Month: July 2026

LeverageAI Field Note Give Your Agent a Past Loud agents aren’t stupid — they’re amnesiac. Compile a baseline so they can stay silent, and document absences so they can safely…

Architecture · Soft data · Agents Your Life Compiles to One Language 📘 Want the complete guide? Learn more: Read the full eBook here → Heterogeneous archives become joinable only…

Autobiographical memory · Personal AI Healthy But Yummy: The Recognition Loop Memory help is not a summary of your life. It is a tiny relational cue returned while the thought…

Time Travel Family · Privacy Economics The Third Kind of Time Travel How AI compiles a past that never existed as any single record — and why the same collapse…

Agentic Engineering The Self-Equipping Agent An AI wrote a driver for a database whose vendor was sold off and whose client no longer exists — then re-engineered that driver past…

Compliance · Data Governance The Answer Depends on the Date As-at queries and the difference between a knowledge base and a defensible record. Real organizational questions are frequently not about…

I experienced a 43-minute video this morning and I can tell you exactly what was on screen at 5:16. I never watched a second of it — and neither did any AI with eyes.

The upgrade wasn’t the model. It was giving up the keyboard and learning to run a small, adversarial, cost-aware org of agents — at high effort, not max, and bounded so tightly that letting it rip was the safe choice.

Everyone’s CV undersells them, and not because they’re modest. Writing a résumé is autobiographical retrieval under time pressure — and you do it from recall, the weakest channel you own.

You reach for an actor’s name and it’s gone. You look it up, and before you’ve finished reading, whole floods of things come back. The memory was never lost — the pointer flaked.