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The "Confident Idiot" Problem: Intelligence vs. Control (2021-2026)
- steer_dev 10mo agoThe Data: Green Line (Capability): MMLU State-of-the-Art (48% → 94%). Red Line (Control): Organizations with effective mitigation for inaccuracy/hallucination (lagging at ~52%). Sources: MMLU: Official Repository (hendrycks/test) and Model Technical Reports. Risk: McKinsey “State of AI” Annual Reports (2023–2025). The Gap: Intelligence is surging. Control is lagging. We are currently in the gap (High capability, low trust). How are you solving the gap? Potential Solution: Move verification outside the model using deterministic “Reality Locks” (Regex, SQL AST, Entropy) Repo: https://github.com/imtt-dev/steer https://github.com/imtt-dev/steer