Models & Research
2.0% Violation Rate Turns AI Behavior Specs Into Auditable Contracts
A new paper turns Claude Constitution and OpenAI Model Spec into testable audit targets, showing how model policies are becoming benchmarks.
Security & Safety
CLAUDE.md Became an Attack Surface, TrapDoor's Invisible Instructions
TrapDoor combines malicious npm, PyPI, and Crates.io packages with poisoned AI coding instruction files.
Security & Safety
Claude shows why agent security moved beyond approval prompts
Anthropic’s Claude containment writeup shows agent security shifting from prompt defenses and approval dialogs toward runtime isolation and blast-radius control.
AI Coding
Claude Code and the +0.83 language frontier
A 5,838-developer GitHub panel study suggests Claude Code adoption may widen the languages and repositories developers touch, not just raise output.
AI Agents
Docusign MCP Beta Turns Agreements Into Agent Tools
Docusign Iris Agents and its MCP beta show how agreement data can become a callable work surface for Claude, Gemini, and ChatGPT.
Industry & Policy
Anthropic Acquires Stainless and Takes Hold of Agent Plumbing
Anthropic’s Stainless acquisition shows why SDKs, CLIs, and MCP server generation have become strategic plumbing for AI agent platforms.
Security & Safety
After 10,000 vulnerabilities, Mythos moves the bottleneck to patching
Anthropic Project Glasswing shows that AI vulnerability discovery is no longer the slowest step. Verification, disclosure, and patch rollout are now the constraint.
AI Coding
agentmemory 0.9.21 turns coding-agent memory into shared infrastructure
agentmemory points at a new layer for coding agents: shared local memory across Claude Code, Codex, Cursor, OpenCode, and other tools.
Security & Safety
Claude Gets a Conscience Tool, and Alignment Moves Into the Agent Loop
Anthropic is widening the moral formation conversation around Claude while testing an ethical reminder tool inside the model runtime loop.
Security & Safety
28 Security Integrations Put Claude in the AI Audit Log Era
Anthropic expanded Claude Compliance API integrations into the enterprise security stack. AI chats, files, and activity logs are becoming audit pipeline inputs.
Security & Safety
Falco Steps In Before Coding Agents Call Tools
Prempti is a new Falco experiment that evaluates coding-agent tool calls before Claude Code and similar agents execute them.
AI Infrastructure
34% fewer revisits, the agent cost of clean code
A 660-run SonarSource study with Claude Code suggests clean code may not raise pass rates, but it can reduce tokens and file revisits.