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.
Article
Jul 10, 2026
3 min readThe Best AI Will Not Ask You to Choose a Model
By Cristiano Pierry
AI products will earn broader adoption when they translate user intent into the right capability, instead of making people configure the machinery.
Article
Jul 8, 2026
5 min readDon’t Inherit the Tool. Inherit the System.
By Cristiano Pierry
AI-assisted work becomes portable when teams preserve runnable systems, clear decisions, tests, and documentation beyond any one tool.
Article
Jul 7, 2026
10 min readThe Discovery Brain: Why LLMs Will Become the Foundation of Streaming Recommendations
By Cristiano Pierry
LLM-native discovery can unify streaming recommendations when grounded catalog truth, governed memory, validation, and feedback protect user trust.
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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.
Note
Jul 11, 2026
2 min readI Asked to Borrow Their Phones. The Pause Said Everything.
As personal AI agents become embedded in daily work, trust, portability, security, and resilience become the real product challenge.
aiproduct-managementai-agents
Note
Jul 11, 2026
1 min readApparently, Bob Is in Charge
Human-in-the-loop workflows get strange when an AI agent can reject the human’s judgment and stop the approval process.
ai-agentsdecision-supportai-safety
Note
Jul 10, 2026
2 min readHappy Model-Testing Weekend to All Who Celebrate
Frontier-model releases have turned the old gadget-unboxing ritual into a weekend of evaluation spreadsheets, saved prompts, and late-night tests.
aiai-toolsllm-evaluation
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Browse the shorter reflections, experiments, and working thoughts from the full notes archive.
Personal library
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.
