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Red Hat Details TTS Fine-Tuning via Kubeflow Trainer on OpenShift AI

Red Hat published a developer guide on fine-tuning text-to-speech models for multilingual use cases using Kubeflow Trainer on Red Hat OpenShift AI . The post cites a CSA Research survey of 8,709 consumers across 29 countries finding that 76…

24d ago·Industry ProSINGLE SOURCE

Harness overhead and narrow fine-tuning compress AI deployment costs from both ends

Token costs for hosted frontier models depend not just on per-token rates but on the scaffolding that wraps each call, and a parallel wave of narrow fine-tuning on sub-billion-parameter models is compressing the cost floor from the other d…

The Vector·24d ago·Industry Pro2 INDEPENDENT OUTLETS

DeepSeek Harness Flaw Let Sandboxed AI Agents Disable Own Confinement

A critical vulnerability in DeepSeek Harness, DeepSeek's open-source tool for running AI coding agents locally, allowed a sandboxed agent to disable its own confinement with a single shell command on shipped default settings . OX Research…

24d ago·Industry Pro4 INDEPENDENT OUTLETS