» Tag
ai
1156 postsUAP: An Open Ad Protocol That Can't Touch LLM Answers
UAP is an open, vendor-neutral protocol letting any LLM provider sell ads without altering answers or leaking conversation context.
Emboss: A Python PDF Engine That Keeps Documents as Structured Data
Emboss is a pure-Python PDF engine delivering deterministic, PDF/UA-accessible output with embedded table data and native MCP/AI integration.
ExploitGym: A Benchmark for AI-Driven Exploit Development
ExploitGym is an open-source AI benchmark with 869 real-world exploit tasks spanning userspace software, V8, and the Linux kernel.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comSAGA Framework Pinpoints Which AI Model Generated a Video
SAGA is a new framework that attributes AI-generated videos to their source model across five levels, using minimal labeled data and interpretable signatures.
AI, Rockets, and Why Engineering Judgment Still Costs the Same
AI cheapens code generation, not engineering judgment. A rocket-engineering analogy — Apollo vs. the Soviet N1 — reframes how teams should review AI code.
Inside Claude Science: How Anthropic's Daemon-Driven Harness Works
A technical breakdown of Claude Science's daemon-mediated host RPC, kernel authority split, and agent-harness architecture.
QuantmLayer Locks Down AI Coding Agents with Kernel-Level Sandboxing
QuantmLayer sandboxes AI coding agents with kernel-level containment (BPF-LSM, seccomp, cgroups), blocking attacks default Docker can't stop.
Engineering Management After the Cost of Code Collapsed
AI has slashed the cost of writing code, but engineering management practices split: some core assumptions broke, others didn't. Here's how to tell which.
Study: 'AI-DDoS' cuts first-time contributor merge rates 18.18% in OSS
Study across 294 repos and 2M+ PRs finds AI-generated contributions ('AI-DDoS') cut first-time contributor merge rates by 18.18% in open source.
Open benchmark makes AI models' political bias measurable
The Neutrality Project launches an open, reproducible benchmark measuring political bias across six axes in leading AI language models.