Ryan Tolone
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academia (1)
AI (1)
Federated Learning (1)
Forecasting (1)
gaming (1)
Graph Learning (1)
Healthcare AI (1)
LLMOps (1)
Monitoring (1)
Privacy (1)
research (1)
Responsible AI (1)
Retail (1)

The Notebook

Author

Ryan Tolone

Beyond Specialists - Multi-Game Training as a Catalyst for AI Mastery in Incomplete Information Games

AI
academia
gaming
research

New research suggests that training AI on a suite of similar games accelerates learning and improves performance, with promising implications for mastering poker and other games of incomplete information.

9 Mar 2025
Ryan Tolone

Monitoring LLM Drift with Synthetic Control Charts

Why Retrieval-Augmented Applications Need Streaming Drift Telemetry
LLMOps
Monitoring
Responsible AI

Instrumenting RAG systems with synthetic query control charts to surface semantic drift before it breaks user trust.

8 Feb 2025
Ryan Tolone

Graph Neural Forecasting Is Finally Beating Classical Supply Chain Baselines

How temporal graph transformers cut backorders for omnichannel retailers
Forecasting
Retail
Graph Learning

A deep dive into using temporal graph transformers to capture store-to-store demand contagion for big-box retailers.

5 Feb 2025
Ryan Tolone

Federated Feature Stores Are Unlocking Real-Time Digital Health

Lessons from deploying edge-personalized models without violating HIPAA
Federated Learning
Healthcare AI
Privacy

Architecting a federated feature store to stream wearable-derived signals into cardiology risk models while staying compliant.

2 Feb 2025
Ryan Tolone
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Citation

BibTeX citation:
@misc{tolone,
  author = {{Ryan Tolone}},
  title = {The {Notebook}},
  langid = {en-GB}
}
For attribution, please cite this work as:
Ryan Tolone. n.d. “The Notebook.”
  1. Ryan Tolone, 2025–. Disclaimer