Machine Learning - Blog | ThinkTools.AI

December 7, 2025 • 5 min read

Hierarchical Bayesian Regression in NumPyro: A Full Workflow

Introduction Hierarchical Bayesian regression has become a staple for analysts who need to capture both global trends an...

December 7, 2025 • 5 min read

Building a Meta-Reasoning Agent for Dynamic Thinking

Introduction In the rapidly evolving landscape of artificial intelligence, the ability to choose the right reasoning str...

December 6, 2025 • 5 min read

Kernel PCA: Unveiling Nonlinear Dimensionality Reduction

Introduction Dimensionality reduction is a cornerstone of modern data science, enabling analysts to distill high‑dimen...

December 6, 2025 • 5 min read

TinyLlama Local Multi‑Agent System for Task Decomposition

Introduction The rapid proliferation of large language models has made it tempting to rely on cloud‑based services for...

December 4, 2025 • 5 min read

Meta‑Cognitive AI Agent: Dynamic Reasoning Depth Control

Introduction In the last decade, large language models have become the workhorse of many AI applications, from chatbots ...

December 4, 2025 • 5 min read

Transformers vs Mixture of Experts: How Bigger Models Run Faster

Introduction The rapid evolution of large language models has brought two architectural paradigms to the forefront: the ...

December 4, 2025 • 5 min read

LLMs Dynamically Adjust Reasoning for Hard Problems

Introduction Large language models (LLMs) have become the backbone of modern natural language processing, powering every...

December 4, 2025 • 5 min read

Nvidia Unveils Alpamayo‑R1: Reasoning AI for Level‑4 Autonomy

Introduction Nvidia's latest announcement at NeurIPS marks a pivotal moment in the evolution of autonomous driving techn...

December 3, 2025 • 5 min read

MoE Models Power Next‑Gen AI, 10× Faster on NVIDIA Blackwell

Introduction The world of large language models (LLMs) has entered a new era where the sheer scale of parameters is no l...

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Hierarchical Bayesian Regression in NumPyro: A Full Workflow

Building a Meta-Reasoning Agent for Dynamic Thinking

Kernel PCA: Unveiling Nonlinear Dimensionality Reduction

TinyLlama Local Multi‑Agent System for Task Decomposition

Meta‑Cognitive AI Agent: Dynamic Reasoning Depth Control

Transformers vs Mixture of Experts: How Bigger Models Run Faster

LLMs Dynamically Adjust Reasoning for Hard Problems

Nvidia Unveils Alpamayo‑R1: Reasoning AI for Level‑4 Autonomy

MoE Models Power Next‑Gen AI, 10× Faster on NVIDIA Blackwell

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