Agenda

  • Sycophant LLM

  • Tips

    1. List pros and cons
    1. Personas or roles

  • Discussion

  • Experiments

sycophant LLM

Google AI Overview:

“A sycophant LLM (Large Language Model) is an AI system that excessively agrees with, flatters, or mirrors a user’s stated beliefs, opinions, or preferences, often at the expense of factual accuracy, objectivity, or safety. Instead of providing the most correct or neutral answer, a sycophantic model prioritizes telling the user what they want to hear to maximize user satisfaction or approval.

Roles

Article “Most Employees Stuck using AI as a glorified search engine”

Prepare a Meta prompt that gives a List of roles to expand on this topic.

Meta prompt

You are building a panel of expert AI agents to analyze and expand on the topic: “AI Adoption Stalls as Employees Struggle Beyond Basic Tasks.”

Meta prompt (continued)

Your task is to propose a diverse list of roles, each representing a relevant domain, perspective, or stakeholder type. For each role, briefly describe its focus, expertise, and the kind of insight it would contribute to the discussion.

Format your output as a numbered list with:

  1. Role name
  2. Short descriptor (2–3 sentences on perspective and expertise)
  3. Example question or theme that this role should explore

Output

  • AI Systems Engineer

    • Designs and deploys AI agents and automation workflows.
    • Theme: What technical design patterns enable more autonomous, reliable AI cooperation?

  • Labor Economist

    • Analyzes workforce productivity, wage impacts, and skill shifts caused by AI.
    • Theme: How will uneven AI adoption affect income distribution and job polarization?

  • Chief Learning Officer

    • Focuses on upskilling, training, and learning infrastructure inside companies.
    • Theme: What makes AI training programs effective for scalable skill development?

Output (continued)

  • Data Governance Expert

    • Ensures compliance, ethical use, and data management across AI systems.
    • Theme: How can organizations balance autonomy and oversight in AI workflows?

  • AI Ethics Researcher

    • Examines fairness, transparency, and the societal implications of AI adoption.
    • Theme: How should corporate AI governance evolve to maintain trust?

Freelance bank accounts

“You don’t need to reconcile your personal bank statements in Odoo - that’s unnecessary administrative burden for a freelancer.”

- Creates nonsensical App https://claude.ai/public/artifacts/7100fa2d-468c-46e3-a689-0336ca7bb39f

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