diff --git a/build.gradle.kts b/build.gradle.kts
index d8170fae..9ac85de0 100644
--- a/build.gradle.kts
+++ b/build.gradle.kts
@@ -7,7 +7,7 @@ import org.jetbrains.kotlin.gradle.targets.js.nodejs.*
 plugins {
   signing
   `maven-publish`
-  kotlin("multiplatform") version "2.0.0-Beta2"
+  kotlin("multiplatform") version "2.0.0-Beta5"
 //  kotlin("jupyter.api") version "0.11.0-225"
   id("com.github.ben-manes.versions") version "0.51.0"
   id("io.github.gradle-nexus.publish-plugin") version "2.0.0-rc-2"
@@ -120,10 +120,10 @@ kotlin {
         implementation("org.graalvm.js:js:23.0.3")
 
         // Markovian deps
-        implementation("org.jetbrains.kotlinx:kotlinx-coroutines-core:1.8.0-RC2")
+        implementation("org.jetbrains.kotlinx:kotlinx-coroutines-core:1.8.1-Beta")
 
-        implementation("org.jetbrains.lets-plot:platf-awt-jvm:4.2.0")
-        implementation("org.jetbrains.lets-plot:lets-plot-kotlin-jvm:4.6.0")
+        implementation("org.jetbrains.lets-plot:platf-awt-jvm:4.3.0")
+        implementation("org.jetbrains.lets-plot:lets-plot-kotlin-jvm:4.7.0")
 
 //  https://arxiv.org/pdf/1908.10693.pdf
 //  implementation("com.datadoghq:sketches-java:0.7.0")
@@ -206,7 +206,7 @@ kotlin {
         implementation(kotlin("test"))
         implementation(kotlin("test-common"))
         implementation(kotlin("test-annotations-common"))
-        implementation("org.jetbrains.kotlinx:kotlinx-datetime:0.5.0")
+        implementation("org.jetbrains.kotlinx:kotlinx-datetime:0.6.0-RC.2")
       }
     }
   }
diff --git a/latex/splash2024/len_dist_bifi.tex b/latex/splash2024/len_dist_bifi.tex
index 199d2ffb..3bcb181e 100644
--- a/latex/splash2024/len_dist_bifi.tex
+++ b/latex/splash2024/len_dist_bifi.tex
@@ -7,6 +7,8 @@
     axis lines*=left,
     xtick={0, 10, 20, 30, 40, 50, 60, 70},
     ytick={0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0},
+    xticklabels={{(}0{,}10{)}, {[}10{,}20{)}, {[}20{,}30{)}, {[}30{,}40{)}, {[}40{,}50{)}, {[}50{,}60{)}, {[}60{,}70{)}, {[}70{,}80{)}},
+    x tick label style={font=\scriptsize},
     ymax=1.0,
     ymin=0.0,
     bar width=4pt,
diff --git a/latex/splash2024/len_dist_s2p.tex b/latex/splash2024/len_dist_s2p.tex
index c2d4264e..da789c4a 100644
--- a/latex/splash2024/len_dist_s2p.tex
+++ b/latex/splash2024/len_dist_s2p.tex
@@ -7,6 +7,8 @@
     axis lines*=left,
     xtick={0, 10, 20, 30, 40, 50, 60, 70},
     ytick={0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0},
+    xticklabels={{(}0{,}10{)}, {[}10{,}20{)}, {[}20{,}30{)}, {[}30{,}40{)}, {[}40{,}50{)}, {[}50{,}60{)}, {[}60{,}70{)}, {[}70{,}80{)}},
+    x tick label style={font=\scriptsize},
     ymax=1.0,
     ymin=0.0,
     bar width=4pt,
diff --git a/latex/splash2024/len_dist_tidy.tex b/latex/splash2024/len_dist_tidy.tex
index df938ab4..4ca465f2 100644
--- a/latex/splash2024/len_dist_tidy.tex
+++ b/latex/splash2024/len_dist_tidy.tex
@@ -7,14 +7,16 @@
     axis lines*=left,
     xtick={0, 10, 20, 30, 40, 50, 60, 70},
     ytick={0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0},
+    xticklabels={{(}0{,}10{)}, {[}10{,}20{)}, {[}20{,}30{)}, {[}30{,}40{)}, {[}40{,}50{)}, {[}50{,}60{)}, {[}60{,}70{)}, {[}70{,}80{)}},
+    x tick label style={font=\scriptsize},
     ymax=1.0,
     ymin=0.0,
     bar width=4pt,
   ]
 
   \addplot[green, fill=green] coordinates {(0, 1.0) (10, 1.0) (20, 1.0) (30, 1.0) (40, 1.0) (50, 1.0) (60, 1.0) (70, 1.0)};
-  \addplot[blue, fill=blue] coordinates {(0, 0.3) (10, 0.286) (20, 0.205) (30, 0.433) (40, 0.256) (50, 0.296) (60, 0.236) (70, 0.315)};
-  \addplot[orange, fill=orange] coordinates {(0, 0.46875) (10, 0.321) (20, 0.366) (30, 0.24) (40, 0.407) (50, 0.454) (60, 0.574) (70, 0.526)};
+  \addplot[blue, fill=blue] coordinates {(0, 0.42) (10, 0.31) (20, 0.26) (30, 0.16) (40, 0.33) (50, 0.21) (60, 0.21) (70, 0.20)};
+  \addplot[orange, fill=orange] coordinates {(0, 0.53) (10, 0.49) (20, 0.15) (30, 0.38461538461538464) (40, 0.26) (50, 0.36) (60, 0.32) (70, 0.63)};
 
 %  \legend{Δ=1,Δ=2,Δ=3}
   \end{axis}
diff --git a/latex/splash2024/splash.pdf b/latex/splash2024/splash.pdf
index 659a3c45..8d6138d4 100644
Binary files a/latex/splash2024/splash.pdf and b/latex/splash2024/splash.pdf differ