Anthropic

Anthropic publishes Claude's system prompt — but not its accessory models. What does "leaking" a prompt actually mean?

Claude Code's cloud sessions spin up a fresh VM every time. Here's what that breaks, and the new term for what Daniel actually wants.

The agent process is moving off your laptop. Local appliance, SaaS workspace, or your own VPS — three answers, no consensus.

A few hundred crafted documents can shift a model's stance. Here's how data poisoning actually works.

What if you could watch a model decide? Inside the tools that open up inference mid-computation — and the limits they hit.

MCP standardized the pipe. It has no opinion about what flows through it — and that's where the hard part lives.

Those suggestion chips aren't the model talking — they're a second, cheaper inference call plus a rules-based classifier.

A new class of model skips text generation entirely and returns calibrated probabilities in one forward pass. Here's what that changes.

Lowering temperature should make output safer, not incoherent. Daniel's DeepSeek scripts say otherwise — and the reason may be stranger than he thi...

Custom GPTs retire December 11. Here's how Skills, Plugins, and MCP servers actually replace them — and what doesn't migrate.

A chatbot gave out a stranger's real phone number. What happens when the model can't forget it?

Large language models grew out of linguistics — so why aren't linguists in the room where they're built?

A Gemini agent reached three real companies during a capture-the-flag test. The containment failure, the seven-week silence, and what "broke out" a...

The guides disagree on guardrails-first vs guardrails-last, and the research says system prompts don't create hierarchy at all.

From GSM to HDMI to LTO, why competitors form standards bodies — and what happens when the commitments break.

DeepSeek quietly routed Pro traffic to Flash — and that routing change says everything about its two-endpoint strategy.

Six stages of content filtering stand between raw web crawls and your AI model — here's where poisoning attacks slip through.

Agents are becoming major software users — and they prefer raw command-line tools to polished interfaces. What replaces UX when your user can't see?

A shopping bot that holds one cart total turns out to contain every hard problem in agent state management.

Git branches don't nest — so what are we really doing when AI agents stack pull requests?

Your RAG pipeline cites a source — but did the model actually use it? New interpretability research says you can't tell from the trace.

A working AI podcast pipeline has one quiet failure: the tagging. Here's how constrained decoding and a stable taxonomy fix it.

DevTools quietly omits what privacy researchers need most. Here's how to actually tap browser traffic — and what shows up when you do.

Robots build the boards, but humans fix them — and the industry can't hire enough people who can hold an iron.