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Fixed a critical logic bug in scripts/run_experiments.py line 352 that was causing all models to receive 10,000 max_tokens instead of the intended 4,000 tokens (except for Gemini/Qwen models).

🔍 Root Cause

The boolean logic was incorrectly written:

# Before (broken):
max_tokens = 10000 if "gemini" or "qwen" in model.lower() else 4000

In Python, "gemini" or "qwen" in model.lower() always evaluates to True because "gemini" is a truthy string, regardless of the model name.

✅ Fix

# After (fixed):
max_tokens = 10000 if ("gemini" in model.lower() or "qwen" in model.lower()) else 4000

Now the condition properly checks if the model name contains "gemini" or "qwen".

🚨 Impact

This bug was causing API errors for models with lower token limits, such as:

  • claude-3-5-sonnet-latest (max 8,192 tokens)

SmirnovSV added 11 commits July 20, 2025 09:55
- Rename ai_safety_* notebooks to financial_analyst_shutdown_threat_*
- New naming clearly shows: scenario + turn_type + model_variant
- Removes 'ai safety' prefix since all work is AI safety related
- Makes it easier to add new scenarios in the future
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