Salih M. ⁽¹²⁾

The local AI world has a new family tree, and it’s worth understanding. Strata and Project Maya are two open-source inference engines designed to run models that normally have no business running on consumer hardware. They share DNA, but they aim at different users and…

Most local AI advice starts with buying a newer GPU. Kindi starts with the one sitting in the closet. It is a custom inference engine from Amir Husain that runs modern small language models on old NVIDIA cards—including a 2014 Quadro K420 with 1 GB…

In this article, we examine how the newly released open-weight model Flint compares with the leading local models in the 27B–35B range — and whether Qwen 3.8 27B is still the king, or if Flint has taken the crown. Qwen3.8-27B is a dense 27B-class model…

VoiceStudio, an open-source project at voicestudio.sh, is a local-first AI voice studio for cloning voices, designing new ones, dubbing video, transcribing audio, and building audiobooks. It supports 646 languages, runs without an account, and exposes a local OpenAI-compatible API. The free desktop app is AGPL-3.0,…

According to Reuters, Apple said it will host a "Pro and Tell" event in Los Angeles on October 28, the latest in a run of Apple launches as the iPhone maker expands its hardware and AI lineup. Analysts expect the event to include Apple's first…

Recursive released Flint, a 40-billion-parameter coding model built to run on your own machine — and it's quick. With just 2.5 billion parameters active per token, it claims the top spot among sub-50B mixture-of-experts models on agentic coding benchmarks like SWE-Bench Verified, while generating over…

OpenAI says it now trains frontier models with no internet access, and its new security post explains why: the models are getting good enough to break out. After a September 20 incident where a research model exploited a DNS misconfiguration to reach the live internet,…

Government websites in Europe and elsewhere went offline after critical vulnerabilities in the PHP programming language were disclosed, sending operators scrambling. Developers released urgent fixes after AI tools uncovered flaws that had lurked for years, and cybersecurity agencies urged users to update immediately or take…

DeepSeek’s latest release, DeepSeek-V4.1-Flash-1017, is not a new architecture but an October 17, 2026 post-training refresh of DeepSeek-V4.1-Flash. The company calls it a “minor update,” yet the gains are broad: better reasoning, coding, agentic performance, and visual benchmarks, combined with shorter outputs and faster task…

According to NVIDIA, NVIDIA said its RTX Spark laptops are available today from ASUS, Dell, HP, Lenovo, Microsoft and MSI, with additional systems to follow, bringing slim, premium Windows PCs that pair NVIDIA's AI and RTX graphics with local computing. The machines use a single…