Latest Briefings
Wiring OpenAI Codex into Claude Code in Git Bash for Cross-Model Code Review
Set up the OpenAI Codex CLI and Claude Code side by side in Windows Git Bash, then build a two-model review workflow…
Multi-Agent Workflows: Orchestrating Specialized AI Agents
Learn when splitting work across cooperating agents actually pays off, how to coordinate them reliably, and which failure modes will bite you…
Google Expands SynthID and C2PA Tools to Flag AI-Generated Content
Google is rolling out broader content provenance verification across Search, Gemini, Chrome, Pixel, and Cloud, while opening a new AI Content Detection…
Google DeepMind RCT Finds AI Tutoring Adds Up to 2.5 Years of Math Progress
A pre-registered randomized controlled trial across 12 schools in Sierra Leone found that students using Gemini's Guided Learning feature gained significantly more…
Google DeepMind Releases Gemma 4 12B, an Encoder-Free Multimodal Model
Google DeepMind's Gemma 4 12B brings native audio and vision processing to a 12-billion-parameter model that runs on consumer hardware with 16GB…
Google DeepMind Launches Gemini 3.5 Live Translate Across 70+ Languages
Google DeepMind has released Gemini 3.5 Live Translate, a real-time speech-to-speech translation model supporting over 70 languages, rolling out to developers, enterprises,…
Google DeepMind Launches $10M Multi-Agent AI Safety Research Fund
A coalition of research organizations is soliciting proposals to address emergent safety risks in large-scale AI agent ecosystems, with up to $10…
Google DeepMind Publishes AI Control Roadmap to Contain Misaligned Agents
Google DeepMind has released a defense-in-depth framework that treats internal AI agents as potential insider threats, adding system-level controls on top of…
Google AMIE Medical AI Matches Physicians in Disease Management Study
Research published in Nature shows Google's AMIE system performing on par with primary care doctors in long-term condition management, outscoring them on…
ATEN Unizon Directory Traversal Flaw Exposes Files to Unauthenticated Attackers
A path validation failure in ATEN's Unizon software lets remote, unauthenticated attackers read arbitrary files at SYSTEM-level privilege. ATEN has issued a…
Oracle PeopleSoft RCE Flaw Allows Auth Bypass via Deserialization
A deserialization vulnerability in Oracle PeopleSoft's HubMBeanPersistance method enables remote code execution, with the built-in authentication requirement undermined by a bypass condition.
X.Org Server Out-Of-Bounds Read Leaks Sensitive Data to Local Attackers
A missing validation check in the X.Org Server's ChangeDrawableAttributes handler lets low-privileged local users read beyond an allocated structure, potentially aiding privilege…