From experiment to evidence
Projects show what was built, how it was tested and where the evidence still stops.
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Using AI is common. The edge is how you use it at work.
Practical AI agents, AI tools, and AI workflows for real work.
See how AI fits into real workflows—from research and analysis to decisions and automation—and turn it into work that can be tested, improved, and delivered.
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Start with completed Projects, then follow the Articles and Tool previews connected to the decisions behind them.
Articles139
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What changed, and why it matters
Weekly AI intelligence connects model, agent, infrastructure and policy changes to product and operating decisions.
Latest edition · September 14, 2026AI Technical Weekly | 2026-W37: Agent Permissions and Inference Routing Move into Runtime
Read the latest edition GitHub agent permissions, SageMaker prefix-aware routing, and CUDA 13.4 show production AI control moving into runtime policy, cache locality, and GPU isolation.
Signals that keep recurring
A compact view of the themes that appeared across the latest intelligence editions.
Model capabilityAppears in both
Agent workflowsFirst-edition focus
Cost and deploymentLatest-edition focus
Safety and policyFirst-edition focus
How to Use OpenAI dot for Work: Lessons from Real Tasks
Lessons from using OpenAI dot for research, content and website work, with a reusable task brief, decision handoff and guidance for reviewing deliverables.
Open-source watch
Public AI projects worth tracking.
01microsoft/markitdownConvert common documents into model-ready Markdown 150K+02browser-use/browser-useLet AI agents understand and operate browsers 106K03langchain-ai/langgraphBuild controllable, persistent agent workflows 38.4K04openai/openai-agents-pythonCreate multi-agent applications from lightweight components 27.1K
Latest AI intelligenceReview the changes worth tracking.Browse articles by questionStart with intelligence, a method, a tool choice, or a case.Choose a tool by the workCompare a tool against the outcome it should support.Follow the beginner courseUse the 31-lesson path when you want a guided sequence.Public outcomesInspect completed AI implementation work.