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AI, XR, DevOps, graph theory, knowledge graphs, and digital sovereignty. Deep dives, tutorials, and analysis from across the GraphWiz knowledge base.

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July 14, 2026· ~11 min read

Fine-Tuning Open Source LLMs in 2026 — From LoRA to Production

A practical guide to fine-tuning open source LLMs in production — when to fine-tune, LoRA vs QLoRA vs full fine-tuning, tooling landscape, data quality…

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July 14, 2026· ~4 min read

Inkling: Thinking Machines' 1 Trillion Parameter Multimodal Open Model

Thinking Machines released Inkling, a ~1T-parameter open multimodal model with native image, text, and audio understanding, a 1M context window, and MTP…

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July 12, 2026· ~15 min read

AI Agents That Find Zero-Days: The FFmpeg Case Study and What It Means for Software Security

How an autonomous AI agent discovered 21 previously unknown vulnerabilities in FFmpeg — the media library inside almost everything that plays video.…

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July 12, 2026· ~15 min read

Claude Fable 5 and Mythos 5: Anthropic's Mythos-Class Models — Technical Analysis

Deep-dive into Claude Fable 5 and Claude Mythos 5: Mythos-class architecture, safety classifier design, benchmark analysis vs Opus 4.8 / GPT-5.5 /…

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July 12, 2026· ~4 min read

Laguna S 2.1: Poolside's 118B Agentic Coding Model That Fits on a Single DGX Spark

Poolside's Laguna S 2.1 is a 118B-parameter MoE coding model with 8B active parameters, a 1M-token context, and thinking mode.…

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July 11, 2026· ~4 min read

Aether-7B-5Attn: A Fully Open Sovereign Foundation Model with Heterogeneous Attention

VIDRAFT's Aether-7B-5Attn is a 100% open-source foundation model with five distinct attention mechanisms arranged on a Latin square.…

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