michalharakal · Oct 24, 2026 · Oct 24, 2026 · Oct 24, 2026
diff --git a/GloVeEmbeddings/gradle/libs.versions.toml b/GloVeEmbeddings/gradle/libs.versions.toml
@@ -1,11 +1,11 @@
 [versions]
-# Keep in step with the Kotlin version SKaiNET is built with: SKaiNET 0.62.1 ships
+# Keep in step with the Kotlin version SKaiNET is built with: SKaiNET 0.62.2 ships
 # klibs compiled with Kotlin 2.4.21 (readable by 2.4.10); an older compiler line cannot read them
 # (JS/wasm fail with "Symbol for Any not found").
 kotlin = "2.4.10"
 # SKaiNET BOM version — published to Maven Central. The BOM pins every
 # sk.ainet.core:* artifact so individual libraries are declared without versions.
-skainet = "0.62.1"
+skainet = "0.62.2"
 
 # Compose Multiplatform + Android. Must match the shared :skainet-ui design
 # system (included build) exactly: a mismatched Compose pulls two Skiko

diff --git a/GloVeEmbeddings/settings.gradle.kts b/GloVeEmbeddings/settings.gradle.kts
@@ -17,7 +17,7 @@ pluginManagement {
 
 dependencyResolutionManagement {
     repositories {
-        // Resolve everything from Maven Central (SKaiNET 0.62.1 is published there).
+        // Resolve everything from Maven Central (SKaiNET 0.62.2 is published there).
         // No mavenLocal: an unrestricted mavenLocal is consulted first and can contain
         // a partial kotlin-stdlib (JVM jar + POM, no klib variants) that shadows
         // Central's variant-aware metadata, breaking JS/wasm with "Missing stdlib class".

diff --git a/IrisDemo/gradle/libs.versions.toml b/IrisDemo/gradle/libs.versions.toml
@@ -1,5 +1,5 @@
 [versions]
-skainet = "0.62.1"
+skainet = "0.62.2"
 kotlin = "2.4.10"
 kotlinx-coroutines = "1.10.2"
 kotlinx-io = "0.8.2"

diff --git a/KernelRace/gradle/libs.versions.toml b/KernelRace/gradle/libs.versions.toml
@@ -19,9 +19,10 @@ kotlinxIo = "0.9.1"
 # its jvmMain), so the iOS download path talks to Ktor's Darwin engine on its own.
 ktorClientCore = "3.5.2"
 # SKaiNET-transformers 0.63.0 is built against engine 0.62.x (0.62.1 fixes the native packed-kernel
-# bindings the Q8_0 lane uses on the desktop JVM); keep the two pins
+# bindings the Q8_0 lane uses on the desktop JVM, 0.62.2 runs the dense FP32 kernel on every core and
+# on AVX2); keep the two pins
 # moving together (the transformers release notes name the engine version).
-skainet = "0.62.1"
+skainet = "0.62.2"
 skainet-transformers = "0.63.0"
 
 [libraries]

diff --git a/KllamaDemo/gradle/libs.versions.toml b/KllamaDemo/gradle/libs.versions.toml
@@ -20,7 +20,7 @@ kotlinxIo = "0.9.0"
 ktor = "3.4.0"
 logback = "1.5.29"
 material3 = "1.10.0-alpha05"
-skainet = "0.62.1"
+skainet = "0.62.2"
 skainet-transformers = "0.63.0"
 
 [libraries]

