Technology & AI
Agent-ready websites nearly double AI shopping agent success
A new arXiv framework lifts AI browser-agent task completion from 49% to 89% by restructuring pages for machine reading, hitting every e-commerce site
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Technology & AI
AI upskilling framework: 3 learners pass NVIDIA Agentic AI exam
An arXiv preprint details a five-stage AI upskilling framework. Three learners passed NVIDIA's Agentic AI exam, but evidence is thin and unpeer-reviewed.
Technology & AI
PVDetector catches prompt injection attacks with under 1% miss rate
A new arXiv preprint proposes a training-free detector that reads LLM hidden states to catch prompt injection attacks on purpose-specific agents, reporting
Technology & AI
Claude Sonnet beats GPT-4.1 on cost despite higher token price
IBM Research found Claude Sonnet cost half as much as GPT-4.1 across 417 agent tasks, because caching matters more than sticker price for AI routing.
Technology & AI
AI agents burn 91% of tokens on simple edits, study finds
New E3 framework cuts AI agent cost 85% by estimating task difficulty before acting, matching 100% success on a 121-edit benchmark with code released.
Technology & AI
AI agents may train your brain toward frustration, preprint says
A non-peer-reviewed arXiv preprint proposes everyday AI agent prompting loops quietly strengthen impatience and self-criticism through neuroplasticity.
Technology & AI
LLM rubrics for AI grading biased toward high scores
First meta-evaluation of LLM-generated rubrics for paper reproduction finds AI graders are overly generous and too detailed, but augmentation helps.
Technology & AI
MCP security scanners: fewer than half of alerts valid
MCP security scanners flag 96.89% of servers as risky, but a study of 64,611 servers finds fewer than half of alerts are true positives.
Technology & AI
Prezta replaces security gateways with zero-knowledge proofs
New arXiv preprint Prezta replaces application gateways at critical infrastructure edges with zero-knowledge proofs generated on client devices.
Technology & AI
AHA red-team agent finds reusable flaws in Claude Code, Codex
New arXiv preprint introduces AHA, a system using one AI agent to auto-discover reusable vulnerabilities in production agents like Claude Code and Codex.
Technology & AI
Best AI agents fail 50% of visual tool tasks, Apple benchmark shows
A new open benchmark with 500+ tools reveals even frontier AI models can't reliably read an image and act on it, with most failures traced to seeing, not
Technology & AI
Lean-QIT: machine-checked proofs for quantum information theory
A new Lean 4 library formalises three quantum coding theorems and builds reusable infrastructure for AI-assisted proof search in quantum information