spent hours and too many tokens going back and forth with Claude, trying to find an answer. Directing them back to 'ask the model' does not save anyone a step; it is redundant because they have already exhausted that path before reaching out.

The Value of Lived Experience

While plenty of basic questions can indeed be answered by an LLM, complex and nuanced problems—especially those without an industry consensus—require something else. A model cannot replicate a professional's specific, lived experience, the 'scar tissue' built from seeing decisions go wrong. Asking for a colleague's perspective is about seeking their personal judgment, which cannot be scraped or generated by an AI.

Better Alternatives to Deflection

If you do not have the time or energy to help, there are much better ways to decline than telling someone to ask Claude. Saying 'I'm busy' or 'I can't think of anything you haven't already tried' is honest and respectful. Saying 'ask Claude' simply withholds the thoughtful answer that decades of experience could have provided.

✓ When to use

  • When a colleague brings you a problem that has already survived multiple rounds of AI troubleshooting.
  • When you want to share unique, non-consensus expertise from your career.

✕ When NOT to use

  • When a question is extremely simple and can indeed be answered by a quick search or basic LLM query.

What to do today

  • →Recognize that colleagues asking complex questions may have already exhausted AI solutions.
  • →Provide honest direct responses (like 'I am busy') instead of using AI deflections as an easy way out.
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