diff --git a/LayaMoE/README.md b/LayaMoE/README.md
@@ -43,7 +43,7 @@ The first run downloads about 1.05 GB (the base checkpoint, 843 MB F16, and two
 LAYAMOE_LANE=q8 ./gradlew :composeApp:run       # packed Q8_0 lane, less memory, same answers to within quantization noise
 ```
 
-> The Q8_0 lane on the desktop JVM needs SKaiNET 0.62.1 (the pin here): on 0.62.0 the native FFM bindings
+> The Q8_0 lane on the desktop JVM needs SKaiNET 0.62.1 or later (the pin here is 0.62.2): on 0.62.0 the native FFM bindings
 > of the Q8_0 / Q4_0 / Q5_0 / Q5_1 kernels zeroed every row but the last of a multi-row product, so a Laya
 > request on that lane answered every question with uniform probabilities. Found while building this
 > example, fixed in SKaiNET 0.62.1 (PR #1436). The FP32 lane was unaffected, and so was the browser's
@@ -126,6 +126,11 @@ about 1 min 50 s after "Load model" on a cached visit and about 3 min 30 s on th
 answers exactly like the desktop within quantization noise: destructive 67.2 % (FP32: 65.1 %),
 needs_human 21.7 % (23.3 %), risk 2.12 (2.11), routed to `safety` at 0.746 on `agent_action`.
 
+**Desktop, FP32 lane on SKaiNET 0.62.2** (same machine, 2026-10-24): the same preset answers in 6.5 s per request
+(three questions plus the router, 370 tokens; 6495 / 6469 / 6424 ms over three repetitions after a warm-up) against
+13.0 s on 0.62.1. The engine's dense FP32 `x · Wᵀ` kernel, two thirds of a request, now runs on every core and, on
+x86-64, on AVX2/FMA; routing and answers are unchanged.
+
 **Desktop, Q8_0 lane** (same machine, SKaiNET 0.62.1): the "drop a production table" preset
 answers like the FP32 lane within quantization noise (destructive 67.2 %, needs_human 21.7 %, risk 2.12 —
 the browser's Q8_0 figures to the digit) but takes 25.3 s per request against 13.0 s on FP32: on the eager
@@ -154,7 +159,7 @@ LayaMoE/
 └── THIRD_PARTY_LICENSES/
 ```
 
-Library pieces this example rests on (SKaiNET-transformers 0.63.0, SKaiNET 0.62.1):
+Library pieces this example rests on (SKaiNET-transformers 0.63.0, SKaiNET 0.62.2):
 `LayaModelLoader` (common, any `RandomAccessSource`), `LayaExpertLoader` / `LayaExpert`,
 `LayaRouterSpec`, `LayaMixtureAgent`, `LayaMixtureDecisionAdapter` for the typed decision
 runtime, `LayaWeightForms.q8_0For` for the packed lane, `JsBlobRandomAccessSource.openSync`

diff --git a/LayaMoE/gradle/libs.versions.toml b/LayaMoE/gradle/libs.versions.toml
@@ -16,10 +16,11 @@ kotlinx-coroutines = "1.11.0"
 kotlinxIo = "0.9.1"
 kotlinxSerialization = "1.11.0"
 kotlinxBrowser = "0.5.0"
-# Engine 0.62.1 (0.62.0 + the native packed-kernel binding fix): Blob sources with worker-side blocking reads, PlannerProfile.BROWSER, the fused
+# Engine 0.62.2 (0.62.1 + the dense FP32 x·Wᵀ kernel on every core and, on x86-64, on AVX2/FMA; 0.62.1 fixed the
+# native packed-kernel bindings): Blob sources with worker-side blocking reads, PlannerProfile.BROWSER, the fused
 # SIMD128 / FFM kernels and skainet-data-source on the web. Transformers 0.63.0: Laya expert heads,
 # the prompted router and the mixture adapter (LayaExpertLoader, LayaMixtureAgent).
-skainet = "0.62.1"
+skainet = "0.62.2"
 skainet-transformers = "0.63.0"
 
 [libraries]

diff --git a/MNISTDemo/gradle/libs.versions.toml b/MNISTDemo/gradle/libs.versions.toml
@@ -19,7 +19,7 @@ kotlin = "2.4.10"
 kotlinx-coroutines = "1.10.2"
 ktor = "3.1.3"
 logback = "1.5.18"
-skainet = "0.62.1"
+skainet = "0.62.2"
 kotlinxIo = "0.8.2"
 ktorClientCore = "3.3.3"
 ktorClientPlugins = "3.1.1"

diff --git a/MnistJavaDemo/README.md b/MnistJavaDemo/README.md
@@ -5,7 +5,7 @@ A CLI MNIST digit detector written in Java 21, demonstrating JVM interoperabilit
 ## Prerequisites
 
 - **Java 21+** (with preview features)
-- **SKaiNET 0.62.1** -- resolved directly from Maven Central, no local publish needed
+- **SKaiNET 0.62.2** -- resolved directly from Maven Central, no local publish needed
 - **GGUF model file** -- a trained MNIST CNN model in GGUF format
 
 ## Usage

diff --git a/MnistJavaDemo/gradle/libs.versions.toml b/MnistJavaDemo/gradle/libs.versions.toml
@@ -1,5 +1,5 @@
 [versions]
-skainet = "0.62.1"
+skainet = "0.62.2"
 kotlin = "2.4.10"
 kotlinx-coroutines = "1.10.2"
 kotlinx-io = "0.8.2"

diff --git a/SemanticEmojiFilter/gradle/libs.versions.toml b/SemanticEmojiFilter/gradle/libs.versions.toml
@@ -10,7 +10,7 @@ androidx-lifecycle = "2.11.0"
 # UnsatisfiedLinkError (getAdapterMaxTextureSize) at first render on macOS/Metal.
 composeMultiplatform = "1.11.1"
 # At least the engine's Kotlin: the SIMD128 sidecar uses kotlin.wasm.unsafe.wasmMemory and an older
-# Kotlin/Wasm linker fails on it (engine 0.62.1 is built with 2.4.21).
+# Kotlin/Wasm linker fails on it (engine 0.62.2 is built with 2.4.21).
 kotlin = "2.4.21"
 kotlinx-coroutines = "1.11.0"
 kotlinxIo = "0.9.1"
@@ -23,7 +23,7 @@ kotlinxSerialization = "1.11.0"
 # 0.61.0 makes the Laya loader common code and adds the packed Q8_0 lane, opt-in; 0.63.0 on engine
 # 0.62.x adds Laya expert heads and routing, unused here, and rides on the fused SIMD128 kernels the
 # web verifier runs on).
-skainet = "0.62.1"
+skainet = "0.62.2"
 skainet-transformers = "0.63.0"
 
 [libraries]

diff --git a/SinusApproximator/gradle/libs.versions.toml b/SinusApproximator/gradle/libs.versions.toml
@@ -24,7 +24,7 @@ kotlin = "2.4.10"
 kotlinx-coroutines = "1.10.2"
 ktor = "3.1.3"
 logback = "1.5.18"
-skainet = "0.62.1"
+skainet = "0.62.2"
 kotlinxIo = "0.8.2"
 
 [libraries]

diff --git a/TDALab/gradle/libs.versions.toml b/TDALab/gradle/libs.versions.toml
@@ -1,11 +1,11 @@
 [versions]
-# Keep in step with the Kotlin version SKaiNET is built with: SKaiNET 0.62.1 ships
+# Keep in step with the Kotlin version SKaiNET is built with: SKaiNET 0.62.2 ships
 # klibs compiled with Kotlin 2.4.21 (readable by 2.4.10); an older compiler line cannot read them
 # (JS/wasm fail with "Symbol for Any not found").
 kotlin = "2.4.10"
 # SKaiNET BOM version — published to Maven Central. The BOM pins every
 # sk.ainet.core:* artifact so individual libraries are declared without versions.
-skainet = "0.62.1"
+skainet = "0.62.2"
 
 # Compose Multiplatform + Android. Must match the shared :skainet-ui design
 # system (included build) exactly: a mismatched Compose pulls two Skiko

diff --git a/TDALab/settings.gradle.kts b/TDALab/settings.gradle.kts
@@ -17,7 +17,7 @@ pluginManagement {
 
 dependencyResolutionManagement {
     repositories {
-        // Resolve everything from Maven Central (SKaiNET 0.62.1 is published there).
+        // Resolve everything from Maven Central (SKaiNET 0.62.2 is published there).
         // No mavenLocal: an unrestricted mavenLocal is consulted first and can contain
         // a partial kotlin-stdlib (JVM jar + POM, no klib variants) that shadows
         // Central's variant-aware metadata, breaking JS/wasm with "Missing stdlib class".

diff --git a/TinyTransformer/gradle/libs.versions.toml b/TinyTransformer/gradle/libs.versions.toml
@@ -13,13 +13,13 @@ composeHotReload = "1.0.0"
 # render on macOS/Metal. AGP must also match skainet-ui's — Gradle composite
 # builds reject mixed AGP versions.
 composeMultiplatform = "1.11.1"
-# Keep in step with the Kotlin version SKaiNET is built with: SKaiNET 0.62.1 ships
+# Keep in step with the Kotlin version SKaiNET is built with: SKaiNET 0.62.2 ships
 # klibs compiled with Kotlin 2.4.21 (readable by 2.4.10); an older compiler line cannot read them.
 kotlin = "2.4.10"
 kotlinx-coroutines = "1.10.2"
 # SKaiNET BOM version — published to Maven Central. The BOM pins every
 # sk.ainet.core:* artifact so individual libraries are declared without versions.
-skainet = "0.62.1"
+skainet = "0.62.2"
 
 [libraries]
 kotlin-test = { module = "org.jetbrains.kotlin:kotlin-test", version.ref = "kotlin" }