Articles
Long-form writing on tech, culture, and the edges of the internet.
Zhipu built its own inference stack for GLM
GLM built its own inference infrastructure to serve LLMs cheaply on constrained, mixed hardware. Here's what breaks in generic stacks and what to copy.
A 4B model outplans Postgres
A 4B model proposes faster Postgres query plans, but the validation gate and fallback - not the model - are what make the 81% speedup safe to run.
A patch waits eleven days at the gate
Google Play reviews now take a week or more. The real risk isn't malware slipping the gate - it's droppers that mutate after approval and slowed security patches.
Gemini 3.8 Live broke two security assumptions
Gemini 3.8 Live and Extended Thinking make ambient audio and video an untrusted AI input, reshaping prompt injection, logging, and privacy risk.
Rubble where the records used to be
A cloud provider states some Middle East data cannot be restored after a strike - what permanent loss means for board-level accountability and recoverability.
The merged Claude isn't about a smarter model
Merging Claude Cowork and chat removed the seam that forced discipline. Now structured workflows, not prompts, decide whether your AI work holds up.
The page never leaves your laptop
Run Mistral's multilingual models locally via Mozilla llamafile to tier web automation: cheap private steps stay local, hard reasoning escalates to the cloud.
Baseten lost production GitHub admin in 25 minutes
Admin access to Baseten's production GitHub was reached in 25 minutes. A briefing on the identity boundary that failed and what the number means.
Every new feature makes iOS 27 less safe
iOS 27, iPadOS 27, and macOS 27 concentrate risk at one point: whether a capability re-checks identity at execution, not at the moment consent was captured.
One attacker, three rivals, zero coincidence.
One actor is tied to OpenAI, Anthropic, and Meta incidents. The confirmed failure is collapsed separation, not any single company's controls.
The bill in your admin channel isn't law
The UK Ofcom licensing bill won't make Mastodon servers illegal - it's an unpassed Lords bill. Here's the law that actually applies to admins today.
The model already broke your embargo
An OpenAI model reproduced the RubyGems caching vulnerability before public disclosure, exposing why embargoes fail against automated ingestion.