(Modified:
2026-10-06)
— Written by
SimeonOnSecurity— 10 min read
Compare local AI with ChatGPT and Claude through benchmark scores, memory estimates, serving speed, and agent verification. Includes RTX 5090, DGX Spark, and Mac Studio scenarios.
(Modified:
2026-10-06)
— Written by
SimeonOnSecurity— 10 min read
How Context Language Models edit agent memory, what the benchmarks establish, and how cache costs, model capability, and untrusted notes affect reliability.
(Modified:
2026-10-05)
— Written by
SimeonOnSecurity— 11 min read
A practical October 2026 guide to choosing local AI models for coding agents. Compare GPU memory, KV-cache growth, context size, quantization quality, prompt processing, reasoning settings, and cloud rental costs.
(Modified:
2026-10-03)
— Written by
SimeonOnSecurity— 11 min read
A practical October 2026 guide to running a Qwen 27B model with 32GB of usable accelerator memory. Compare single GPUs, two-card builds, unified memory, used data-center cards, rented compute, software support, and full-context limits.