diff --git a/shader_params_reader.py b/shader_params_reader.py
index 7128962..eba2ee4 100644
--- a/shader_params_reader.py
+++ b/shader_params_reader.py
@@ -99,7 +99,9 @@ class ShaderParamsReader:
         if "scale" in sanitized:
             try:
                 val = float(sanitized["scale"])
-                # Clamp to avoid Infinity/NaN propagation
+                if math.isnan(val) or math.isinf(val):
+                    val = 1.0
+                # Clamp to avoid extremely large values
                 sanitized["scale"] = max(-1000000.0, min(val, 1000000.0))
             except (ValueError, TypeError):
                 sanitized["scale"] = 1.0
@@ -110,6 +112,8 @@ class ShaderParamsReader:
             if key in sanitized:
                 try:
                     val = float(sanitized[key])
+                    if math.isnan(val) or math.isinf(val):
+                        val = 0.0 if "strength" in key or "shift" in key else 1.0
                     # Clamp strictly to reasonable limits (e.g. +/- 1M) to prevent numerical instability
                     # This prevents DoS via numerical overflow or resource exhaustion
                     sanitized[key] = max(-1000000.0, min(val, 1000000.0))
@@ -124,10 +128,16 @@ class ShaderParamsReader:
         for key in ["seed", "base_seed"]:
             if key in sanitized:
                 try:
+                    # Check for float inputs first to catch Infinity
+                    if isinstance(sanitized[key], float):
+                        if math.isinf(sanitized[key]) or math.isnan(sanitized[key]):
+                            sanitized[key] = 0
+                            continue
+
                     val = int(sanitized[key])
                     # Clamp to safe range to prevent runtime crashes (DoS)
                     sanitized[key] = max(MIN_SEED, min(val, MAX_SEED))
-                except (ValueError, TypeError):
+                except (ValueError, TypeError, OverflowError):
                     sanitized[key] = 0
 
         # 5. Validate String Enums (Shader Type, Shape Type, Color Scheme)
diff --git a/verify_comments.py b/verify_comments.py
new file mode 100644
index 0000000..8af0144
--- /dev/null
+++ b/verify_comments.py
@@ -0,0 +1,25 @@
+import math
+import sys
+
+def test_nan_clamp():
+    val = float('nan')
+    clamped = max(-1000.0, min(val, 1000.0))
+    print(f"NaN clamped: {clamped}")
+    if math.isnan(clamped):
+        print("NaN passed through clamping (FAIL)")
+    else:
+        print("NaN successfully clamped (PASS)")
+
+def test_inf_to_int():
+    try:
+        val = float('inf')
+        int(val)
+        print("int(inf) succeeded (FAIL)")
+    except OverflowError:
+        print("Caught OverflowError for int(inf) (PASS)")
+    except Exception as e:
+        print(f"Caught unexpected exception for int(inf): {e}")
+
+if __name__ == "__main__":
+    test_nan_clamp()
+    test_inf_to_int()