REIMAGINING DISCOVERY IN AN AI-FIRST WORLD
Cristiano Pierry
AI product executive, builder, and writer working on search, personalization, recommendations, and the future of content discovery.
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A conversation with Cris about his writing, projects, and AI perspective.
Developed thinking
Latest Articles
Longer essays with a fuller argument, more structure, and a slower reading pace.
The Art of Making Algorithms Understandable
Jul 14, 2026
AI product managers need faithful explanatory artifacts that turn complex recommendation systems into reviewable behavior, not just static requirements.
One Task, Multiple Agents, One Continuous Loop
Jul 13, 2026
Trustworthy multi-agent systems emerge from evidence contracts, interruption rights, recovery paths, and human feedback—not from parallelism alone.
I Knew What AI Could Do. I Forgot to Think That Way.
Jul 12, 2026
AI-forward thinking begins by questioning inherited architecture: let models interpret raw evidence, deterministic systems constrain and test it, and humans own the decision boundary.
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Browse the long-form archive for deeper essays on AI, product thinking, and building with modern tools.
Timely reflections
Latest Notes
Shorter observations, experiments, and working thoughts that stay close to the moment.
Apparently, the AI Revolution Does Not Take Weekends Off
Jul 13, 2026
AI builders and toolmakers are compressing feedback into production so quickly that weekends now feel like low-traffic deployment windows.
At Least My AI Is Honest
Jul 13, 2026
An honest AI evaluation can expose bad work quickly—and reveal how much the framework is evaluating the human too.
The Next Generation Won’t Have to Unlearn Software
Jul 12, 2026
AI-native engineering means assigning ambiguous reasoning to models while preserving the rigor that makes software systems reliable, observable, secure, and trustworthy.
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Browse the shorter reflections, experiments, and working thoughts from the full notes archive.
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Books
Longer-form photography, field guides, and writing collections designed for calm, focused reading.
About
AI product and technology executive with CPO, founder, and large-scale platform leadership across streaming, e-commerce, digital media, mobile, and web search. I focus on AI-powered discovery, personalization, search, recommendations, experimentation, and responsible product strategy at consumer scale.
