January 2012 Blog Posts (3)

Oracle proposal would create single committee to oversee Java specs

If a new proposal by Oracle is accepted, oversight of Java technical standards will fall under the auspices of a single committee, rather than the current system, which has separate entities for Java EE/SE and ME.

Java SE and EE concern desktop and server environments while ME is for mobile and embedded uses of Java.

Read more …

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Added by Michael Levin on January 27, 2012 at 12:26pm — No Comments

Oracle JUG Leaders Summit

Jug leaders summit news: http://blogs.oracle.com/java/entry/jug_leaders_summit

Added by Michael Levin on January 25, 2012 at 5:48pm — No Comments

Generatrix - Java Interface Samples

This post will soon contain several Java interfaces for something called a Generatrix. It is the subject of a research article I have submitted to an upcoming IEEE conference. The sample code here will be a supplement to the article for the benefit of the review team and readers, if the article is accepted.

 

Stand By.

Added by Juan Rolando Reza on January 8, 2012 at 6:56pm — No Comments

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InfoQ Reading List

Google OpenRL is an Experimental Self-hosted API for LLM Post-Training Fine-tuning

Google's GKE Labs has introduced OpenRL, an open-source project that provides a self-hosted API for post-training and fine-tuning Large Language Models (LLMs) on standard Kubernetes clusters.

By Sergio De Simone

AI Is Moving up the Software Lifecycle: From Code Review to PRD Governance

Technology companies are extending AI beyond code generation into earlier stages of the software lifecycle, including PRD validation, design inputs, and code review. Initiatives from Uber, DoorDash, and Cloudflare highlight a shift toward AI-driven governance layers that evaluate engineering artifacts before implementation while preserving human oversight across the development pipeline.

By Leela Kumili

Presentation: Rules for Understanding Language Models

Naomi Saphra discusses 5 rules governing language model behavior, breaking down why LLMs act like populations rather than individuals. She explains how tokenization creates strange semantic blind spots and highlights the mechanics of sycophancy, showing how models leverage subtle data associations to match user biases and demographics - even guessing political views based on favorite sports teams.

By Naomi Saphra

Article: Beyond CLEAN and MVP: Architecting an Offline-first Reactive Data Layer in Android

With the Reactive Data Layer Architecture (RDLA), you establish a clear boundary between public data APIs and private, framework-specific data-source implementations. Your presentation layer operates in a purely reactive manner, observing data changes rather than procedurally querying them. RDLA also simplifies testing by encouraging you to program to interfaces and use clean seeding patterns.

By Mervyn Anthony

Lucide Releases Version 1.0, Removing Brand Icons and Cutting Bundle Size for Millions of Projects

Lucide has released version 1.0 of its open-source icon toolkit, marking its first stable major release. The update features over 1,600 icons and removes trademarked brand icons due to legal and design concerns. Significant performance improvements have also been made, reducing package size and adding context providers for various frameworks. Users upgrading should be aware of breaking changes.

By Daniel Curtis

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