
My personal Substack
| Platform | Pricing | Only free issues | Publishes | Daily | |
|---|---|---|---|---|---|
| Issues | 86 | Founded | 2 years ago | Last Issue | 3 days ago |
| Active | |||||

Ask a scorecard developer to explain a model and the answer comes back in weight of evidence. They coarse class each characteristic until the WoE pattern makes sense, screen characteristics on information value and turn WoE into points thro...
A new kind of model is showing up in decision workflows. You give it a record, a question and a list of candidate answers, and it returns a probability for each candidate. TypeSafe’s Jev is one example. JevAny is an open one with public doc...
Ask a data scientist what an attention head does and the answer usually involves transformers, tokens and large language models. The calculation underneath is older and simpler. Dot-product attention computes a kernel-weighted average. If y...
Satya Nadella recently published an interesting essay, Models as Insider Risks in the Super Intelligence Era, arguing that increasingly capable AI models should be treated much like privileged insiders within an organization. These models h...
Gradient-boosted trees remain the reference method for supervised learning on tabular data. A fitted ensemble is also bound to the table it was trained on. Its split thresholds and leaf values refer to particular columns, and they have no m...
Subscribers, engagement, traffic and sponsorship for Agus’s Substack.
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Where Agus’s Substack ranks on Google, and how much search traffic it brings in.
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The writers behind this newsletter.
Retired EVP of MRM at Wells Fargo, senior executive at Lloyds Banking and Bank of America, and Engineering Manager at Ford. Creator of PiML and MoDeVa. SVP at H2O.ai, focusing on GenAI testing, and a McKinsey Senior Advisor consulting globally.
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