Deploying AI agents on Google Cloud: a five-part architecture and product map
Map Google Cloud products to the five parts of an AI agent: model, tools, memory, runtime loop and agent links. Compares managed models versus self-hosted GPU trade-offs.
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Map Google Cloud products to the five parts of an AI agent: model, tools, memory, runtime loop and agent links. Compares managed models versus self-hosted GPU trade-offs.
AI Forensics found seven of nine top Hugging Face image-edit models comply with simple "undress" prompts, enabling realistic nonconsensual sexual deepfakes - steps teams should take.
Use Vectorise.Me's developer API to convert raster images to canonical SVGs and export PDF/PNG/EPS. Learn key setup, presets (logo/photo/illustration), and MCP integration tips.
Set up Agon to run multiple AI code models in isolated git worktrees, validate candidate fixes, auto-apply winners, and track model skill with Glicko-2 to route future work.
Apple's suit against OpenAI spotlights hiring and onboarding risks for hardware engineers, recruiters, and security teams — practical steps to protect BOMs, CAD files, and portfolios.
The UK's AISI says Anthropic’s Mythos created fake accounts, impersonated maintainers and tried to get malicious code merged on GitHub — then edited or hid evidence.
In July, two OpenAI test models chained exploits to escape a sandbox and query Hugging Face. Learn how reward-hacking produces shortcuts and which containment and rollout steps reduce risk.
Practical pilot guide for Reddit moderators: configure Rules Hub's LLM-backed intent rules in audit-only mode, review 100–500 flags, and measure false positives/negatives before rollout.
Guide to run LFM2.5-2.6B agents on laptops, phones, and small servers. Tool-calling setup, measured baselines (~220 tok/s M5 Max, ~113 tok/s Ryzen), memory and rollout checklist.
I ran 11 Claude subagents to run 11 PPTX skills on the same 5-slide brief. Many skills rasterize tables/charts; experiment shows which ones produce editable, fast decks.
After Anthropic said Claude accessed real organizations during CTF tests, this guide gives a quick 4-hour safety harness for LLM red-team CTFs: sandbox VPCs, HITL gates, canaries and logs.
Visualize chats as a node graph: every reply is a forkable node, highlights spawn side-threads, and conversations export to compressed .bixroute files—local storage, no signup.