diff --git a/conway/go/conway_test.go b/conway/go/conway_test.go
index c1f5ad2..a044858 100644
--- a/conway/go/conway_test.go
+++ b/conway/go/conway_test.go
@@ -341,3 +341,24 @@ func TestGenerationScoreCardCalculateResultsInCorrectNeighborCounts(t *testing.T
 		return
 	}
 }
+
+func TestStateCanMutate(t *testing.T) {
+	state := NewGameState(16, 16)
+
+	err := state.Import(TEST_SIMPLE_INITIAL_STATE)
+	if err != nil {
+		t.Error(err)
+		return
+	}
+
+	curCksum := state.Checksum()
+	err = state.Mutate()
+	if err != nil {
+		t.Error(err)
+		return
+	}
+
+	if curCksum == state.Checksum() {
+		t.Errorf("Checksum did not change! %v", curCksum)
+	}
+}
diff --git a/conway/go/conways-game-of-life/main.go b/conway/go/conways-game-of-life/main.go
index 9ba03a0..97eb454 100644
--- a/conway/go/conways-game-of-life/main.go
+++ b/conway/go/conways-game-of-life/main.go
@@ -14,6 +14,7 @@ import (
 var (
 	height  = flag.Int("height", 40, "Game height")
 	width   = flag.Int("width", 80, "Game width")
+	mutate  = flag.Bool("mutate", false, "Mutate every other generation")
 	sleepMs = flag.Int("sleep.millis", 200,
 		"Millisecond sleep interval per generation")
 )
@@ -34,6 +35,9 @@ func main() {
 		fmt.Printf("\nGeneration %v\n%v\n", generations, now)
 		fmt.Println(game)
 		game.EvaluateGeneration()
+		if *mutate && generations%2 == 0 {
+			game.Mutate()
+		}
 		generations++
 	}
 }
diff --git a/conway/go/game_of_life.go b/conway/go/game_of_life.go
index 1fc36a3..7b53b8b 100644
--- a/conway/go/game_of_life.go
+++ b/conway/go/game_of_life.go
@@ -1,8 +1,10 @@
 package conway
 
 import (
+	"crypto/sha1"
 	"errors"
 	"fmt"
+	"math"
 	"math/rand"
 	"strings"
 )
@@ -11,6 +13,12 @@ type GameOfLife struct {
 	State *GameState
 }
 
+type GameStateCell struct {
+	Value int
+	X     int
+	Y     int
+}
+
 type gameGridRow struct {
 	Cols []int
 }
@@ -106,6 +114,63 @@ func (state *GameState) Import(other *GameState) (err error) {
 	return nil
 }
 
+func (state *GameState) Cells(cells chan *GameStateCell) error {
+	height := state.Height()
+	width := state.Width()
+
+	if height < 0 || width < 0 {
+		return errors.New("state has invalid dimensions!")
+	}
+
+	defer close(cells)
+
+	for y := 0; y < height; y++ {
+		for x := 0; x < width; x++ {
+			value, err := state.Get(x, y)
+			if err != nil {
+				panic(err)
+			}
+			cells <- &GameStateCell{
+				Value: value,
+				X:     x,
+				Y:     y,
+			}
+		}
+	}
+
+	return nil
+}
+
+func (game *GameOfLife) Mutate() error {
+	return game.State.Mutate()
+}
+
+func (state *GameState) Mutate() error {
+	randX := rand.Intn(state.Width())
+	randY := rand.Intn(state.Height())
+
+	curVal, err := state.Get(randX, randY)
+	if err != nil {
+		return err
+	}
+
+	err = state.Set(randX, randY, int(math.Abs(float64(curVal-1))))
+
+	return nil
+}
+
+func (state *GameState) Checksum() string {
+	ck := sha1.New()
+	cells := make(chan *GameStateCell)
+
+	go state.Cells(cells)
+
+	for cell := range cells {
+		fmt.Fprintf(ck, "%v", cell.Value)
+	}
+	return fmt.Sprintf("%x", ck.Sum(nil))
+}
+
 func NewGameOfLife(height, width int) *GameOfLife {
 	return &GameOfLife{
 		State: NewGameState(height, width),