
Safe Scribe: A Clinical AI Scribe That Proves Who Saw What
Safe Scribe took overall second place at The AI Conference Hack Day 2026, built in one day by two people on synthetic patients. Agents argue before a handoff is committed, audio stays on the laptop, and a graph shows which agents saw identifiers.
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Anthropic Mind Viruses: Self-Propagating Prompts in Multi-Agent LLM Systems
Anthropic's research reveals evolutionary algorithms optimize LLM prompts to self-propagate through multi-agent systems with implications for AI security

The New C2PA Implementation Guide — What OpenAI, Anthropic, and the EU AI Act Actually Require
C2PA 2.3 advances AI provenance, but vendor adoption and EU AI Act compliance reveal gaps. What OpenAI, Anthropic must address.

OpenAI, Google, and the Cat-and-Mouse Game of AI Image Watermarking
OpenAI and Google take opposite approaches to AI image watermarking, while open source tools reverse both. This shapes future AI-generated visual content.

Grokbot vs. OpenClaw vs. Hermes: A Holistic Agent Platform Comparison for the TrustEdge Reader
Comparing xAI's Grokbot cloud agent platform, OpenClaw's self-hosted control plane and Hermes' self-improving personal runtime — three very different user personas, and three very different governance stories.

The Best Grade in AI Safety Is a C+. Here's What It Doesn't Measure.
The Future of Life Institute graded nine frontier AI companies. No lab scored above a C+, and the best existential-safety grade in the industry was a D+. None of it tells you whether you can deploy that vendor and defend it to an auditor.

What Is an AI Agent, Exactly? A Working Definition for Regulated Industries
Agent, chatbot and automation are not the same thing. A working definition for regulated industries, and the five artifacts that make an agent auditable.
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