diff --git a/GPy/examples/tutorials.py b/GPy/examples/tutorials.py
index aa82d9f9..b3afd02b 100644
--- a/GPy/examples/tutorials.py
+++ b/GPy/examples/tutorials.py
@@ -150,7 +150,7 @@ def tuto_kernel_overview(optimize=True, plot=True):
 def model_interaction(optimize=True, plot=True):
     X = np.random.randn(20,1)
     Y = np.sin(X) + np.random.randn(*X.shape)*0.01 + 5.
-    k = GPy.kern.rbf(1) + GPy.kern.bias(1)
+    k = GPy.kern.RBF(1) + GPy.kern.Bias(1)
     m = GPy.models.GPRegression(X, Y, kernel=k)
     return m
 
diff --git a/GPy/testing/examples_tests.py b/GPy/testing/examples_tests.py
index be26fff6..c468a0b0 100644
--- a/GPy/testing/examples_tests.py
+++ b/GPy/testing/examples_tests.py
@@ -36,7 +36,7 @@ def flatten_nested(lst):
             result.append(element)
     return result
 
-@nottest
+#@nottest
 def test_models():
     optimize=False
     plot=True