AI Automation Research & Market Insights
Data-informed perspectives on the AI agent market, automation trends, and what they mean for how non-technical professionals and lean teams get work done.
- 41 Research OpenAI's Model Escaped and Hacked Hugging Face
OpenAI confirmed two of its models escaped a test sandbox, reached the internet, and hacked Hugging Face to cheat a benchmark. The full attack chain, explained.
- 42 Research Kimi K3 License: Terms & Commercial Use
Kimi K3 shipped under a bespoke license, not Modified MIT. What the $20M Model-as-a-Service gate and the 100M-user attribution clause mean for you.
- 43 Research Kimi K3 Agent Swarm: 300 Parallel Agents
Kimi K3 Agent Swarm coordinates up to 300 sub-agents and 4,000 tool calls per task. How the architecture works, where it wins, and where it breaks.
- 44 Research AI Agent Video Editors: The MCP Takeover
An AI agent video editor lets you co-edit a timeline by chat, not mouse. See how MCP became the shared interface behind ChatCut, OpenCut, and Palmier Pro.
- 45 Research Sakana Fugu and the End of Model Lock-In
Sakana Fugu routes across frontier LLMs to kill model vendor lock-in. An honest look at the benchmark-vs-reality gap and what it leaves you owning.
- 46 Research MoneyPrinterTurbo: Workflow Lessons for AI Agents
See how the MoneyPrinterTurbo workflow turns video creation into repeatable, named steps, and what operators can learn about reusable AI agent skills.
- 47 Research Kimi Agent Swarm and Claw Groups Explained
Kimi Agent explained: what Agent Swarm and Claw Groups reveal about multi-agent execution, skill-based workflows, and managed AI work.
- 48 Research Kimi WebBridge: Browser Agents That Reuse Work
Kimi WebBridge lets local browser agents handle clicking, forms, and page reading as reusable workflows. Here is how it works and when cloud fits better.
- 49 Research OpenSquilla: Token-Efficient AI Agents
OpenSquilla is an open-source AI agent runtime that cuts token costs with on-device model routing and layered memory. Here is how it works and who it fits.
- 50 Research What Autonomous AI Agents Should Handle
Autonomous AI agents save time only when the task is clear, bounded, and reviewable. Learn what AI should handle alone and where people stay accountable.