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Fresh reporting on active vulnerabilities, security patches, incident response, and threat research for defenders.
Learn how to fine-tune 27B–32B LLMs like Qwen 2.5 on a single 24GB GPU using Unsloth and 4-bit QLoRA with full code, memory optimization, and serving guides.
Z.ai's GLM-5.3 achieves an 84.5% vulnerability discovery rate on CyberGym, outperforming frontier AI models while creating new SecOps verification challenges.
xAI launches Grok 4.6 with a 500k context window and aggressive pricing, matching GPT-5.6 Sol in knowledge work while trailing in autonomous coding benchmarks.
Anthropic launches Claude Opus 5 with 1M context alongside a permanent price freeze on Sonnet, cutting enterprise AI costs and setting new SWE-bench records.
OpenAI previews GPT-5.6 Sol, combining dynamic test-time compute via a Reasoning Slider with ultrafast silicon delivering up to 750 TPS reasoning speeds.
Meta unveils Muse Spark 1.2 and open-weight Muse Glimmer 30B. Compare benchmarks, TCO economics, Apache 2.0 licensing, and critical CISO security risks.
Google launches Gemini 3.7 Flash with hybrid reasoning for advanced agentic workflows and fast coding, while its flagship Gemini 3.5 Pro model faces delays.
Nvidia launches Nemotron 3.5 Lightning with transparent datasets and a sparse 30B MoE architecture, delivering high-speed, auditable AI for enterprise agents.