diff --git a/f.go b/f.go
index 600ab17..c58369c 100644
--- a/f.go
+++ b/f.go
@@ -7,12 +7,14 @@ import (
 	"git.nunosempere.com/NunoSempere/fermi/sample"
 	"math"
 	"os"
+	"sort"
 	"strconv"
 	"strings"
 )
 
 const NORMAL90CONFIDENCE = 1.6448536269514727
 const GENERAL_ERR_MSG = "Valid inputs: 2 || * 2 || / 2 || 2 20 || * 2 20 || / 2 20 || clean || =: var || op var || clean || help || debug || exit"
+const N_SAMPLES = 10 // 1_000_000
 
 // Distribution interface
 // https://go.dev/tour/methods/9
@@ -21,21 +23,18 @@ type Dist interface {
 	Samples() []float64
 }
 
-// Point implementing distribution
-
 type Scalar struct {
 	p float64
 }
 
 func (p Scalar) Samples() []float64 {
-	xs := make([]float64, 1_000_000)
-	for i := 0; i < 1_000_000; i++ {
+	xs := make([]float64, N_SAMPLES)
+	for i := 0; i < N_SAMPLES; i++ {
 		xs[i] = p.p
 	}
 	return xs
 }
 
-// Lognormal implementing Distribution
 type Lognormal struct {
 	low  float64
 	high float64
@@ -43,13 +42,9 @@ type Lognormal struct {
 
 func (ln Lognormal) Samples() []float64 {
 	sampler := func(r sample.Src) float64 { return sample.Sample_to(ln.low, ln.high, r) }
-	return sample.Sample_parallel(sampler, 1_000_000)
-}
-func (ln Lognormal) Type() string {
-	return "Lognormal"
+	return sample.Sample_parallel(sampler, N_SAMPLES)
 }
 
-// Beta implementing Distribution
 type Beta struct {
 	a float64
 	b float64
@@ -57,13 +52,9 @@ type Beta struct {
 
 func (beta Beta) Samples() []float64 {
 	sampler := func(r sample.Src) float64 { return sample.Sample_beta(beta.a, beta.b, r) }
-	return sample.Sample_parallel(sampler, 1_000_000)
-}
-func (beta Beta) Type() string {
-	return "Beta"
+	return sample.Sample_parallel(sampler, N_SAMPLES)
 }
 
-// FilledSamples implementing Distribution
 type FilledSamples struct {
 	xs []float64
 }
@@ -71,9 +62,6 @@ type FilledSamples struct {
 func (fs FilledSamples) Samples() []float64 {
 	return fs.xs
 }
-func (beta FilledSamples) Type() string {
-	return "FilledSamples"
-}
 
 // Parse line into Distribution
 func parseLineErr(err_msg string) (string, Dist, error) {
@@ -124,8 +112,19 @@ func parseLine(line string, vars map[string]Dist) (string, Dist, error) {
 			return parseLineErr("Trying to operate by a distribution, but distribution is not specified as two floats")
 		}
 		dist = Lognormal{low: new_low, high: new_high}
+	case 3:
+		if words[0] == "beta" || words[0] == "b" {
+			a, err1 := strconv.ParseFloat(words[1], 64)
+			b, err2 := strconv.ParseFloat(words[2], 64)
+			if err1 != nil || err2 != nil {
+				return parseLineErr("Trying to specify a beta distribution? Try beta 1 2")
+			}
+			dist = Beta{a: a, b: b}
+		} else {
+			return parseLineErr("Input not understood or not implemented yet")
+		}
 	default:
-		return parseLineErr("Other input methods not implemented yet")
+		return parseLineErr("Input not understood or not implemented yet")
 	}
 	return op, dist, nil
 
@@ -156,14 +155,21 @@ func multiplyBetaDists(beta1 Beta, beta2 Beta) Beta {
 }
 
 func multiplyAsSamples(dist1 Dist, dist2 Dist) Dist {
+	// dist2 = Beta{a: 1, b: 2}
+	fmt.Printf("dist1: %v\n", dist1)
+	fmt.Printf("dist2: %v\n", dist2)
 	xs := dist1.Samples()
 	ys := dist2.Samples()
-	zs := make([]float64, 1_000_000)
-	for i, x := range xs {
-		zs[i] = x * ys[i]
+	fmt.Printf("xs: %v\n", xs)
+	fmt.Printf("ys: %v\n", ys)
+	zs := make([]float64, N_SAMPLES)
+
+	for i := 0; i < N_SAMPLES; i++ {
+		zs[i] = xs[i] * ys[i]
 	}
 
-	return FilledSamples{xs: xs}
+	fmt.Printf("%v\n", zs)
+	return FilledSamples{xs: zs}
 }
 
 func multiplyDists(old_dist Dist, new_dist Dist) (Dist, error) {
@@ -219,7 +225,7 @@ func joinDists(old_dist Dist, new_dist Dist, op string) (Dist, error) {
 }
 
 /* Pretty print distributions */
-func prettyPrintLognormal(low float64, high float64) {
+func prettyPrint90CI(low float64, high float64) {
 	// fmt.Printf("=> %.1f %.1f\n", low, high)
 	fmt.Printf("=> ")
 	switch {
@@ -258,7 +264,18 @@ func prettyPrintLognormal(low float64, high float64) {
 func prettyPrintDist(dist Dist) {
 	switch v := dist.(type) {
 	case Lognormal:
-		prettyPrintLognormal(v.low, v.high)
+		prettyPrint90CI(v.low, v.high)
+	case FilledSamples:
+		tmp_xs := make([]float64, N_SAMPLES)
+		copy(tmp_xs, v.xs)
+		sort.Slice(tmp_xs, func(i, j int) bool {
+			return tmp_xs[i] < tmp_xs[j]
+		})
+		low_int := N_SAMPLES / 20
+		low := tmp_xs[low_int]
+		high_int := N_SAMPLES * 19 / 20
+		high := tmp_xs[high_int]
+		prettyPrint90CI(low, high)
 	default:
 		fmt.Printf("%v", v)
 	}
@@ -267,13 +284,9 @@ func prettyPrintDist(dist Dist) {
 /* Main event loop */
 func main() {
 
-	sample_0 := func(r sample.Src) float64 { return 0 }
-	x := sample.Sample_parallel(sample_0, 10)
-	fmt.Printf("%v\n", x)
-
 	reader := bufio.NewReader(os.Stdin)
 	var init_dist Dist
-	init_dist = Lognormal{low: 1, high: 1}
+	init_dist = Scalar{p: 1} // Lognormal{low: 1, high: 1}
 	old_dist := init_dist
 	vars := make(map[string]Dist)
 	// Could eventually be a more complex struct with: