Add TornadoVM, Ivar Grimstad, Daniel Oh, Susanne Pieterse, and Deep Netts news found via governance review

SPEC.md

@@ -86,6 +86,7 @@ Questions and answers:
 Latest headlines about the Java AI ecosystem. Each item has a link and brief description.
 Note: Order by date, newest first. Don't show news older than 3 months
 
+- https://foojay.io/today/how-to-create-a-spring-boot-fraud-scoring-service/
 - https://javapro.io/2026/07/29/connecting-java-reinforcement-learning-to-python-gymnasium/
 - https://medium.com/graalvm/when-prompts-become-plugins-34a737d30f54
 - https://inside.java/2026/07/25/design-java-mcp-tool/
@@ -535,6 +536,11 @@ Run models, train classifiers, and do ML inference directly on the JVM — no Py
 - **Description:** Java-native LLM inference with automatic GPU acceleration via TornadoVM. Supports Llama 3, Mistral, Qwen, Phi-3, and IBM Granite models in GGUF format. TornadoVM translates Java bytecode to GPU kernels (OpenCL, PTX, SPIR-V). From the University of Manchester's Beehive Lab.
 - **Links:** [InfoQ](https://www.infoq.com/news/2025/06/gpullama3-java-gpu-llm/)
 
+### TornadoVM
+- **Badge:** Inference
+- **Description:** GPU programming framework for Java — JIT-compiles Java bytecode into CUDA, OpenCL, and Apple Metal at runtime, running on GPUs and multi-core CPUs. Powers GPULlama3.java's GPU acceleration. v5.2.0 added AI-focused kernels: native FP8 conversion, FP8/BF16 tensor-core matrix multiply, cuBLAS/CUTLASS-compatible BFloat16 arrays, and batched FP16 GEMM. From the University of Manchester's Beehive Lab.
+- **Links:** [Website](https://www.tornadovm.org) · [GitHub](https://github.com/beehive-lab/TornadoVM) · [Docs](https://tornadovm.readthedocs.io/en/latest/)
+
 ### TensorFlow Java
 - **Badge:** Training
 - **Description:** Java bindings for TensorFlow, maintained by the TensorFlow JVM SIG. Train and deploy TF models entirely in Java. Available as an optional Tribuo integration. Suitable for teams that want to stay within the JVM ecosystem while using TensorFlow's model formats.
@@ -657,6 +663,15 @@ Notes:
 - **Role:** NYJavaSIG founder, AI 4 Java educator, JSR 381 co-author
 - **Links:** [@frankgreco](https://twitter.com/frankgreco) · [Bluesky](https://bsky.app/profile/frankgreco.bsky.social) · [GitHub](https://github.com/fgreco55) · [LinkedIn](https://www.linkedin.com/in/frankdgreco/) · [Website](https://ai4java.com)
 
+### Ivar Grimstad
+
+- **Badge:** Person
+- **Java Champion**
+- **Initials:** IG
+- **Photo:** https://avatars.githubusercontent.com/u/149188?v=4
+- **Role:** Jakarta EE Developer Advocate — Eclipse Foundation; speaks on bringing AI to Jakarta EE (Jakarta Agentic AI)
+- **Links:** [@ivar_grimstad](https://twitter.com/ivar_grimstad) · [Bluesky](https://bsky.app/profile/theguywiththeduketattoo.com) · [GitHub](https://github.com/ivargrimstad) · [LinkedIn](https://www.linkedin.com/in/ivargrimstad/) · [Website](https://www.agilejava.eu)
+
 ### Rod Johnson
 
 - **Badge:** Person
@@ -741,6 +756,15 @@ Notes:
 - **Role:** Creator of Tools4AI
 - **Links:** [GitHub](https://github.com/vishalmysore) · [LinkedIn](https://www.linkedin.com/in/vishalrow/) · [Blog](https://medium.com/@visrow)
 
+### Daniel Oh
+
+- **Badge:** Person
+- **Java Champion**
+- **Initials:** DO
+- **Photo:** https://avatars.githubusercontent.com/u/14066977?v=4
+- **Role:** Senior Principal Developer Advocate — Red Hat; CNCF Ambassador speaking on agentic AI and cloud-native Java
+- **Links:** [@danieloh30](https://twitter.com/danieloh30) · [Bluesky](https://bsky.app/profile/danieloh30.bsky.social) · [LinkedIn](https://www.linkedin.com/in/daniel-oh-083818112/)
+
 ### Konstantin Pavlov
 
 - **Badge:** Person
@@ -749,6 +773,14 @@ Notes:
 - **Role:** Creator of Tachyon; maintainer of mokksy.dev and LangChain4j Kotlin extensions
 - **Links:** [Bluesky](https://bsky.app/profile/kpavlov.me) · [GitHub](https://github.com/kpavlov) · [Blog](https://kpavlov.me)
 
+### Susanne Pieterse
+
+- **Badge:** Person
+- **Initials:** SP
+- **Photo:** https://avatars.githubusercontent.com/u/18641509?v=4
+- **Role:** Senior Software Engineer & iSAQB-certified Software Architect — OPEN.nl; LangChain4j contributor teaching Java teams to build reliable AI agents
+- **Links:** [Bluesky](https://bsky.app/profile/susivic.bsky.social) · [GitHub](https://github.com/Sus4nne)
+
 ### Mark Pollack
 
 - **Badge:** Person

index.html

@@ -399,6 +399,7 @@ <h1>Java meets <span>Artificial Intelligence</span></h1>
     <div class="news-bar">
       <h2 class="section-title" style="font-size:1.1rem;margin-bottom:.75rem;">Latest Headlines</h2>
       <ul>
+        <li><a href="https://foojay.io/today/how-to-create-a-spring-boot-fraud-scoring-service/">How to Create a Spring Boot Fraud Scoring Service</a> &mdash; builds a production credit-card fraud detection REST API with Spring Boot and the pure-Java Deep Netts deep-learning library, embedding the model directly in the app instead of a separate Python inference server</li>
         <li><a href="https://javapro.io/2026/07/29/connecting-java-reinforcement-learning-to-python-gymnasium/">Connecting Java Reinforcement Learning to Python Gymnasium</a> &mdash; bridges Java RL code to Python's Gymnasium library via JavaCPP, covering Python lifecycle management and NumPy data transfer, starting with CartPole before scaling up to CARLA</li>
         <li><a href="https://medium.com/graalvm/when-prompts-become-plugins-34a737d30f54">When Prompts Become Plugins: Generating User Extensions with Graal Script Agent</a> &mdash; introduces a library for turning end-user prompts into sandboxed, reusable JavaScript or Python extensions that run locally within application-defined boundaries</li>
         <li><a href="https://inside.java/2026/07/25/design-java-mcp-tool/">Pairing In-Process and Hosted Embeddings for Java MCP Tool Development</a> &mdash; designing an MCP server on Helidon that supports both local (DJL/MiniLM) and hosted (OpenAI) embedding models behind a stable tool interface</li>
@@ -1221,6 +1222,17 @@ <h3>GPULlama3.java</h3>
         <p>Java-native LLM inference with automatic GPU acceleration via TornadoVM. Supports Llama 3, Mistral, Qwen, Phi-3, and IBM Granite models in GGUF format. TornadoVM translates Java bytecode to GPU kernels (OpenCL, PTX, SPIR-V). From the University of Manchester's Beehive Lab.</p>
       </a>
 
+      <div class="card">
+        <span class="card-badge badge-inference">Inference</span>
+        <h3><a href="https://www.tornadovm.org">TornadoVM</a></h3>
+        <p>GPU programming framework for Java &mdash; JIT-compiles Java bytecode into CUDA, OpenCL, and Apple Metal at runtime, running on GPUs and multi-core CPUs. Powers GPULlama3.java's GPU acceleration. v5.2.0 added AI-focused kernels: native FP8 conversion, FP8/BF16 tensor-core matrix multiply, cuBLAS/CUTLASS-compatible BFloat16 arrays, and batched FP16 GEMM. From the University of Manchester's Beehive Lab.</p>
+        <div class="card-links">
+          <a class="icon icon-web" href="https://www.tornadovm.org" title="Website"></a>
+          <a class="icon icon-github" href="https://github.com/beehive-lab/TornadoVM" title="GitHub"></a>
+          <a class="icon icon-web" href="https://tornadovm.readthedocs.io/en/latest/" title="Docs"></a>
+        </div>
+      </div>
+
       <div class="card">
         <span class="card-badge badge-framework">Training</span>
         <h3><a href="https://www.tensorflow.org/jvm">TensorFlow Java</a></h3>
@@ -1426,6 +1438,22 @@ <h4>Frank Greco</h4>
         </div>
       </div>
 
+      <div class="person">
+        <div class="person-avatar"><img src="https://avatars.githubusercontent.com/u/149188?v=4" alt="Ivar Grimstad"></div>
+        <div class="person-info">
+          <h4>Ivar Grimstad</h4>
+          <span class="badge-champion">Java Champion</span>
+          <p>Jakarta EE Developer Advocate &mdash; Eclipse Foundation; speaks on bringing AI to Jakarta EE (Jakarta Agentic AI)</p>
+          <div class="person-links">
+            <a class="icon icon-x" href="https://twitter.com/ivar_grimstad" title="@ivar_grimstad"></a>
+            <a class="icon icon-bluesky" href="https://bsky.app/profile/theguywiththeduketattoo.com" title="Bluesky"></a>
+            <a class="icon icon-github" href="https://github.com/ivargrimstad" title="GitHub"></a>
+            <a class="icon icon-linkedin" href="https://www.linkedin.com/in/ivargrimstad/" title="LinkedIn"></a>
+            <a class="icon icon-web" href="https://www.agilejava.eu" title="Website"></a>
+          </div>
+        </div>
+      </div>
+
       <div class="person">
         <div class="person-avatar"><img src="https://avatars.githubusercontent.com/u/1916583?v=4" alt="Rod Johnson"></div>
         <div class="person-info">
@@ -1573,6 +1601,20 @@ <h4>Vishal Mysore</h4>
         </div>
       </div>
 
+      <div class="person">
+        <div class="person-avatar"><img src="https://avatars.githubusercontent.com/u/14066977?v=4" alt="Daniel Oh"></div>
+        <div class="person-info">
+          <h4>Daniel Oh</h4>
+          <span class="badge-champion">Java Champion</span>
+          <p>Senior Principal Developer Advocate &mdash; Red Hat; CNCF Ambassador speaking on agentic AI and cloud-native Java</p>
+          <div class="person-links">
+            <a class="icon icon-x" href="https://twitter.com/danieloh30" title="@danieloh30"></a>
+            <a class="icon icon-bluesky" href="https://bsky.app/profile/danieloh30.bsky.social" title="Bluesky"></a>
+            <a class="icon icon-linkedin" href="https://www.linkedin.com/in/daniel-oh-083818112/" title="LinkedIn"></a>
+          </div>
+        </div>
+      </div>
+
       <div class="person">
         <div class="person-avatar"><img src="https://avatars.githubusercontent.com/u/1517853?v=4" alt="Konstantin Pavlov"></div>
         <div class="person-info">
@@ -1586,6 +1628,18 @@ <h4>Konstantin Pavlov</h4>
         </div>
       </div>
 
+      <div class="person">
+        <div class="person-avatar"><img src="https://avatars.githubusercontent.com/u/18641509?v=4" alt="Susanne Pieterse"></div>
+        <div class="person-info">
+          <h4>Susanne Pieterse</h4>
+          <p>Senior Software Engineer &amp; iSAQB-certified Software Architect &mdash; OPEN.nl; LangChain4j contributor teaching Java teams to build reliable AI agents</p>
+          <div class="person-links">
+            <a class="icon icon-bluesky" href="https://bsky.app/profile/susivic.bsky.social" title="Bluesky"></a>
+            <a class="icon icon-github" href="https://github.com/Sus4nne" title="GitHub"></a>
+          </div>
+        </div>
+      </div>
+
       <div class="person">
         <div class="person-avatar"><img src="https://avatars.githubusercontent.com/u/247466?v=4" alt="Mark Pollack"></div>
         <div class="person-info">

sitemap.xml

@@ -2,7 +2,7 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
   <url>
     <loc>https://ai4jvm.com/</loc>
-    <lastmod>2026-07-31</lastmod>
+    <lastmod>2026-08-02</lastmod>
     <changefreq>weekly</changefreq>
     <priority>1.0</priority>
   </url>