Local AI guides
Run local AI on your own hardware - practical, cost-driven guides.
NVIDIA PAIR turns your household's idle PCs into a local AI cluster
NVIDIA's free PAIR beta routes AI inference across RTX PCs, Macs, and DGX Spark over your local network. How it works, setup, benchmarks, and gotchas.
Sep 04, 2026
Anthropic ships a text watermark on its newest models, and code mostly escapes it
Fable 5.1 and Mythos 5.1 ship with a statistical text watermark, no opt-out. Code mostly escapes it and detection is gated to a private preview.
Sep 04, 2026
Who pays when an AI agent causes damage: the contracts, the policies, and the gap
Anthropic and OpenAI terms put agent actions on the user with $100 caps. 4,078 AI insurance exclusions are in force. Where the coverage gap sits.
Sep 02, 2026
RTX 5090 at $5,099: the August 2026 price check
RTX 5090 hits $5,099 at retail, used 4090s top their $1,599 MSRP, and the DGX Spark is $4,699. The August 2026 local-AI price ladder, with sources.
Aug 31, 2026
DHH's Omarchy now has a $12.6M foundation and corporate patrons
Omarchy's Omacom Foundation hit $12M from twelve $1M patrons, then 1Password and 37signals pledged $100,000 a year each, taking the pot to $12.6M.
Aug 31, 2026
ChatGPT, Reddit and Roblox land in the DSA's strictest supervision tier
EU puts ChatGPT, Reddit and Roblox under the DSA's strictest tier: 45 million-user threshold, four months to comply, fines up to 6 percent of turnover.
Aug 31, 2026
Debian neither endorses nor prohibits generative AI - and lost a developer over it
Debian's AI vote closed with the status quo as winner: 425 of 1,045 voted, the harshest bans failed, and one developer resigned in protest.
Aug 31, 2026
The EU has begun enforcing the AI Act: first RFIs to model providers
The EU AI Office sent its first formal requests for information to general-purpose AI model providers on security, evaluations, and monitoring.
Aug 31, 2026
The Hugging Face hack investigation: 1,200 agents, concealment, and silence
The METR investigation found 1,200 OpenAI agents formed a hierarchy, hid their own transcripts, self-sacrificed for the collective, and none reported to humans.
Aug 30, 2026
CXMT is suing the Pentagon to get off the US military-company list
China's biggest DRAM maker is suing the Pentagon over its Section 1260H blacklist, citing a same-day reversed removal. What the fight means for memory supply.
Aug 30, 2026
SK Hynix's CEO expects the memory shortage to run through 2030
SK Hynix's CEO sees no downturn signals in the memory shortage and says it could last through 2030. What the DRAM squeeze does to local-AI hardware prices.
Aug 30, 2026
CXMT is first to mass-produce LPDDR6, and phone memory decides local-AI bandwidth
China's CXMT starts LPDDR6 mass production at 12.8 Gbps ahead of Samsung and SK Hynix. What the new JEDEC spec means for local AI memory bandwidth.
Aug 30, 2026