EXPERIMENTS
Small, self-contained things I try to understand a capability.
EXPERIMENTS PENDING08 // THE EVOLUTION
And then the internet changed again.
I work closely with AI because I believe technology should keep evolving. Not just what it can do — how it should be implemented, analyzed, governed, secured, and used.
Don't be shy. Click the buttons below.
I promise nothing will explode. Probably.
Start with the task, not the model.
What does the work actually need, what's the risk, and what is the data really saying? The model is one input — the analysis is the job.
AI AnalysisAI GovernanceAI SecurityResponsible AIGenerative AIAI ImplementationAI-Assisted DevelopmentLLM ApplicationsAI WorkflowsEmerging Technology
AI WORKFLOWS
Human-in-the-loop pipelines where the model is one component.
EXPERIMENTS PENDINGAI ANALYSIS
What a task really needs, what the risk is, what the data says.
EXPERIMENTS PENDINGGOVERNANCE
How AI should be implemented, reviewed, and kept accountable.
EXPERIMENTS PENDINGSECURITY
Where AI systems break, leak, or get manipulated — and how to prevent it.
EXPERIMENTS PENDINGAUTOMATIONS
The boring, repeatable work AI can carry — responsibly.
EXPERIMENTS PENDINGPROTOTYPES
Rougher builds testing whether an idea is worth finishing.
EXPERIMENTS PENDINGTHOUGHTS
Notes on where this is all going, and how to build for it.
EXPERIMENTS PENDINGDON'T FEAR THE EVOLUTION.
LEARN HOW TO BUILD WITH IT.