CSO Online

How to make LLMs a defensive advantage without creating a new attack surface

LLMs can supercharge your SOC, but if you don’t fence them in, they’ll open a brand-new attack surface while attackers scale ...

Manifold-Constrained Hyper-Connections: The Architectural Breakthrough That Might Redefine LLM Training

If mHC scales the way early benchmarks suggest, it could reshape how we think about model capacity, compute budgets and the ...

Guide Labs debuts a new kind of interpretable LLM

The company open sourced an 8-billion-parameter LLM, Steerling-8B, trained with a new architecture designed to make its ...

Tech 42 launches open-source AI Agent Starter Pack in AWS Marketplace, reducing production deployment time to minutes

Advanced Tier Services AWS Partner releases production-ready AI agent package built on Amazon Bedrock AgentCore to ...
IEEE

Privacy-Utility Trade-off in Federated LLM Fine-Tuning: A Dynamic Game Approach

Abstract: Fine-tuning large language models (LLMs) is critical for adapting pretrained models to specialized downstream tasks. Federated LLM fine-tuning enables privacy-aware model updates by allowing ...
marktechpost

How to Build a Privacy-Preserving Federated Pipeline to Fine-Tune Large Language Models with LoRA Using Flower and PEFT

In this tutorial, we demonstrate how to federate fine-tuning of a large language model using LoRA without ever centralizing private text data. We simulate multiple organizations as virtual clients and ...
9to5Mac

Report: Apple to fine-tune Gemini independently, no Google branding on Siri, more

The Information has published a report with interesting tidbits about Apple’s partnership with Google, which will have Gemini serve as the foundation for its AI features, including the new Siri. Here ...
GitHub

llm-lab-org/LLM-Lab-LLaMA-Factory

[25/07/02] We supported fine-tuning the GLM-4.1V-9B-Thinking model. Please install transformers from main branch to use. [25/04/28] We supported fine-tuning the Qwen3 ...
SiliconANGLE

Thinking Machines makes its Tinker AI fine-tuning service generally available

Thinking Machines Lab Inc. today launched its Tinker artificial intelligence fine-tuning service into general availability. San Francisco-based Thinking Machines was founded in February by Mira Murati ...
TechCrunch

AWS doubles down on custom LLMs with features meant to simplify model creation

Right on the heels of announcing Nova Forge, a service to train custom Nova AI models, Amazon Web Services (AWS) announced more tools for enterprise customers to create their own frontier models. AWS ...