Articles
Long-form writing on tech, culture, and the edges of the internet.
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.
Unverified claim names Tesla as attack source
When a cyberattack claim names a high-profile company like Tesla, the unverified attribution itself becomes the board's primary exposure.
What distillation leaves behind
Distilling frontier AI models copies capability cheaply but leaves safety training behind. What Garry Tan's push means for cybersecurity and AI safety.
XCancel shut down the last usable Nitter
XCancel's Nitter service is suspended. What the sudden shutdown means for your data and how to avoid the malicious clones rushing to replace it.
You keep polishing the ceiling while the floor gives way
Raw model capability sets the ceiling; schemas, validation layers, and deterministic pipelines decide whether an AI system is reliable enough to ship.
A warning is not a wall
An AI sandbox escape is the wrong thing to fear. The real AI safety risk is a system acting on a flattened, ungrounded model of a sensitive region.