Local AI guides
Run local AI on your own hardware - practical, cost-driven guides.
The M5 Ultra Mac Studio might be the cheapest wall plug in local AI
A viral power comparison puts the M5 Ultra Mac Studio at ~350W versus 600W for 4x DGX Spark and ~3900W for 6x RTX 6000 Pro. We check it against measured data.
Aug 30, 2026
Nvidia is in talks to acquire Hugging Face for more than $13 billion
Nvidia is reportedly in talks to buy Hugging Face at over $13B - a 3x jump on its last valuation. What owning open-weights distribution means for self-hosters.
Aug 30, 2026
Musk says Grok's political lean is 'a function of SF Bay Area political views'
Musk says Grok's political lean reflects its trainers' geography. What the admission means for closed models, and why open weights let you set the values.
Aug 29, 2026
OpenAI ends its Cursor partnership after the SpaceX acquisition
OpenAI confirms it is ending its Cursor partnership after SpaceX acquired the company. Direct model access ends November 12. What developers can do.
Aug 29, 2026
How AT&T cut AI coding costs 56% with open-weight models and LiteLLM
AT&T routes employee queries to cheap open-weight models via LiteLLM, cutting coding AI costs up to 56% with a 2% quality drop. What it means for you.
Aug 28, 2026
Nvidia denies pausing its AI cloud commitments initiative
Nvidia denies pausing its AI Cloud Commitments program after a report claimed cloud partners balked at leases restricted to Nvidia-approved customers.
Aug 28, 2026
AMD ROCm 10: what the launch means for local AI
AMD ships ROCm 10: TheRock builds for Radeon and Instinct, ROCm.AI optimization agents, RX 9050 support, and a unified Windows SDK. What changes for local rigs.
Aug 28, 2026
512GB of local AI memory: one M5 Ultra box or a four-box cluster?
One Mac Studio M5 Ultra, 4x DGX Spark, or 4x Ryzen AI Halo: three ways to buy 512GB of local LLM memory. Prices, bandwidth math, honest tradeoffs.
Aug 26, 2026
Agents on Rails: the 16-model leaderboard and what local models can do
Ruby on Rails benchmarked 16 frontier models on 63 real Rails runs. See the leaderboard, the local-vs-hosted story, and which model wins by cost.
Aug 24, 2026
DGX Spark benchmarks: which local model wins in 2026
The best open-weight models that fit the 128GB DGX Spark plus independent benchmarks - BridgeBench, Exxact, community NVFP4 runs - by tok/s, latency, pass rate.
Aug 19, 2026
GLM-5.3: the coding upgrade Z.ai is holding back for safety review
Z.ai's GLM-5.3 is a post-training coding upgrade of the 743B GLM base that found 1,097 critical bugs in open source. Open weights are held for safety review.
Aug 14, 2026
Cloudflare Wallets and x402: agents that pay their own way
Cloudflare Wallets give AI agents stablecoin wallets with spending guardrails, and x402 lets them pay per HTTP request. What it means for agent payments.
Aug 05, 2026