The IAB released a framework for measuring AI's role in conversions, as 45% of ad buyers say comparing AI and traditional journeys is their top measurement challenge.

Ahrefs analyzed 5.5 million US ChatGPT answers and ranked the 100 most-mentioned brands. Walmart leads with 95,605 mentions, nearly double second-place Target. Retailers dominate the top 10.

Trust Insights launches a five-part vibe coding series for marketers and non-coders, built on the 5P Framework. Part one covers the basics.

Typeless is an AI voice dictation tool that converts speech into prompts, emails, and code. Annual subscribers save $25 via a limited-time offer.

Apiiro found 2,539 credentials across 1,994 public GitHub repos, traced to how Claude Code saves approved commands. Here is what got exposed and what to do about it.

Codenotary released AgentMon Live, a free open-source tool that monitors Claude Code agents, flags incomplete work, and cuts unnecessary token usage.

Anthropic launched Claude Fable 5.2 and Mythos 5.2 two months after the 5.1 release. Responses are up to 30% faster, prices dropped, and benchmark scores jumped across coding, science, and security.

Codenotary released AgentMon Live, a free open-source tool that watches Claude Code agents in real time, flags incomplete work, and cuts wasted token spend.

A UC Berkeley supervisor agent that reshuffles its coding team mid-task outperformed expert-written FlashInfer kernels on 36 of 47 workloads. The key finding: static agent teams underperformed solo agents.

Higher ed institutions are starting to use AI-assisted vibe coding to build custom campus software, with data governance and security flagged as the key constraints.

Alibaba's Co-Design Bench tests coding agents on tasks that already tripped them up in practice. Even GPT-6 Astra, the top performer, finishes only 26.4% of tasks without human cleanup.

A blogger built a collaborative slide editor with ChatGPT over coffee, arguing that Gen AI lets anyone skip enterprise software the same way blogs democratized publishing.