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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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What are AI Evals?

What are AI Evals?

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5 min read
Activation Functions: How Simple Curves Power Neural Networks

Activation Functions: How Simple Curves Power Neural Networks

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3 min read
How does a code editor decide the right moment to show an LLM-generated code suggestion

How does a code editor decide the right moment to show an LLM-generated code suggestion

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6 min read
AI vs ML vs DL vs GenAI: Demystifying the Buzzwords

AI vs ML vs DL vs GenAI: Demystifying the Buzzwords

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3 min read
From AI Signals to Decisions: Build Risk Rules (Not Predictions)

From AI Signals to Decisions: Build Risk Rules (Not Predictions)

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1 min read
Fixing Identity Drift in AI Image Generation with a Deterministic Constraint Layer (Minimal PoC Inside)

Fixing Identity Drift in AI Image Generation with a Deterministic Constraint Layer (Minimal PoC Inside)

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2 min read
Data Leakage — The Silent Accuracy Killer (Part 2)

Data Leakage — The Silent Accuracy Killer (Part 2)

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3 min read
Stop Evaluating AI Agents Like ML Models: A Paradigm Shift for Developers

Stop Evaluating AI Agents Like ML Models: A Paradigm Shift for Developers

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3 min read
Beyond Gradient Descent: A New Era of Efficient Global Optimization for AI

Beyond Gradient Descent: A New Era of Efficient Global Optimization for AI

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2 min read
Feature Drift & Concept Drift — Why Models Rot in Production (Part 3)

Feature Drift & Concept Drift — Why Models Rot in Production (Part 3)

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3 min read
When Tokyo Moves Bitcoin: Building Your Macro Volatility Early-Warning System with Open-Source AI

When Tokyo Moves Bitcoin: Building Your Macro Volatility Early-Warning System with Open-Source AI

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4 min read
Decoding the Beautiful Game: AI's Play-by-Play Revolution by Arvind Sundararajan

Decoding the Beautiful Game: AI's Play-by-Play Revolution by Arvind Sundararajan

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2 min read
Fran Sans – font inspired by San Francisco light rail displays

Fran Sans – font inspired by San Francisco light rail displays

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4 min read
AWS ML / GenAI Trifecta: Part 1 – AWS Certified AI Practitioner (AIF-C01)

AWS ML / GenAI Trifecta: Part 1 – AWS Certified AI Practitioner (AIF-C01)

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10 min read
Global Optimization: Finding the Needle in a Haystack – Faster by Arvind Sundararajan

Global Optimization: Finding the Needle in a Haystack – Faster by Arvind Sundararajan

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2 min read
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