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Here is the scary truth about 2026: Your AI just invented a liability clause that doesn't exist, and it did it with total confidence. 🛑 If you are using standard LLMs to review invoices or legal docs without a "Grounding Layer," you are sitting on a ticking time bomb of made-up data.

We’re breaking down the Anti-Hallucination Framework—a 3-step protocol to force GPT-5.3 and Claude Opus 4.6 to stop guessing and start citing their sources line-by-line.

We’ll talk about:

  • The "Helpfulness" Trap: Why AI models lie to please you and how to switch them from "Creative Assistant" to "Ruthless Auditor."
  • The Model Tier List: Why you must use GPT-5.3 (High Reasoning) or Gemini 3 Pro for docume ... 
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AI hallucinationAI trends 2026GPT‑5.3 CodexClaude Opus 4.6