Preheat oven: 180°C / 160°C fan / 350 °F / Gas Mark 4
Place the chocolate and butter in a microwaveable bowl. Microwave on high for 1 to 2 minutes in 30 second bursts until melted. Add the vanilla extract and stir until chocolate is nice and smooth before leaving to cool.
In a large bowl, whisk the eggs and sugar together using an electric mixer until doubled in volume - about 5 to 8 minutes depending on your mixer.
Carefully pour the cooled chocolate mix into your egg mix and gently fold together using a silicone spatula.
Hold a sieve over the bowl of your chocolate mixture and sieve in the dry ingredients. Again, gently mix the ingredients using a figure of eight movement.
Fold in the chopped walnuts but keep some for the decorative topping.
Pour mixture into the prepared tin, gently easing the mixture into the corners and levelling with a spatula. Add the retained walnut halves on the top.
Pop in the oven for 30 minutes.
Check to see if there is a paper like crust on top - there should still be some movement in the centre of the tin.
Insert a toothpick into the brownie and then remove it to check if the brownie is cooked. As you remove the toothpick from the brownie, there should be a smear of mixture and a few moist crumbs sticking to it. If there is still wet batter on the tooth pick, bake your brownies for a further five minutes.
Remove from the oven and leave in the tin until completely cooled - if you can !
Using the extra parchment paper edges, lift from the tin and cut into 12 or 16 squares.